AI for Healthcare - Comprehensive Tools

Ada, Personalized Health Companion

Ada is a personalized health companion that helps you learn about your symptoms and guides you to the next step based on your needs. You will need to sign up for an account and answer a few questions regarding your details, health habits, and general medical history to start.

Once you've done that, you can do a comprehensive symptom assessment, which will guide you through the process of determining what might be going on with your body. You'll simply need to answer as many questions as you can about your symptoms and the length of time they may have persisted.

Ada will then provide you with a report of what might be causing your discomfort along with information on treatment options and resources. You can even use the app's information database to learn more about different conditions and treatments.

Adastra: AI-Driven Telemedicine

Adastra’s AI not only excels in remote patient monitoring but also facilitates AI-driven telemedicine, connecting patients with healthcare professionals for virtual consultations and timely interventions.

AI for Health

Microsoft is expanding on its existing AI for Good initiative by launching the AI for Health program. AI for Health empowers researchers and organizations with AI to advance the health of people and communities around the world.

Aidoc

Aidoc is a leading provider of AI-powered radiology solutions that aim to enhance the accuracy and efficiency of radiology diagnoses. Their platform uses deep learning algorithms to analyze medical images and assist radiologists in detecting and prioritizing critical findings.

Key features and applications of Aidoc’s technology include:

Advanced Imaging Analytics: Aidoc’s AI algorithms analyze medical images, such as CT scans, MRIs, and X-rays, to identify and flag abnormalities and critical findings. This helps radiologists focus their attention on areas that require immediate attention, potentially reducing turnaround times and improving patient care.

Workflow Prioritization: Aidoc’s platform integrates seamlessly into radiology workflows, providing a triage system that automatically prioritizes cases based on the urgency of detected abnormalities. This helps radiologists manage their workload efficiently and ensures that critical cases receive prompt attention.

Quality Improvement: Aidoc’s algorithms not only aid in identifying abnormalities but also provide quality improvement insights by detecting common imaging errors or discrepancies. This assists radiologists in optimizing their interpretations and reducing the likelihood of diagnostic errors.

Follow-up Recommendations: Aidoc’s platform offers follow-up recommendations based on the analysis of previous imaging studies. This assists radiologists in monitoring disease progression, tracking treatment response, and ensuring appropriate patient management.

By integrating AI into radiology workflows, Aidoc aims to augment radiologists’ capabilities and improve patient outcomes. Their technology has the potential to expedite diagnosis, enhance accuracy, and increase the efficiency of radiology departments.

Arterys

Where the cloud, artificial intelligence, and medical imaging meet, is the point of work for Arterys. The pioneering start-up promised to “open medical imaging to the power of the cloud”.

Its FDA-cleared, deep learning AI-powered platform allows for faster radiology image examination and reduces missed detections by up to 70% while automating mundane tasks and freeing up physicians’ time, which they can invest in quality patient care. Moreover, being an always-connected, 24/7 solution, Arterys allows users to access important patient data anywhere in the world, at any time.

Athlytic: AI-Powered Health Monitoring and Fitness Insights

Athlytic takes a data-driven approach to health and fitness by utilising AI to analyse information from your connected health devices. This can include sleep trackers, activity monitors, and potentially smart scales.

The app focuses on providing actionable insights based on your personal health data.  Its AI engine can analyse historical data (e.g., from Apple Health) to understand your sleep patterns, activity levels, and recovery trends. Subscriptions are $3 per month, which comes in 10x cheaper than Whoop(!) however some users claim that Whoop!’s accuracy is worth the price tag.

Attune health

Measure vital signs instantly with our contactless AI face scanning app.

Overview of Attune Health's Contactless Vital Sign Tracking App

Attune Health has developed an innovative mobile app that uses AI and video face scanning to measure vital signs like blood pressure, oxygen saturation, heart rate variability (HRV), stress levels, and hemoglobin. This provides a convenient way for users to monitor key health metrics without any wearable devices.

How Attune Health's App Works

The app uses remote photoplethysmography (rPPG) and AI algorithms to analyze a 60-second video of the user's face. By detecting subtle color changes in the skin, it can derive measurements like:

Blood pressure
Heart rate
Breathing rate
Oxygen saturation
Sympathetic stress
Parasympathetic activity
Heart rate variability (HRV)
Hemoglobin levels

The app provides real-time feedback during the scan and detailed results afterwards. The analysis runs fully on the user's device, ensuring privacy.

Key Features and Benefits

Convenient and easy: No wearables required, just a quick face scan
Accurate: Leverages proven rPPG and AI technology
Private: Analysis runs locally on the phone
Comprehensive: Wide range of vital sign measurements
Accessible: Much lower cost than medical devices
Shareable: Results can be shared with medical providers

Additional benefits include gender-specific algorithms for improved accuracy and family plans to cover multiple users.

Use Cases and Applications

Attune Health can be used by individuals who want an easy way to:

Track health metrics like blood pressure and oxygen levels
Monitor stress and recovery
Detect early signs of illness
Share data with doctors for preventative care
Manage chronic conditions like diabetes or heart disease

It's also useful for:

Athletes and fitness enthusiasts
Corporate wellness programs
Scientific studies and clinical research
Telemedicine providers

Availability

The Attune Health app is available on iOS and Android.

AxisCare

AxisCare is a well-known home medical care software powered by AI. Home healthcare has always been difficult for both patients and medical professionals. Before this kind of home medical care software, home diagnosis was hard to proceed with because of the physical distance. Online medical professionals had difficulties noticing patients’ symptoms in time and recording condition changes correctly. As a result, the results usually lacked credibility. Moreover, information privacy is another issue that made patients dissatisfied with past home healthcare services.

Acknowledging the difficulties of home healthcare, AxisCare aims to provide a better platform for both patients and healthcare agents.

Key features of AxisCare include:

User-friendly: the software supports a mobile application that is quick to download and easy to learn how to use.
Paperless: the software provides well-designed and highly-secured custom forms, which are environmentally friendly, quick to access, and easy to download.

Better paying: the software supports custom billing and payroll rates and rules for each service, making payments more accurate and appropriate.

Best medical solutions: the software provides data-driven decisions by collecting, visualizing, and analyzing patient data automatically.

Trust-worthy payment process: the software accepts various payment methods and protects customers’ payment information.  

Babylon, AI-powered Personal Healthcare Assistant and Telehealth Platform

Babylon is on a mission to re-engineer healthcare by shifting the focus away from caring for the sick to helping prevent sickness, leading to better health and fewer health-related expenses. The platform features an AI engine created by doctors and deep learning scientists that operates an interactive symptom checker, using known symptoms and risk factors to provide the most informed and up-to-date medical information possible.

The Babylon app is an AI-powered personal healthcare assistant and telehealth platform. It helps you stay on top of your health by providing a secure archive of your symptoms, conditions, and health assessments, all in one place. It also uses advanced AI and a chatbot to help you track all of your symptoms and their severity and duration.

You can plug all of that information into the Healthcheck feature to get an overview of your current and future health risks, based on your lifestyle practices. Then, you'll receive suggestions to make changes based on your assessments and health profile. That way, if anything changes or gets worse, you'll be more equipped to talk to a doctor about it.

In a few easy steps, you can manage your medication reminders, track your activity and health parameters, get instant access to expert health resources, and monitor any changes in your condition. If you do decide that you need some professional help, you can always book an appointment with a local NHS physician right from the app.

For consultation services, you can pay as you go or sign up for an annual subscription for unlimited appointments. The app even integrates with wearables to help you monitor your health parameters.

https://www.babylonhealth.com/

Binah.ai

A health wellness monitoring app that only needs a smartphone camera to function. Binah.ai is a video-based vital signs monitoring app. All users need to do is turn on the app and look into the camera. In about 2 minutes, Binah.ai scans the face by analyzing light waves from the cheeks and report vital signs such as heart rate, HRV, oxygen saturation, mental stress, and blood pressure. It also displays the normal ranges and saves the results. PPG sensors in smartphones send light to the user’s face and Binah.ai analyzes the light reflection. No internet activity is needed for the app the app to function.

According to their website, binah.ai, “Binah.ai uses a revolutionary data science platform combining signal processing and machine learning coupled with a proprietary, comprehensive AI, deep-learning framework that delivers best-in-class results in terms of accuracy, performance, and stability. The usage of signal processing allows for the delivery of consistent, highly accurate results. Based on the following capabilities: increase of Signal-to-Noise Ratio (SNR), creation of clean data, and outliers elimination.

Body Scan by Zing

Body Scan by Zing is an AI-powered tool designed to help you make the most of your fitness journey. With Body Scan, you can easily capture and visualize your body data, track your progress, and get personalized recommendations for reaching your goals.

Body Data Capture: Easily capture your body data using a 3D body scanner and visualize it in a 3D avatar
Progress Tracking: Track your progress over time and get personalized insights on how to reach your fitness goals
Personalized Recommendations: Receive tailored recommendations based on your body data and fitness goals
Integration with Wearables: Sync your data from wearables such as Fitbit and Apple Watch to get a more comprehensive overview of your body

Buoy Health - AI-based Symptom and Cure Checker

Developed by a team out of Harvard Medical School, Buoy Health is an AI-based symptom and cure checker that uses algorithms to diagnose and treat illness. Here’s how it works: a chatbot listens to a patient’s symptoms and health concerns, then guides that patient to the correct care based on its diagnosis.
https://www.buoyhealth.com/

Butterfly Network

The company specializes in developing handheld, pocket-sized ultrasound devices powered by artificial intelligence. Their innovative technology combines hardware and software to provide accessible and high-quality medical imaging solutions.

Key applications of the product include point-of-care imaging, AI image enhancement, deep learning guidance, cloud-based storage and collaboration. Combining advanced imaging capabilities with usefulness in resource-limited or remote settings makes Butterfly Network a powerful, AI-driven solution.

Caption Health for Early Disease Identification

Caption Health combines AI and ultrasound technology for early disease identification. AI guides providers through the ultrasound process in real time to produce diagnostic-quality images that the software then helps to interpret and assess.

Formerly known as Bay Labs, Caption Health is a company that develops AI software aimed at empowering medical professionals with access to and interpretation of high-quality medical imaging. Their product can in turn help improve patient outcomes and reduce costs.

In 2016, the company took its technology to Africa to help identify symptoms of Rheumatic Heart Disease (RHD) in Kenyan school children. The algorithm analysed data derived from ultrasound to take a good educated guess as to whether it sees something consistent with RHD. During the trip, medical professionals scanned 1200 children in four days and were able to spot 48 children with RHD or congenital heart disease. Moreover, Caption Health said that the algorithm performed what usually takes a sonographer a few years of training in a few minutes!

2022 was a strong year for the company: they launched the first in-home ultrasound service for heart health in the US, and following the FDA 510(k) clearance, they also obtained a CE mark for their AI technology platform to detect cardiac disease.

https://captionhealth.com/

CloudMedX Health

The start-up deep in the heart of Silicon Valley focuses on optimizing patient and financial outcomes through predictive analytics. CloudMedX utilizes Natural Language Processing (NLP) and deep learning to obtain existing data from electronic medical records and outputs clinical insights for health care professionals so as to improve patient outcomes. CloudMedx’s AI Assistant subsequently aids doctors and patients make data-driven decisions.

The company’s solution has already been applied in several areas of medicine like congestive heart failure, liver cancer, ALS, renal failure, and orthopaedic surgery, with promising results. In fact, CloudMedx won the “Best Overall Connected Healthcare Solution” at the 2019 GITEX Award. I hope that many others will follow their lead in exempting medical professionals from administrative and data-related burdens.

Enlitic

This is a leading, AI-based medical image analysis software. The tool compares radiology reports against corresponding images, preventing false alarms, and spotting diseases early on. It enhances workflow, and efficiency, and provides better insights.

It also helps medical professionals by presenting patient data, which leads to improved billing processes.

Fedo Vitals: AI-Powered Health Companion to a Better Future.

Fedo Vitals is an AI-driven application that revolutionizes how we monitor and predict our health. Fedo Vitals analyses a person's vital signs using a 14-second video recording. It then provides insight into possible health risks and anticipated medical expenses over the next five years.

Fedo Vitals uses data driven AI technology to analyze facial cues and lifestyle information. It extracts vital signs such as blood sugar, blood pressure, blood sugar, heart rate and HRV-SDNN. It also determines if the individual is a smoker. It can detect subtle changes in a person's health status, which allows them to take proactive steps to prevent or delay the onset.

Gauss Surgical- Artificial Intelligence In Healthcare

Gauss Surgical is a healthcare technology company that specializes in developing AI-driven solutions for surgical and perioperative care. Their focus lies in leveraging data analytics and artificial intelligence to enhance patient safety, improve surgical outcomes, and optimize the surgical workflow.

Key aspects and applications of Gauss Surgical’s technology include:

Blood Loss Monitoring: Gauss Surgical’s AI algorithms analyze real-time video footage from surgical procedures to accurately estimate and monitor blood loss. This helps healthcare providers proactively manage bleeding during surgery and make informed decisions regarding transfusions and interventions.

Data Analytics and Insights: Gauss Surgical’s platform collects and analyzes data from surgical procedures, allowing for comprehensive analytics and insights. These insights can inform process improvements, benchmarking, and outcome predictions, ultimately leading to better surgical care.

Quality Assurance and Compliance: Gauss Surgical’s technology provides documentation and auditing capabilities, ensuring compliance with regulatory standards and improving quality assurance in surgical settings. This helps healthcare providers maintain accurate records and meet necessary reporting requirements.

Real-time Decision Support: Gauss Surgical’s platform offers real-time feedback and decision support to surgeons and anesthesiologists during surgical procedures. This assists in optimizing surgical techniques, managing blood loss, and improving patient safety in the operating room.

Gauss Surgical’s AI-driven solutions aim to enhance surgical care by providing objective, data-driven insights and decision support. Their technology has the potential to improve patient outcomes, reduce complications, and increase efficiency in surgical settings.

Google DeepMind Health

A branch of Google’s DeepMind dedicated to leveraging artificial intelligence (AI) to advance healthcare is called Google DeepMind Health. A variety of AI-powered solutions for medical imaging interpretation, patient deterioration prediction, and other uses have been created by DeepMind Health.

One of Google DeepMind Health’s key advantages is its capacity to correctly and swiftly analyze massive volumes of data, giving healthcare professionals insightful knowledge about patient health patterns. Healthcare professionals may act early and improve patient outcomes by using DeepMind Health’s machine-learning algorithms to forecast patient deterioration.

The unique approach to healthcare taken by DeepMind Health has earned it praise from several healthcare organizations across the world. DeepMind Health is advancing the healthcare industry significantly and enhancing patient care by utilizing the power of AI technology.

HealthGPT – AI Driven Personalized Healthcare

At HealthGPT, its  mission is to empower individuals and healthcare professionals with accurate, convenient, and free AI-driven tools that revolutionize the way they approach health and wellness. By using state-of-the-art technology, it strives to create a future where everyone has access to personalized healthcare, enabling them to make informed decisions, prevent potential health risks, and live their healthiest lives.

The data-driven health services empower you with the knowledge to overcome any health issue. The Prevent tool analyzes your lifestyle, medical history, and genetic predispositions to identify diseases and conditions you may be at risk for developing. The Diagnose tool provides accurate and reliable insights into potential health issues. Designed to assist both individuals and healthcare professionals.

Healthily

The Healthily app, also known as Health Tracker among some users, serves as a valuable platform for promoting self-care through personalized health advice and recommendations. This comprehensive application offers a range of features to empower users in taking charge of their mental and physical well-being. These features encompass health trackers, 28-day plans for enhancing fitness, sleep, mood, and nutrition, a vast health library, symptom checking, and expert health insights. Furthermore, the app seamlessly integrates with Fitbit and Apple Health, enabling users to link their health data for a more holistic tracking experience. Notably, Healthily prioritizes user privacy and data protection, as evidenced by its receipt of the ePrivacy seal of approval.

Features and benefits

Comprehensive health tracking: Users can choose from 28 different trackers or customize their own to monitor health conditions, set goals, and visualize their progress.

Educational resources: The health library provides access to taboo-free information on a wide array of health topics.
Symptom checking: A friendly and confidential chatbot named DOT assists users in checking symptoms and offers expert health guidance.

Integration with health apps: Healthily seamlessly connects with Fitbit and Apple Health, creating a unified health monitoring experience.

Confidentiality: The app places a strong emphasis on user data privacy, ensuring that personal information remains secure.

HealthTap

Health Tap is a smart health app that delivers virtual healthcare services for users. This app enables users to seek professional medical assistance from their smartphones or any other device. All the necessary information is supplied in an interactive manner by a team of licensed doctors who are experts in their field.

You can use this app to get personalized medical advice on any health problem. This app saves you a lot of time and effort visiting the doctor’s clinic. You can also avail the convenience of prescription delivery, lab results, and treatment plans.

The Health Tap app allows you to get the best medical assistance at an affordable price, without or without any medical assistance. You can consult doctors on any kind of health issues concerning senior health, women’s health, men’s health, and children’s health.

This AI-powered healthcare app effectively clears up any uncertainty of those who assume sickness to be the cause of their symptoms by utilizing big data to create its algorithms and responses to questions given by the patient. By addressing users’ worries, the features of this healthcare app make it simple to diagnose any illness signs. Users may always book consultations with doctors available inside and after 24 hours if the confusion is not resolved despite this aid. Additionally, there are settings for managing lab results and medicines.

Hinge Health: Online MSK Care and Virtual Physiotherapy

Hinge Health goes beyond traditional physical therapy by combining expert care with cutting-edge AI technology. This approach aims to deliver personalized exercise programs and real-time feedback for effective pain management.

How Hinge Health Uses AI:

Real-time Movement Analysis: Hinge Health utilizes computer vision, powered by AI, to track a user’s full body movements during exercise sessions. This real-time feedback allows users to see and hear corrections as they perform exercises, ensuring proper form and maximizing the effectiveness of each movement.

Personalized Care: Data collected through movement tracking informs the development of personalized exercise programs. This ensures the program targets specific weaknesses and limitations identified by the AI.

Confidence-Building Feedback: The AI provides real-time audio and visual feedback, helping users refine their exercise form and build confidence in their movements.

Continuously Personalized Care: Data from each exercise session is used by the care team, including physical therapists and health coaches, to regularly monitor progress and adjust the program as needed. This ensures the program remains tailored to the user’s evolving needs and recovery journey.

HippocraticAI

HippocraticAI offers a powerful platform that leverages artificial intelligence to enhance medical diagnosis and treatment. It uses algorithms and machine and deep learning, capabilities and learns from experience to correctly and quickly look at medical data. This helps doctors and other health workers make better decisions. The AI system is built to make work easier, make patients healthier, and make medical offices work better overall.

Highlights

 Powerful AI-driven analysis: Accurate and insightful analysis of medical data for informed decision-making.
Enhanced diagnosis and treatment: Improved accuracy and efficiency in diagnosing and creating treatment plans.
Streamlined workflows: Automation of tasks to save time and prioritize patient care.

Improved patient outcomes: Accurate diagnoses, personalized treatment plans, and proactive interventions for better patient outcomes.

Efficient resource allocation: Optimized allocation of resources for cost savings and improved resource utilization.
Seamless integration: Smooth integration with existing medical systems and workflows.

Data security and privacy: Prioritization of data security and compliance with regulatory standards.

Hippocratic AI is a game-changing medical AI software that empowers healthcare professionals with accurate analysis, streamlined workflows, and improved patient outcomes. Ideal for hospitals, clinics, and medical professionals seeking to enhance their diagnostic capabilities and optimize resource allocation, HippocraticAI offers a transformative solution that integrates seamlessly, prioritizes data security, and enables continuous learning.

Hoku - your Health Optimizer

Hoku is your AI health coach that syncs with your data, learns your health preferences, and gives you all the guidance and tools to optimize your health.

Imagine the best health squad in your corner giving you recommendations and motivation - always personalized to your unique health profile and data points. Choose the kind of motivation you want. No one tone fits all. Whether it's tough love or a gentle nudge, get coached in the way that works for you. Generate your own custom health plans. From meal plans to exercise routines, create whatever you need to hit your health goals instantly.

Human Dx: Collaborative Diagnostic Platform

Human Dx fosters collaborative diagnostics by leveraging AI to assist healthcare professionals in diverse specialties, promoting collective expertise for accurate and efficient diagnoses.

Humanity

Humanity is an innovative AI healthcare app at the intersection of technology and healthcare, designed to empower individuals with proactive tools for managing their health. It seamlessly integrates health data analysis with personalized insights, aiming to extend the healthy lifespan of its users. By leveraging artificial intelligence, Humanity offers a user-friendly platform that not only tracks health metrics but also provides actionable recommendations to improve overall well-being. The app stands out for its commitment to enhancing the quality of life through science-backed strategies, making it a valuable ally in the journey towards optimal health.

 
What does Humanity do?

Humanity takes a holistic approach to health management by analyzing a variety of health markers and lifestyle factors to provide a comprehensive view of an individual’s well-being. It functions as a personal health assistant, utilizing AI to interpret complex data and translate it into understandable and useful health insights. The app monitors changes over time, alerting users to potential health risks and encouraging preventive measures. It also fosters a community where users can share experiences and support each other in achieving their health goals, making the pursuit of a healthier life a collaborative and engaging experience.

 
Humanity Key Features

Personal Health Insights: Humanity delves deep into personal health data to offer tailored insights, helping users understand how their daily choices affect their health and longevity.

AI-driven Analysis: The app employs advanced algorithms to sift through health metrics, providing a nuanced analysis that can predict and prevent potential health issues before they arise.

Lifestyle Tracking: By monitoring various lifestyle factors such as sleep, nutrition, and physical activity, Humanity gives users a clear picture of their habits and how they can improve them for better health outcomes.

Risk Assessment: Humanity’s proactive approach includes evaluating health risks based on individual data, enabling users to take informed steps towards risk reduction.

Community Engagement: The platform encourages interaction among users, fostering a supportive environment where individuals can share tips, successes, and motivate each other on their health journey.

User-Friendly Interface: With a focus on accessibility, the app boasts an intuitive design that simplifies the complexity of health data, making it easy for users of all ages and tech-savviness to navigate and benefit from its features.

IBM Watson Health

IBM Watson Health, HealthCare providers can enhance patient outcomes, cut costs, and streamline operations. IBM Watson Health is a collection of AI-powered tools and solutions. A variety of solutions are available from Watson Health for managing population health, analyzing medical imaging, and supporting clinical decision-making.

The capacity of IBM Watson Health to swiftly and correctly evaluate vast volumes of data is one of its most prominent qualities. Watson Health’s cutting-edge machine learning algorithms can help HealthCare professionals make better decisions regarding patient care by offering insightful information about patient health patterns.

Watson Health may also be used to precisely identify illnesses, forecast Health outcomes, and even suggest therapies.

Organizations like the American Medical Association and the World Health Organization have acknowledged IBM Watson Health as a leading healthcare innovation and its adoption by healthcare practitioners throughout the globe.

The Technology is still developing and enhancing its capabilities, and it has already shown the ability to enhance patient outcomes and boost operational efficiency in the Healthcare Industry.

K Health: Holistic Symptom Analysis

K Health utilizes AI to analyze symptoms comprehensively, offering users a holistic understanding of their health concerns and recommendations for further actions.

Motics: AI-Powered Movement Tracking for Recovery

Motics is a mobile application that focuses on aiding recovery journeys. It caters to individuals recovering from injuries, managing chronic conditions, or simply aiming to improve mobility.

Here’s a breakdown of Motics’ functionalities:

VisionAI Motion Tracking: This technology uses computer vision to analyse exercise movements across 73 key body points. The app aims to provide feedback on exercise form, potentially helping users perform exercises correctly and maximise their recovery efforts.

Personalised Recovery Tracking: Motics offers customizable dashboards that allow users to visualise their recovery progress according to their preferences. These dashboards can be used to track progress, set goals, and celebrate milestones.

The app roadmap includes features powered by AI, including Motics AI Chatbot, Remote Physiotherapy, and a way to connect users with medical professionals, blending AI with real-world care.

MySense AI

MySense is a wellbeing analytics platform. It collects data related to the activities of daily living through passive IoT sensors. Its AI algorithm learns an individual’s behaviour patterns to establish what ‘being well’ looks like for that person. The platform allows patients to monitor their health at home and identify declines in health in real time.

An interesting cooperation is between the company and the South Warwickshire NHS Foundation Trust, which aims to help people remain in their homes and retain their independence for longer, and the use of their technology seems to dramatically reduce the number of hospital visits.

Nanox: AI-Powered Medical Imaging

Nanox integrates AI into medical imaging, aiming to make diagnostic imaging more accessible globally through cost-effective and innovative solutions.

Oxipit

Lithuanian Oxipit develops automation technologies for medical imaging. The company’s ChestEye is an AI double-reading medical imaging tool. The product analyses final radiologist reports and corresponding medical images. Operating in near-real-time, Oxipit Quality helps to identify reporting errors and improve patient outcomes.

Oxipit and Astra Zeneca launched a joint pilot study in 2021, the software was deployed in two major primary care centers in Lithuania. With nearly 50,000 chest X-ray images analysed, ChestEye Quality identified 190 clinically relevant missed findings, 82 of which were potentially missed subtle pulmonary nodules, potentially identifying additional early instances of lung cancer.

PathAI

Who’s saying that healthcare is limited only to living? Pathology also benefits from technological advancements. Path AI specializes in applying artificial intelligence and machine learning to pathology. Product’s goal is to improve accuracy and efficiency in diagnosing diseases through advanced image analysis and data-driven insights.

Key aspects of this product include digital pathology, disease diagnosis and classification, prognostic and predictive analytics, and drug development and research.

Phe2vec to Identify Disease Phenotypes from EHR

The Icahn School of Medicine at Mount Sinai

An artificial intelligence (AI) deep learning algorithm called Phe2vec can help accelerate clinical research by learning how to identify disease phenotypes from patient electronic health records (EHR).

Phe2vec aims to contribute to the next generation of clinical systems that use machine learning to effectively support clinicians in their activities. These systems capable of scaling to a large number of diseases, patients, and health data promise to offer a more holistic way to examine disease complexity and to improve clinical practice and medical research.

In genetics, phenotypes are the observable physical characteristics of an organism. The combination of phenotype data with genetic information enables a more precise diagnosis of hereditary diseases and conditions. Patient electronic health records are an important source of phenotype data for clinical research.

Currently, phenotyping algorithms are manually hard-coded by researchers, and require advanced knowledge of the target phenotype or disease. Furthermore, these results need to be validated, a time-consuming process.

To improve on the existing process, the researchers used artificial intelligence machine learning to learn from the training data instead of hard-coding. Phe2vec is a scalable, artificial neural network that uses an unsupervised learning framework for EHR-based phenotyping.

Phe2vec derives vector-based representations, i.e., embeddings, of medical concepts to define disease phenotypes using the semantic closeness in the embedding space to a seed concept (e.g., an ICD code). Embeddings are then aggregated at the patient-level to identify populations related to a specific disease based on distance from the phenotype in the embedding space.

For the study, the researchers de-identified the electronic health records of over 1.9 million patients from the Mount Sinai Health System database and aggregated a range of information for each patient such as vital signs, lab tests, medications, procedure codes, diagnosis, and clinical notes.

This method showed performance comparable or superior to that of other widely adopted EHR phenotyping approaches.

The researchers compared Phe2vec versus the existing gold standard called PheKB for ten different conditions including abdominal aortic aneurysm, atrial fibrillation, attention deficit hyperactivity disorder (ADHD), autism (ASD), Crohn disease, dementia, herpes zoster, multiple sclerosis, sickle cell disease, and type 2 diabetes mellitus (T2D).

According to the researchers, Phe2vec performed as well or better than PheKB algorithms with a higher overall positive predictive value (PPV).

Phe2vec obtained better PPV in nine diseases, with highest improvements for herpes zoster and T2D, showing qualitative performances on par with manual phenotypes. Overall, Phe2vec and PheKB achieved an average PPV of 0.94 and 0.82, respectively.

By applying AI deep learning to learn disease phenotypes from patient electronic health records, the researchers have achieved a solution that harnesses unsupervised learning to spot cohorts for any target disease in a manner that is on par or better than existing methods.

Prognos- Artificial Intelligence In Healthcare

Prognos is a healthcare analytics company that leverages artificial intelligence and advanced analytics to transform patient data into actionable insights. They specialize in applying data-driven approaches to improve disease identification, treatment decisions, and patient outcomes.

Key aspects and applications of Prognos’ technology include:

Predictive Analytics: Prognos’ AI algorithms analyze large volumes of patient data, including lab results, claims data, and EHR data, to identify patterns and predict disease outcomes. This helps healthcare providers intervene earlier, personalize treatment plans, and improve patient management.

Disease Registry and Stratification: Prognos’ platform enables the creation of disease registries by aggregating and analyzing patient data. This helps identify high-risk populations, stratify patients based on disease severity, and facilitate targeted interventions and preventive measures.

Real-world Evidence Generation: Prognos analyzes real-world data to generate evidence on treatment outcomes, disease progression, and the effectiveness of interventions. This real-world evidence can support clinical research, inform clinical guidelines, and facilitate evidence-based decision-making.

Performance Measurement and Quality Improvement: Prognos’ analytics tools allow healthcare organizations to measure and track performance indicators, such as adherence to clinical guidelines or quality measures. This supports quality improvement initiatives and helps identify areas for intervention and optimization.

By harnessing the power of AI and analytics, Prognos aims to unlock the value of healthcare data and empower healthcare organizations with actionable insights. Their technology has the potential to improve patient care, enhance population health management, and drive data-informed decision-making in healthcare.

Qure.ai: Radiology AI Solutions

Qure.ai focuses on AI solutions for radiology, enhancing the interpretation of medical images and contributing to more accurate and timely diagnoses.

Regard (previously Health Tensor)

The solution uses artificial intelligence and machine learning to automate diagnosis, create accurate notes for doctors, and remove administrative tasks. The product works with electronic health records (EHRs) to examine patient information, suggest diagnoses, and automate note-writing.

Regard is an interesting product for clinicians and administrators alike, simplifying everyday tasks and introducing AI as a companion and powerful tool.

Sage – Your Personal Health Expert

Sage is an AI-powered personal health assistant that helps individuals achieve their wellness goals through personalized recommendations and lifestyle advice.

Ask questions and get customized suggestions 24/7 through your favorite messenger. Receive lifestyle recommendations, tailored diet and exercise plans to help you achieve your wellness goals. Sage is always ready to give you health advice whenever you need it. It's like having a personal health expert available all the time. Receive meal ideas and shopping lists customized to your preferences, simplifying healthy eating. Sage provides well-rounded advice on exercise, nutrition, stress management, and sleep to support a balanced lifestyle.

S.A.R.A.H, a Smart AI Resource Assistant for Health

A Smart AI Resource Assistant for Health
She uses generative AI to help you lead a healthier life

Sarah is a prototype of a digital health promoter*, available 24/7 in eight languages via video or text. She can provide tips to destress, eat right, quit tobacco and e-cigarettes, as well as give information on several other health topics. She is not designed to give medical advice. 

Sarah: WHO’s first digital health promoter

Using cutting edge technology, Sarah has helped fight misinformation about COVID-19 since the beginning of the pandemic. She now also provides information across major health topics, including mental health, and can share tips to prevent some of the biggest causes of death in the world including cancer, heart disease, lung disease, and diabetes.

She uses generative AI as a base and has also been trained with information from the World Health Organization and trusted partners.

* For a richer conversation experience with Sarah, consider allowing microphone and camera access. This lets you use voice commands and video for a more interactive experience.

WHO Sarah is a prototype using Generative AI to deliver health messages based on available information. However, the answers may not always be accurate because they are based on patterns and probabilities in the available data. The digital health promoter is not designed to give medical advice. WHO takes no responsibility for any conversation content created by Generative AI. Furthermore, the conversation content created by Generative AI in no way represents or comprises the views or beliefs of WHO, and WHO does not warrant or guarantee the accuracy of any conversation content. Please check the WHO website for the most accurate information. By using WHO Sarah, you understand and agree that you should not rely on the answers generated as the sole source of truth or factual information, or as a substitute for professional advice.

All conversation data collected is anonymized and complies with current privacy practices and regulations. We take your privacy very seriously. If you would like to learn more about how your information is collected and used, read the WHO’s privacy policy, Soul Machines Privacy Policy, OpenAI Privacy Policy, OpenAI Terms of Use.

**Sarah was created with technology developed by San Francisco and New Zealand based Digital People company Soul Machines Limited with support from South African based creative company Rooftop.

Sensely - a Virtual Nurse

Sensely is a telehealth app that provides you with a virtual nurse who can recommend treatments and medications and assist in self-care. You can get access to a full suite of services, including symptom checking, assistance with chronic care management, insurance assistance, and mental health programs.

This app guides you through the diagnostic process via a conversational and engaging experience with a digital nurse avatar. You simply need to input your symptoms (including COVID-19 symptoms) and answer a series of questions, and the app will look them up for you. The best part is, Sensely can help you schedule an appointment right away, depending on your need and where you're based.

If you have a chronic condition like asthma or diabetes, the app can provide more information about it and tips for managing it with self-care. With a large archive of medical content available in the app, you can easily look up symptoms or other important information pertaining to your health.

Sensely also makes it easy for you to apply for insurance or manage your policy by answering questions about your condition and the kind of treatment you need. It's a taste of the potential for future innovations in healthcare technology.

Smart Mirror from iCarbonX (ICX)

This as-yet-unrealized smart mirror will help gather, analyze, and display a crush of health data from millions of people. ICX wants to capture more data about your body than has ever before been possible. It starts with your DNA sequence and includes data from Fitbit-style wearables that measure your steps, heart rate, and sleep patterns. Add frequent blood tests to measure various proteins and enzymes that can, say, reflect the health of your heart or signal very early signs of cancer. Include monitoring of the ever-changing levels of metabolites produced by the body as it processes food; traditional blood tests on levels of cholesterol and glucose; heart data from an EKG; and information from your medical history. The goal: continuous monitoring of your health and suggestions of adjustments you might make in your diet and behavior before you slip from being healthy into the early stages of an illness.

Symptomate to Help You Track Your Symptoms

Symptomate is a free health app designed to help you track your symptoms, get accurate diagnoses, and learn about all of your health concerns. Maintaining a timeline of your symptoms can be helpful if you are making a doctor's appointment or need to file an insurance claim.

The app first asks for general information like gender, age, and whether you have any pre-existing conditions such as hypertension or high cholesterol. You can then add any specific symptoms you're experiencing—fatigue, chills, dizziness, or others.

The app also has an easy-to-use interface where you can select the affected body parts right on a human anatomy map. From there, it'll show you a map of the world and ask where you've been in the past twelve months. This can help narrow down possible causes that might be related to infections or viral outbreaks.

Finally, it'll give you a list of possible diagnoses as a starting point for evaluating any health risks. It'll also provide recommended tests based on your answers and links to additional information about related health conditions.

Talkspace

Talkspace is a leading online therapy platform that has been making waves in the realm of digital healthcare. It is designed to provide easy access to licensed therapists for individuals seeking help for various mental health issues. The platform’s primary goal is to make therapy more accessible, flexible, and convenient, thereby bridging the gap between mental health professionals and those who need their services. Talkspace has been successful in creating a user-friendly interface that allows for seamless communication between the user and therapist, making therapy a less daunting experience.

 
What does Talkspace do?

Talkspace provides a platform for online therapy, connecting users with licensed therapists who can provide remote psychotherapy. The platform offers a variety of therapy types, including cognitive behavioral therapy (CBT), dialectical behavior therapy (DBT), and psychodynamic therapy, among others. The service is primarily based on ongoing messaging communication between the user and the therapist, making it a flexible and convenient option for those who may not have the time or means to attend traditional face-to-face therapy sessions. Talkspace aims to make therapy more available to those who need it, regardless of their location or schedule.

 
Talkspace Key Features

Accessibility: Talkspace is designed to be easily accessible to anyone with an internet connection. This means that therapy can be accessed from the comfort of one’s home, eliminating the need for travel and making it a convenient option for those with busy schedules or limited mobility.

Variety of Therapy Types: Talkspace offers a range of therapy types, including cognitive behavioral therapy (CBT), dialectical behavior therapy (DBT), and psychodynamic therapy. This allows users to find a therapy type that best suits their needs and preferences.

Licensed Therapists: All therapists on Talkspace are licensed professionals, ensuring that users receive high-quality care. The platform also provides a matching system to help users find a therapist who specializes in their specific needs.

Affordability: Compared to traditional therapy sessions, Talkspace offers a more affordable option. The platform offers various plans to suit different budgets, making therapy more accessible to a wider range of individuals.

User-Friendly Interface: Talkspace’s interface is designed to be user-friendly, making it easy for users to navigate the platform and communicate with their therapist. The interface is similar to other messaging platforms, making it a familiar and comfortable environment for users.

Privacy and Confidentiality: Talkspace places a high priority on privacy and confidentiality. All communication between the user and the therapist is conducted in a secure chat room, ensuring that sensitive information is kept private.

Tempus- Artificial Intelligence In Healthcare

Tempus is a technology company that utilizes artificial intelligence and data analytics to drive advancements in precision medicine. The company’s mission is to empower healthcare professionals with data-driven insights and tools to deliver personalized care and improve patient outcomes.

Tempus focuses on building an extensive library of clinical and molecular data, along with advanced analytics capabilities, to enable precision medicine in various areas, including:

Genomic Sequencing and Analysis: Tempus utilizes genomic sequencing to gather molecular data from patients. Their AI algorithms then analyze this data to identify genetic variants, biomarkers, and potential therapeutic targets for personalized treatment approaches.

Clinical Data Integration: Tempus integrates and analyzes clinical data from various sources, such as electronic health records (EHRs), pathology reports, and medical imaging, to provide a comprehensive view of a patient’s health profile. This data integration enables physicians to make informed treatment decisions and optimize care plans.

Real-world Data Analytics: Tempus leverages real-world data, including patient outcomes, treatment response rates, and demographic information, to identify patterns and insights that can inform clinical research, drug development, and population health management.

Clinical Decision Support: Tempus develops clinical decision support tools that leverage AI algorithms to provide healthcare professionals with actionable insights at the point of care. This helps them make more informed decisions regarding treatment options, drug interactions, and potential adverse effects.

Tempus aims to bridge the gap between technology and healthcare, leveraging AI and data analytics to unlock the potential of precision medicine. By combining molecular and clinical data, they strive to enable more personalized and targeted therapies, ultimately improving patient outcomes.

Thrive AI Health

Thrive AI Health is a new company co-founded by OpenAI CEO Sam Altman and Huffington Post founder Arianna Huffington, which aims to use the power of AI to improve people's health. The company plans to develop a personalized AI health coach that can provide advice on diet, exercise, sleep and stress management.

Thryve

Thryve is a wellness tool that provides free around-the-clock AI-powered wellbeing support. It offers features designed to boost physical and mental health, without the time and geographic constraints of traditional therapy.

24/7 Wellbeing Support: Continuous access to health support regardless of day or time, providing flexibility for users schedule.

AI-Powered: Utilizes artificial intelligence to provide automated, personalized health advice and support.
Physical Health Support: Provides advice and tips on maintaining and improving physical health habits.

Mental Health Support: Offers resources and coping strategies for managing mental wellbeing, promoting an overall healthier lifestyle.

VisualDx: Visual Diagnostic Aid

VisualDx utilizes AI to assist healthcare professionals in visually diagnosing a wide array of medical conditions, providing a visual reference tool for accurate and efficient diagnoses.

WebMD Symptom Checker

Every day, millions of people turn to WebMD to find health information. The WebMD Symptom Checker is a great way to help you identify common health conditions based on what you're experiencing.

The app is simple to use. All you need to do is enter your age, gender, and symptoms (or select a body part), and then answer a few questions about how you've been feeling lately. The system will give you a list of possible conditions causing your symptoms. For each one, you can click on it to learn more about it, including risk factors, treatment options, and stats on how common the condition is.

The app provides a range of features to help you manage your medication needs. You can create medication schedules, monitor drug interactions, identify pills, and even track allergies and other sensitivities.

Zebra Medical Vision

Zebra Medical Vision is a leading company that leverages artificial intelligence and machine learning to develop advanced medical imaging analytics. Their AI-powered platform aims to assist radiologists and healthcare professionals in detecting and diagnosing various medical conditions.

Zebra Medical Vision offers a range of AI-based applications and algorithms designed to analyze medical images and provide valuable insights. Some key applications of Zebra Medical Vision include:

Disease Detection and Diagnosis: Zebra Medical Vision’s algorithms can detect indications of various diseases and conditions within medical images, including lung cancer, breast cancer, liver diseases, cardiovascular conditions, and more. This assists radiologists in making accurate diagnoses and improves early disease detection.

Quantitative Imaging Biomarkers: Zebra Medical Vision’s platform can automatically extract quantitative measurements and biomarkers from medical images. This allows for objective and standardized assessments of conditions like osteoporosis, fatty liver, and coronary artery calcifications.

Triage and Prioritization: Zebra Medical Vision’s algorithms can assist in triaging and prioritizing medical cases based on the severity of detected abnormalities. This helps radiologists and healthcare professionals manage their workload more efficiently and prioritize urgent cases.

Longitudinal Tracking: Zebra Medical Vision’s platform enables the tracking and comparison of medical images over time. This is particularly useful for monitoring disease progression, evaluating treatment response, and identifying potential changes in a patient’s condition.

By harnessing the power of AI and machine learning, Zebra Medical Vision aims to enhance the accuracy, efficiency, and accessibility of medical imaging analysis. Their solutions have the potential to assist radiologists in making more informed decisions, improving patient outcomes, and optimizing healthcare resources.

Comments: