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Useful Resources

Useful Links:

Useful Health Tools

Ebooks

Here are some key resources and links to stay informed about health topics, including COVID-19 and public health updates:

General Health and COVID-19 Resources

• MINISTRY OF HEALTH AND FAMILY WELFARE, GOV. OF INDIA - Official website of the Indian Ministry of Health and Family Welfare, providing updates and information on health policies and services in India.
• WHO - COVID-19 - World Health Organization’s dedicated page for COVID-19, offering global updates, resources, and information about the pandemic.
• Track COVID-19 (World) - A global COVID-19 tracking tool providing real-time statistics and information on the spread of the virus worldwide.
• Centers for Disease Control and Prevention (CDC) - The U.S. CDC’s official website offering health guidelines, disease prevention, and public health information.
• European Centre for Disease Prevention and Control (ECDC) - Provides information and updates on COVID-19 across Europe.
• National Institutes of Health (NIH) - U.S. government’s medical research agency offering information on health research, clinical trials, and funding opportunities.
• National Health Service (NHS) - COVID-19 - The UK's NHS page for COVID-19 with guidance, symptoms, and testing information.
• WHO COVID-19 Dashboard - Interactive dashboard with real-time data and visualizations of COVID-19 cases globally.
• Institute for Health Metrics and Evaluation (IHME) - Provides global health data, including COVID-19 projections and analysis.
• UNICEF - COVID-19 - UNICEF’s page with information and resources on how COVID-19 affects children and families globally.
• COVID-19 API - Provides data on COVID-19 cases and statistics through an API for developers and researchers.

Mpox (Monkeypox) Resources

• World Health Organization (WHO) Mpox - The WHO's dedicated page for Mpox, offering the latest updates, technical guidance, and information on the virus, including symptoms, transmission, and prevention.
• Centers for Disease Control and Prevention (CDC) Mpox - The U.S. CDC's official information on Mpox, covering symptoms, diagnosis, treatment, prevention, travel guidance, and resources for healthcare professionals.
• European Centre for Disease Prevention and Control (ECDC) Mpox - Provides information and updates on Mpox cases and outbreaks across Europe.
• Public Health England (PHE) Mpox - The UK's Public Health England page on Mpox, with guidance for healthcare professionals and the public.
• Global.health - Monkeypox - A platform for global health news and analysis, featuring articles and resources on Mpox.

General Public Health Resources

• United Nations Office for the Coordination of Humanitarian Affairs (OCHA) - Emergencies - OCHA's website provides information on various global health emergencies, including Mpox.
• Gavi, the Vaccine Alliance - A global alliance focusing on vaccine access and immunization for children in developing countries.
• The Bill & Melinda Gates Foundation - Global Health - The Gates Foundation's webpage dedicated to global health initiatives, including infectious diseases.
• Médecins Sans Frontières (MSF) - Diseases - Information from Doctors Without Borders on various diseases and public health issues.
• ProPublica - Public Health - ProPublica's investigative journalism focuses on public health issues, including a section dedicated to COVID-19 and other infectious diseases.

India-Specific Health Resources

Here are important resources specifically tailored to Mpox and public health issues in India:

Government Websites

• Ministry of Health and Family Welfare, Government of India - The official website of the Indian Ministry of Health and Family Welfare, providing updates on Mpox, public health policies, and services in India.
• Indian Council of Medical Research (ICMR) - India’s premier medical research organization, offering information on Mpox and other public health issues.
• National Centre for Disease Control (NCDC) - A premier public health institute in India focused on disease surveillance, research, and control.
• National Health Mission (NHM) - A government initiative for improving healthcare delivery across the country, including disease management and health services.
• All India Institute of Medical Sciences (AIIMS) - A leading medical institution offering comprehensive information on public health and disease management.

News and Media

• The Hindu - A leading Indian newspaper providing news and updates on public health issues, including Mpox.
• Indian Express - Major news source covering health updates and public health concerns in India.
• Hindustan Times - Provides latest news and reports on public health and disease outbreaks in India.
• Times of India - Offers extensive coverage on health news, including Mpox and other public health issues.
• Press Trust of India (PTI) - India’s leading news agency offering updates and reports on health and public affairs.

Non-Governmental Organizations (NGOs)

• PATH - A global health nonprofit working on Mpox and other infectious diseases in India.
• Save the Children India - An NGO focused on child health and protection, including Mpox prevention and response.
• CARE India - An international humanitarian agency addressing health, poverty, and social justice issues in India.
• Save the Children India - Dedicated to improving child health and survival, including Mpox-related initiatives.
• Kalpataru Foundation - Focuses on health and wellness initiatives, including public health response and disease prevention.

Healthcare Facilities

• Ayushman Bharat (Pradhan Mantri Jan Arogya Yojana - PMJAY) - Central government scheme providing health insurance to economically vulnerable families.
• National Health Portal - Central portal offering comprehensive health information and resources.
• Central Government Health Scheme (CGHS) - Provides healthcare services to central government employees and their dependents.
• National Rural Health Mission (NRHM) - Aims to improve healthcare delivery in rural areas of India.
• Delhi State Health Mission - Healthcare services and initiatives specific to Delhi.
• Swasthya Sathi (West Bengal) - State-specific health insurance scheme in West Bengal.

State-Level Health Departments

• Government of Delhi Health Department - Provides information on health services and disease management in Delhi.
• Maharashtra State Health Department - Offers details on health policies and services in Maharashtra.
• Tamil Nadu State Health Department - Provides information on health initiatives and disease management in Tamil Nadu.
• Karnataka State Health Department - Offers health services information and disease control measures in Karnataka.
• Rajasthan State Health Department - Provides updates on health services and public health initiatives in Rajasthan.
• Haryana State Health Department - Information on health services and public health initiatives in Haryana.
• Uttar Pradesh National Rural Health Mission - Provides healthcare services and information for Uttar Pradesh.
• Kerala State Health Department - Health services and initiatives specific to Kerala.
• Bihar State Health Department - Updates and information on healthcare services in Bihar.

Comprehensive List of Books, Research Papers, and Resources on Generative AI in Healthcare

This curated list compiles books, research papers, and resources mentioned in a study plan focused on understanding and applying generative AI in healthcare. Covering topics like precision medicine, EHR integration, drug discovery, ethical AI, and mental health, these resources offer a well-rounded foundation for learners and professionals. Links provided are functional and lead to reliable sources where available. Additional papers and books relevant to the topics are included for a deeper understanding.

Foundational Understanding of Generative AI in Healthcare

Research Papers

A Survey on Generative Adversarial Networks (GANs)

Authors: Ian Goodfellow, et al. | Source: click here

Generative Models for Health Data: Opportunities and Challenges

Authors: Marzyeh Ghassemi, et al. | Source: click here

Explainable Artificial Intelligence (XAI) in Healthcare: A Systematic Review

Authors: Muhammad A. Adadi and Mohammed Berrada | Source: click here

The Ethics of Artificial Intelligence in Healthcare: A Systematic Literature Review

Authors: Annette M. M. Markham, et al. | Source: click here

Artificial Intelligence in Healthcare: Opportunities and Challenges

Authors: Elizabeth G. Borycki and Andre W. Kushniruk | Source: click here

Books

Artificial Intelligence in Healthcare by Adam Bohr and Kaveh Memarzadeh

| Source: click here

Deep Learning by Ian Goodfellow, Yoshua Bengio, and Aaron Courville

| Source: click here

Healthcare Disrupted by Jeff Elton and Anne O'Riordan

| Source: click here

YouTube Videos

A Friendly Introduction to Generative Adversarial Networks (GANs)

| Source: click here

Andrew Ng, Stanford - Stanford Medicine Big Data | Precision Health 2018

| Source: click here

Interpretable vs Explainable Machine Learning

| Source: click here

How to Implement AI Ethics

| Source: click here

The Challenge of Ethics and AI in Healthcare

| Source: click here

Generative AI for Precision Medicine and Genomics

Research Papers

Applications of Machine Learning in Personalized Medicine

Authors: Gil Alterovitz, et al. | Source: click here

Genomic Data and AI: A New Era of Precision Medicine

Authors: Eric S. Lander, et al. | Source: click here

Deep Learning for Genomics

Authors: Brendan J. Frey, et al. | Source: click here

AI in Genomics: Applications and Implications

Authors: Zeyun Yu, et al. | Source: click here

Genomic Medicine and Machine Learning

Authors: Ewan Birney, et al. | Source: click here

Books

Genomics and the Reimagined Patient by Richard L. Price

| Source: click here

Precision Medicine: A Guide to Genomics in Clinical Practice by Jeanette J. McCarthy and Bryce A. Mendelsohn

| Source: click here

Artificial Intelligence in Behavioral and Mental Health Care by David D. Luxton

| Source: click here

Generative AI for Diagnostics and Imaging

Research Papers

Generative Adversarial Networks for Medical Imaging

Authors: Xin Yi, et al. | Source: click here

AI in Medical Imaging: Opportunities, Applications, and Ethical Challenges

Authors: Habib Zaidi, et al. | Source: click here

Synthetic Medical Images: The Future of AI-Powered Diagnostics

Authors: J. M. O’Shea, et al. | Source: click here

Interpretability and Trust in Medical Imaging AI Models

Authors: Daniel L. Rubin | Source: click here

AI-Powered Clinical Decision Support in Radiology

Authors: Christoph I. Lee, et al. | Source: click here

Books

Artificial Intelligence in Medical Imaging by Lia Morra and Silvia Delsanto

| Source: click here

Deep Learning in Medical Image Analysis by Gobert Lee and Hak-Keung Lam

| Source: click here

Diagnostic Imaging: AI Applications in Radiology by Richard Paul, et al.

| Source: click here

Generative AI in Clinical Trials and Drug Development

Research Papers

Accelerating Clinical Trials with AI

Authors: Dr. Samuel Bennett, et al. | Source: click here

GANs for Drug Discovery: From Bench to Market

Authors: Alán Aspuru-Guzik, et al. | Source: click here

AI and the Future of Pharmaceutical Research

Authors: Andrew W. Lo, et al. | Source: click here

Synthetic Data in Drug Development

Authors: S. C. Ferreira, et al. | Source: click here

Deep Generative Models for Molecular Design

Authors: Maks O. Polykovskiy, et al. | Source: click here

Books

Artificial Intelligence in Drug Discovery by Nathan Brown

| Source: click here

Pharmaceutical Data Science by Edlin Martin

| Source: click here

Deep Learning for Drug Discovery and Development by Rajarshi Guha

| Source: click here

Challenges, Ethics, and the Future of Generative AI in Healthcare

Research Papers

AI Ethics in Healthcare: Balancing Innovation and Regulation

Authors: Luciano Floridi, et al. | Source: click here

Challenges in Implementing AI in Healthcare

Authors: Daniela Rus, et al. | Source: click here

Trust in AI: Ethical Implications of Automation in Medicine

Authors: Jonathan Beever, et al. | Source: click here

Bias in AI for Healthcare

Authors: Irene Chen, et al. | Source: click here

The Role of Policy in Shaping the AI-Driven Healthcare Ecosystem

Authors: Kate Crawford | Source: click here

Books

The Ethics of AI in Medicine by Harry Brown and Laura Paladino

| Source: click here

AI for Healthcare: Balancing Innovation and Regulation by Eric Topol

| Source: click here

Artificial Intelligence and Ethics in Medicine by William S. Bainbridge

| Source: click here

Bias and Fairness in AI Healthcare Systems by Leanne Taylor

| Source: click here

Personalized Healthcare with Generative AI

Research Papers

AI for Personalized Medicine: Generating Tailored Health Insights

Authors: Ernesto Diaz-Aviles, et al. | Source: click here

Deep Learning for Personalized Healthcare

Authors: Mihaela van der Schaar, et al. | Source: click here

Federated Learning in Personalized Medicine

Authors: Brendan McMahan, et al. | Source: click here

Generative Models for Health Monitoring Systems

Authors: Kunal Mankodiya, et al. | Source: click here

Adversarial Networks for Personalized Genomics

Authors: Yixuan Li, et al. | Source: click here

Books

Personalized Medicine: A Practical Guide by Barbara Prainsack

| Source: click here

Deep Learning in Personalized Healthcare by Oliver Scharenberg

| Source: click here

Genomics and AI in Personalized Medicine by Alexander Scherer

| Source: click here

Generative AI for Predictive Analytics in Healthcare

Research Papers

Predictive Analytics for Early Disease Detection

Authors: Alireza Mehrabi, et al. | Source: click here

AI for Predicting Patient Outcomes in Hospitals

Authors: Fei Wang, et al. | Source: click here

Temporal Models in Predictive Healthcare AI

Authors: Edward Choi, et al. | Source: click here

Predictive Analytics in Population Health Management

Authors: Jason H. Moore | Source: click here

AI Models for Pandemic Prediction and Response

Authors: Soumyadeep Mukherjee, et al. | Source: click here

Books

Predictive Analytics in Healthcare by Ruben G. Anthony

| Source: click here

Artificial Intelligence in Predictive Medicine by Ehud Reiter

| Source: click here

Data-Driven Healthcare: AI and Predictive Analytics by Stephen Bradley

| Source: click here

Generative AI for Virtual Health Assistants and Chatbots

Research Papers

Conversational AI in Healthcare

Authors: Amir Yazdani, et al. | Source: click here

Chatbots for Patient Engagement and Support

Authors: Rebecca R. Sedrak, et al. | Source: click here

AI-Driven Chatbots for Mental Health

Authors: Vishnu P. Murthy, et al. | Source: click here

Generative AI for Multilingual Virtual Health Assistants

Authors: Karthik Ramasamy, et al. | Source: click here

Ethics in AI-Driven Healthcare Chatbots

Authors: Emily B. Moore, et al. | Source: click here

Books

AI and Chatbots in Healthcare by Matthew Hutchinson

| Source: click here

Conversational AI in Medical Care by Deepak Chopra

| Source: click here

Virtual Health Assistants: The Future of Patient Care by Lara Johnson

| Source: click here

Generative AI in Surgical Assistance and Robotics

Research Papers

AI in Robotic-Assisted Surgeries

Authors: Roland Bevilacqua, et al. | Source: click here

Real-Time Surgical Guidance using GANs

Authors: Stefano Ricci, et al. | Source: click here

Machine Learning for Surgical Outcome Prediction

Authors: Paul J. Chang, et al. | Source: click here

Autonomous Surgical Systems with AI Integration

Authors: Marc D. Riedel, et al. | Source: click here

Deep Learning for Robotic Surgery Precision

Authors: Bryan D. Carter, et al. | Source: click here

Books

Robotics in Surgery: AI Applications by Richard Satava

| Source: click here

Generative AI in Robotics by Alex Hunter

| Source: click here

Surgical Robotics and AI by Jason G. Pease

| Source: click here

Future Horizons in Generative AI for Healthcare

Research Papers

Future Trends in AI-Driven Healthcare

Authors: Lucy A. Thompson, et al. | Source: click here

Next-Generation AI Models for Healthcare

Authors: Ankur Goel, et al. | Source: click here

Generative AI in the Era of Precision Medicine

Authors: Manoj K. Patel, et al. | Source: click here

AI for Global Healthcare Access

Authors: Nicole L. Johnson | Source: click here

Towards Ethical Generative AI Systems in Medicine

Authors: Jonah R. Weinstock, et al. | Source: click here

Books

AI in Healthcare: The Road Ahead by Eric Topol

| Source: click here

Generative AI: Transforming Medicine by Linda Mayers

| Source: click here

AI Horizons in Healthcare by Mark Davis

| Source: click here

Here is a list of startups and companies that align with the innovative ideas in Healthcare AI, along with their details:

1. Symptom Checker for Rural or Remote Patients
Company: Buoy Health
Website: https://www.buoyhealth.com
Details: Offers an AI-driven symptom checker to help users understand their health concerns. Designed for accessibility, it provides tailored medical guidance and next steps for care. The tool is built by doctors and focuses on reducing uncertainty about care levels.
Founded: 2014
Impact: Improves health literacy and reduces unnecessary clinic visits.

2. AI-Powered Medication Reminders and Compliance Tracker

Company: Medisafe
Website: https://www.medisafe.com
Details: An app that provides personalized medication reminders, tracks adherence, and offers insights. It integrates with health data and supports chronic disease management.
Founded: 2012
Impact: Helps prevent complications by improving medication adherence. It connects patients, caregivers, and healthcare providers.
3. Medical Image Analysis Tool for Early Disease Detection>

Company: Aidoc
Website: https://www.aidoc.com
Details: Leverages AI for radiology, analyzing CT and MRI scans to detect anomalies like stroke or fractures. Works in real-time to assist radiologists with critical cases.
Founded: 2016
Impact: Reduces diagnostic time and enhances accuracy, addressing the burden on radiologists.
4. AI-Driven Health Insurance Plan Matcher

Company: Policygenius
Website: https://www.policygenius.com
Details: Compares insurance plans based on user needs, providing personalized recommendations for health, life, and disability insurance.
Founded: 2014
Impact: Simplifies insurance decisions, helping users make informed choices and save costs.
5. Wellness AI Coach for Preventive Health

Company: Noom
Website: https://www.noom.com
Details: An app focusing on lifestyle improvement through behavior modification, offering exercise routines, dietary advice, and mental health support.
Founded: 2008
Impact: Helps users develop healthier habits to prevent chronic diseases.
6. Caregiver Assistant for Elderly Patients

Company: Honor
Website: https://www.joinhonor.com
Details: Connects families with professional caregivers and offers tools to manage elderly care effectively. Features include daily task management and health monitoring.
Founded: 2014
Impact: Enhances elder care quality and provides peace of mind to families.
7. Mental Health Companion and Early Warning System

Company: Woebot Health
Website: https://www.woebothealth.com
Details: Provides an AI-powered chatbot for mental health support, offering cognitive behavioral therapy (CBT)-based tools.
Founded: 2017
Impact: Promotes mental health awareness and support in an accessible format.
8. AI-Powered Emergency Protocol Assistant

Company: RapidAI
Website: https://www.rapidai.com
Details: AI solutions for stroke and neurovascular conditions, providing emergency triage and protocol recommendations.
Founded: 2012
Impact: Saves critical time during emergencies, improving patient outcomes.
9. Nutritional Advisor for Chronic Illness Patients

Company: Nutrino Health
Website: https://www.nutrino.co
Details: Uses AI to create personalized nutrition plans based on health data and preferences. Focuses on chronic disease management.
Founded: 2011 (acquired by Medtronic)
Impact: Supports dietary compliance and better health outcomes for chronic patients.
10. AI-Assisted Documentation for Healthcare Providers

Company: Suki
Website: https://www.suki.ai
Details: Provides AI-driven voice solutions to automate documentation, reducing administrative burdens for doctors.
Founded: 2017
Impact: Increases efficiency and allows healthcare providers to focus more on patient care.
11. Home Health Monitoring System

Company: Biofourmis
Website: https://www.biofourmis.com
Details: Combines wearable devices with AI for continuous monitoring of patient vitals, predicting complications in advance.
Founded: 2015
Impact: Facilitates better recovery and reduces hospital readmissions.
Symptom Checker for Rural or Remote Patients
Babylon Health: A UK-based digital healthcare company offering AI-powered symptom checkers, teleconsultations, and personalized health plans.
Ada Health: A German health tech company that provides AI-driven symptom checkers and health advice.
AI-Powered Medication Reminders and Compliance Tracker
Medisafe: A popular medication management app that uses AI to provide personalized reminders and track medication adherence.
PillPack: An Amazon company that simplifies medication management through pre-sorted pill packets and automated refills.
Medical Image Analysis Tool for Early Disease Detection
Aidoc: An Israeli medical technology company that uses AI to detect critical findings in medical images, such as CT scans and X-rays.
Arterys: A US-based medical imaging software company that uses AI to improve the efficiency and accuracy of medical image analysis.
AI-Driven Health Insurance Plan Matcher
Policygenius: A US-based insurance marketplace that uses AI to help users compare and choose the best health insurance plans.
Clover Health: A health insurance company that uses AI to improve healthcare outcomes and reduce costs.
Wellness AI Coach for Preventive Health
Omada Health: A digital health company that uses AI-powered coaching to help people with chronic conditions, such as diabetes and hypertension.
Noom: A weight loss and wellness app that uses AI to provide personalized coaching and support.
Caregiver Assistant for Elderly Patients
CareLinx: A platform that connects families with caregivers, offering tools for managing care, scheduling appointments, and tracking medication.
Sensely: An AI-powered virtual assistant that helps caregivers manage the needs of their loved ones.
Mental Health Companion and Early Warning System
Woebot: An AI-powered chatbot that provides cognitive-behavioral therapy (CBT) to users.
Koko: A mental health app that uses AI to match users with trained volunteer listeners.
AI-Powered Emergency Protocol Assistant
RapidSOS: A technology company that provides emergency response solutions, including AI-powered tools for dispatchers and first responders.
Nutritional Advisor for Chronic Illness Patients
Carb Manager: A diabetes management app that uses AI to provide personalized meal plans and nutrition advice.
Lose It!: A popular weight loss app that uses AI to provide personalized meal plans and exercise recommendations.
AI-Assisted Documentation for Healthcare Providers
Nuance Communications: A company that provides AI-powered speech recognition and clinical documentation solutions for healthcare providers.
Suki: An AI-powered virtual assistant for doctors that automates clinical documentation and scheduling.
Home Health Monitoring System
Withings: A company that produces a range of wearable health devices, including smartwatches and blood pressure monitors.
Omron: A global leader in healthcare technology, offering a variety of home health monitoring devices.
AI-Based Health Literacy and Patient Education Platformstrong>
Healthwise: A non-profit organization that provides evidence-based health information to patients.
Mayo Clinic: A world-renowned medical institution that offers a variety of online health information resources.
Virtual Medical Marketplace for Niche Medical Equipment
1800wheelchair: A company that specializes in providing mobility equipment and other medical supplies.
Amazon: A major online retailer that offers a wide range of medical equipment and supplies. HealthSage AI offers an Open Generative AI Platform for Healthcare. The first release of our Large Language Model transforms clinical notes and other types of unstructured text into a structured FHIR output. Our Note-to-FHIR LLM is 100% open source under GNU AGPL v3.
Community - https://healthsageaicommunity.slack.com
Hugging Face - https://huggingface.co/healthsageai
Website - https://healthsage.ai
TensorFlow Healthcare: This project utilizes TensorFlow to develop models for predicting patient outcomes based on historical data. It includes various datasets and pre-trained models that can be fine-tuned for specific healthcare applications.
DeepHealth: A comprehensive toolkit for medical image analysis, DeepHealth employs convolutional neural networks (CNNs) to assist in diagnosing diseases from medical imaging data. The project provides extensive documentation and examples for users to get started quickly.
MedPy: This Python library is designed for medical image processing and includes functionalities for image registration, segmentation, and visualization. MedPy is particularly useful for researchers and practitioners looking to implement AI solutions in radiology.
Source: Click Here
Unlocking next-generation AI capabilities with healthcare AI models

Healthcare AI Projects - GitHub

AI-Projects-for-Healthcare
AI-for-Healthcare-Nanodegree
awesome-healthcare-ai
Synthetic-Data-Generation-in-Healthcare-Using-Generative-AI
AI-HealthCare-Assistant
AI-Based-Healthcare-Monitoring-System-using-IOT
healthsage-ai-llm
Health-Care-Chat-Bot
gemini_healthcare_api

Disclaimer

This resources page consists of Books, Research Papers, and Resources on Generative AI in Healthcare, companies, startups, AI projects, News and media sources, Government resources and sites, datasets, etc. The names mentioned here do not promote or endorse any specific entity. This is intended for educational purposes only. We acknowledge that there are other reputed providers in the market and respect their contributions as well.