Explore trusted open-source tools used in biomedical research, medical imaging, molecular visualization, biomechanics, bioinformatics, and healthcare AI.
Biomechanics & Movement
Open-source musculoskeletal modeling and simulation software for studying movement, muscles, joints, rehabilitation, and orthopedics.
Best for students connecting anatomy, physics, movement analysis, and computational modeling.
Molecular & Structural Biology
Molecular visualization software for exploring proteins, DNA/RNA, molecular surfaces, and structure-based biology.
Best for students learning how molecules, proteins, and drug discovery connect to medicine.
Medical Imaging
Free open-source platform for visualization, segmentation, registration, and analysis of medical and biomedical images.
Best for students exploring MRI, CT, segmentation, and medical image analysis workflows.
Medical Imaging AI
PyTorch-based open-source framework for medical imaging AI research, training, annotation, and deployment workflows.
Best for advanced students learning how medical imaging models are trained and evaluated.
Data Science & ML
Core open-source tools for notebooks, data analysis, machine learning experiments, and AI model development.
Best for students building the technical foundation needed for AI in medicine projects.
Bioinformatics
Open-source bioinformatics resources for sequence analysis, genomics workflows, and computational biology learning.
Best for students connecting DNA, datasets, genomics, and biomedical research questions.
Learning Bridge
Students can move from DNA, proteins, and medical images into structured datasets and model-ready questions.
Each tool is presented with a student use case so learning starts with a question, not only software features.
Open-source platforms make it possible to learn how medicine, research, and AI workflows fit together.
AIMed can add more tools and student learning paths across medicine, AI, biology, imaging, and data science.