Extra Educational Materials

Description	URL
Published Cardiac Segmentation Model	‣
Automated cardiovascular magnetic resonance image analysis with fully convolutional networks	https://jcmr-online.biomedcentral.com/articles/10.1186/s12968-018-0471-x
Data Generator Example	https://stanford.edu/~shervine/blog/keras-how-to-generate-data-on-the-fly
biologically-informed neural networks GenNet	‣
DAXOS is a Python library designed to efficiently run Dask and XGBoost on SNP data	‣
Pathway annotation and enrichment tests	‣
MB-MDR gene-gene and/or gene-environment interactions	http://bio3.giga.ulg.ac.be/index.php/software/mb-mdr/
Steps to avoid overuse and misuse of machine learning in clinical research	https://www.nature.com/articles/s41591-022-01961-6
WHO calls for safe and ethical AI for health	https://www.who.int/news/item/16-05-2023-who-calls-for-safe-and-ethical-ai-for-health
Dimensionality reduction	https://medium.com/@bsinghrathore32/dimensionality-reduction-techniques-day-16-c9ef626c1b88
Confidential Multi-Party AI for Genomics	https://compai.oasysnow.com/docs/
Pattern and Knowledge Extraction using Process Data Analytics: A Tutorial	https://www.sciencedirect.com/science/article/pii/S240589631831913X?via=ihub
Learning the parts of objects by non-negative matrix factorization	https://www.nature.com/articles/44565
Autoencoders	https://www.geeksforgeeks.org/types-of-autoencoders/
Multi-omic and multi-view clustering algorithms: review and cancer benchmark	https://academic.oup.com/nar/article/46/20/10546/5123392?login=true