+DS Fall 2021 Research Program Journal Club Sessions
September 9
- Self-Attentive Hawkes Process. http://proceedings.mlr.press/v119/zhang20q.html
September 16
- DeepHit: A Deep Learning Approach to Survival Analysis with Competing Risks. https://ojs.aaai.org/index.php/AAAI/article/view/11842
September 23
- Phe2vec: Automated disease phenotyping based on unsupervised embeddings from electronic health records. https://www.sciencedirect.com/science/article/pii/S2666389921001859
September 30
- Attend and Diagnose: Clinical Time Series Analysis using Attention Models. https://arxiv.org/abs/1711.03905
October 7
- Ultrasound Image-Based Diagnosis of Malignant Thyroid Nodule Using Artificial Intelligence. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7180806/
October 14
- Deep learning-based artificial intelligence model to assist thyroid nodule diagnosis and management: a multicentre diagnostic study. https://www.thelancet.com/journals/landig/article/PIIS2589-7500(21)00041-8/fulltext
October 21
- Expert-level automated sleep staging of long-term scalp electroencephalography recordings using deep learning. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7686563/
October 28
- Deep Neural Survival Networks for Cardiovascular Risk Prediction: The Multi-Ethnic Study of Atherosclerosis (MESA). https://www.medrxiv.org/content/10.1101/2021.04.12.21255286v1.full
November 11
- Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning. https://www.sciencedirect.com/science/article/pii/S0092867418301545
November 18
- Video-based AI for beat-to-beat assessment of cardiac function. https://www.nature.com/articles/s41586-020-2145-8
December 2
- Fully Automated Echocardiogram Interpretation in Clinical Practice. https://www.ahajournals.org/doi/full/10.1161/CIRCULATIONAHA.118.034338