+DS Summer 2020 Virtual Research Program Journal Club Sessions
May 27, Journal Club #1: Medical imaging
- Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning, Cell, 2018. https://pubmed.ncbi.nlm.nih.gov/29474911/
- Video-based AI for beat-to-beat assessment of cardiac function, Nature, 2020. https://pubmed.ncbi.nlm.nih.gov/32269341
June 3, Journal Club #2: -omics part one
- From reads to insight: a hitchhiker’s guide to ATAC-seq data analysis, Genome Biology, 2020. https://pubmed.ncbi.nlm.nih.gov/32014034/
- Multiview learning for understanding functional multiomics, PLoS Computational Biol, 2020. https://pubmed.ncbi.nlm.nih.gov/32240163/
June 10, Journal Club #3: Medical record data
- Joint Embedding of Words and Labels for Text Classification, ACL, 2018. https://arxiv.org/abs/1805.04174
- Prospective and External Evaluation of a Machine Learning Model to Predict In-Hospital Mortality of Adults at Time of Admission, JAMA Network Open, 2020. https://pubmed.ncbi.nlm.nih.gov/32031645/
June 17, Journal Club #4: -omics part two
- Longitudinal peripheral blood transcriptional analysis of COVID-19 patients captures disease progression and reveals potential biomarkers, MedRxiv, 2020. https://doi.org/10.1101/2020.05.05.20091355