Useful Links

✍️ Writing

How to Get Your SIGGRAPH Paper Rejected

🎨 Illustration Resources

ScienDraw: https://scidraw.io

📚 AI and CV related Journals

I’ve put together a list of journals in computer vision, artificial intelligence, and medical AI. It’s not a complete list, and it’s just meant for reference—no ranking or quality comparisons intended.

Nature Portfolio

Nature research journals

• Nature
• Nature Machine Intelligence
• Nature Computational Science
• Nature Biomedical Engineering
• Nature Medicine
• Nature Methods
• Nature Biotechnology

Multidisciplinary (open access)

• Nature Communications
• Scientific Reports
• Scientific Data (dataset descriptors)

Communications journals

• Communications Engineering
• Communications Medicine
• Communications Biology

npj journals

• npj Digital Medicine
• npj Artificial Intelligence
• npj Imaging
• npj Biomedical Innovations
• npj Precision Oncology
• npj Robotics

Collections

• Applications of Artificial Intelligence in Cancer
• Health Sciences

AI, Computer Vision

• IEEE Transactions on Pattern Analysis and Machine Intelligence
• International Journal of Computer Vision
• IEEE Transactions on Image Processing
• IEEE Transactions on Neural Networks and Learning Systems
• IEEE Transactions on Artificial Intelligence
• Journal of Machine Learning Research
• Transactions on Machine Learning Research
• Pattern Recognition
• Pattern Recognition Letters
• Computer Vision and Image Understanding
• Applied Soft Computing
• Patterns (Cell Press)

3D Vision, Robotics

• IEEE Transactions on Robotics
• IEEE Robotics and Automation Letters
• Science Robotics

AI, Medicine, and Life Sciences

• IEEE Transactions on Medical Imaging
• Medical Image Analysis
• IEEE Journal of Biomedical and Health Informatics
• NEJM AI
• The Lancet Digital Health
• Radiology: Artificial Intelligence
• Cell Reports Medicine

Nature-family medical journals (Nature Medicine, Nature Biomedical Engineering, Communications Medicine, npj Digital Medicine, …) are listed under Nature Portfolio.

Researchers

• Ben Glocker, https://scholar.google.com/citations?user=g_HtjLIAAAAJ, Medical Imaging

• Konstantinos, Kamnitsas, https://scholar.google.com/citations?user=e1QWXJIAAAAJ, Medical Imaging

• Nassir Navab, https://scholar.google.com/citations?user=kzoVUPYAAAAJ, Medical Imaging

Courses

Linear Algebra (Gilbert Strang, MIT)

Datasets

https://wwwn.cdc.gov/nchs/nhanes

https://www.ukbiobank.ac.uk