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.
- 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
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
Contributions are welcome. Please ensure your submission fully follows the requirements outlined in CONTRIBUTING.md, including formatting, scope alignment, and category placement.
Pull requests that do not adhere to the contribution guidelines may be closed.
