Awesome AI in Healthcare

     

A curated list of tools, frameworks, applications, datasets, and resources for AI in Healthcare. This list covers areas such as medical imaging, diagnostics, patient management, drug discovery, and more.

Contents

• General Resources
• Medical Imaging
• Diagnostics and Decision Support
• Patient Management
• Drug Discovery
• Genomics and Personalized Medicine
• AI in Mental Health
• Open Datasets
• Ethics and Governance
• Educational Resources
• Community and Forums
• Contribute
• License

General Resources

• What is AI in Healthcare? - Overview of AI applications in healthcare.
• World Health Organization (WHO) on AI - Articles and guidelines on using AI in healthcare.
• AI4Health - Resources and tools for advancing AI in healthcare.

Medical Imaging

• NVIDIA Clara - A platform for AI-based medical imaging and workflows.
• DeepMind Health - AI solutions for analyzing medical images, such as eye diseases and cancer detection.
• PyRadiomics - A library for extracting radiomic features from medical imaging.
• MONAI - A deep learning library for medical imaging AI.
• RadNet - AI-powered radiology diagnostics platform.

Diagnostics and Decision Support

• Watson Health - AI-powered tools for clinical decision support.
• Infermedica - A platform for AI-driven symptom checking and triage.
• Aidoc - AI for real-time analysis of medical images for diagnostics.
• Google Health AI - AI tools for diagnostics and clinical predictions.
• PathAI - AI solutions for pathology diagnostics.

Patient Management

• Epic Systems - AI-enhanced electronic health record (EHR) system.
• CareSkore - AI for patient risk stratification and management.
• Health Catalyst - AI-powered analytics for patient outcomes and operational efficiency.
• Viz.ai - AI for real-time patient care coordination, especially in stroke cases.
• Cerner AI - AI solutions for patient engagement and EHR integration.

Drug Discovery

• Atomwise - AI-driven drug discovery using deep learning.
• Insilico Medicine - AI for target identification and drug development.
• Recursion - AI for high-throughput drug screening and cellular biology.
• BenevolentAI - AI solutions for drug discovery and development pipelines.
• Schrödinger - AI-powered molecular modeling for drug design.

Genomics and Personalized Medicine

• Deep Genomics - AI for genomic data interpretation and drug discovery.
• Fabric Genomics - AI for genomic analysis and clinical interpretation.
• GRAIL - AI-based blood testing for early cancer detection.
• Epinomics - AI-driven tools for epigenomics research.
• DNAnexus - A platform for genomic data analysis and precision medicine.

AI in Mental Health

• Woebot - An AI chatbot for mental health support.
• Wysa - An AI-driven mental health and well-being chatbot.
• Ginger - AI-powered behavioral health coaching and therapy.
• Mindstrong - AI tools for tracking and managing mental health.
• Cognoa - AI-based diagnostics for behavioral and developmental disorders.

Open Datasets

• MIMIC-III - A publicly available dataset of anonymized health records.
• NIH Chest X-ray Dataset - A dataset for developing AI in radiology.
• UK Biobank - A large-scale biomedical database for research.
• OpenNeuro - Neuroimaging datasets for research purposes.
• TCGA (The Cancer Genome Atlas) - Genomic data for cancer research.

Ethics and Governance

• AI Ethics in Healthcare - Articles and resources on ethical challenges in AI-driven healthcare.
• Future of Life Institute: AI in Medicine - Resources and discussions on ensuring safe and ethical AI use in medicine.
• Google Responsible AI Practices - Ethical guidelines for building healthcare AI tools.
• Partnership on AI - A multi-stakeholder initiative on ethical AI development.

Educational Resources

• Coursera: AI for Medicine - Courses on AI applications in diagnostics and treatment.
• MIT OpenCourseWare: AI in Healthcare - Free resources for learning AI in medical applications.
• Stanford Medicine AI Program - A program exploring AI applications in medicine.
• Deep Learning for Healthcare - Educational content on using deep learning in healthcare.
• AI in Healthcare Blogs - Regular updates on healthcare AI innovations.

Community and Forums

• r/AIinHealthcare - A subreddit for discussing AI applications in healthcare.
• Healthcare IT Forums - Forums for sharing AI-related insights and developments in healthcare.
• AI Med Community - A platform for connecting healthcare and AI professionals.
• Bioinformatics.org - Forums for bioinformatics and AI in healthcare.
• LinkedIn Healthcare AI Groups - Groups for networking and discussions on healthcare AI.

Contribute

Contributions are welcome!

License