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January 27: Deep Cox Mixtures for Survival Regression, PMLR, https://static1.squarespace.com/static/59d5ac1780bd5ef9c396eda6/t/60fb3d8a642d46374932522a/1627078029169/82+deep_cox_mixtures_cam_ready.pdf
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February 3: Gradient Importance Learning for Incomplete Observations, ICLR 2022, https://arxiv.org/abs/2107.01983
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February 10: Jointly Embedding Multiple Single-Cell Omics Measurements Algorithms in Bioinformatics, Algorithms Bioinfom, https://pubmed.ncbi.nlm.nih.gov/34632462/
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February 17: Deep Learning Is Effective for Classifying Normal versus Age-Related Macular Degeneration OCT Images, Ophthalmology Retina, https://www.sciencedirect.com/science/article/pii/S2468653016301749
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February 24: Comprehensive Integration of Single-Cell Data, Cell, https://www.cell.com/cell/fulltext/S0092-8674(19)30559-8
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March 3: Two presentations:
- Using deep learning for dermatologist-level detection of suspicious pigmented skin lesions from wide-field images, STM, https://pubmed.ncbi.nlm.nih.gov/33597262/
- Skin Lesion Segmentation in Dermoscopic Images With Ensemble Deep Learning Methods, IEEE Access, https://ieeexplore.ieee.org/abstract/document/8936444
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March 17: Attributes based skin lesion detection and recognition: A mask RCNN and transfer learning-based deep learning framework, Pattern Recognition Letters, https://www.sciencedirect.com/science/article/pii/S0167865520304463?casa_token=93xiIClkLl0AAAAA:IjtdZjldG3bk1jm5dkcoL9-6DLEGo3UwxdjAttOzRq6qx5cARlK6EaHMG11WpMV7fvC09DA
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March 24: BioBERT: a pre-trained biomedical language representation model for biomedical text mining, Bioinformatics, https://academic.oup.com/bioinformatics/article/36/4/1234/5566506
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March 31: Deep learning interpretation of echocardiograms, Digital Medicine, https://www.nature.com/articles/s41746-019-0216-8
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April 7: Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation, MICCAI 2021, https://arxiv.org/abs/2107.00977
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April 14: Two presentations:
- An attention based deep learning model of clinical events in the intensive care unit, PLOS ONE, https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0211057
- Early detection of sepsis utilizing deep learning on electronic health record event sequences, Artificial Intelligence in Medicine, https://www.sciencedirect.com/science/article/pii/S0933365719303173