Resources(fMRI):
- MRI Physics
- Introducing MRI
- fMRI Bootcamp
- Foundations of NeuroImaging
- Principles of fMRI Course by Tor and Martin, lectures in order
- Lectures for Chaos
- Monash Biomedical Imaging Seminars
- FSL Course Lectures 2021
- Pybrain: MRI analysis in Python using Nipype, Nilearn
- EuSoMII WEBINARS
- Virtual Summer Training Program 2020
Books:
Neuroscience Resources:
- Neuroscience Crash Course
- Stanford Neuroscience Course
- MIT 9.13 The Human Brain, Spring 2019
- Computational Cognitive Neuroscience, 2020
- STUFF ABOUT HUMAN BRAIN(a little obsessive but ) PLAYLIST
- MIT 6.S897 Machine Learning for Healthcare, Spring 2019
- Neurology Clerks
- Understanding the Brain
- Neuro Science and Neuro Imaging
AI in healthcare:
- Machine Learning in Health Care
- Big Data and Machine Learning in Healthcare: How, Why, and When
- MD vs. Machine: Artificial intelligence in health care
- [Webinar] Deep Learning for Medical Imaging
- Bringing AI and machine learning innovations to healthcare (Google I/O '18)
- Building AI models for healthcare (ML Tech Talks)
- AI for Medicine
Deep Learning:
- Neural Networks
- Deep Learning Fundamentals - Intro to Neural Networks
- MIT Deep Learning 2021
- Learn PyTorch for deep learning
- PyTorch and Monai for AI Healthcare Imaging
Library and Packages:
Datasets: