Bioinformatics | Biomedical Informatics | Computational Biology Deep learning-based approaches for multi-omics data integration and analysis. October 2, 2024
Clinical Informatics | Health Informatics Filling the gaps: leveraging large language models for temporal harmonization of clinical text across multiple medical visits for clinical prediction. May 20, 2024
Computer Science | Privacy Research On the Convergence and Calibration of Deep Learning with Differential Privacy. April 2, 2024
Other Differentially Private Bayesian Neural Networks on Accuracy, Privacy and Reliability. August 21, 2023
Bioinformatics | Oncology | Virology A deep learning approach reveals unexplored landscape of viral expression in cancer. February 11, 2023
Other Multiple Imputation via Generative Adversarial Network for High-dimensional Blockwise Missing Value Problems. February 16, 2022
Other Exploring deep neural networks via layer-peeled model: Minority collapse in imbalanced training. October 22, 2021