Genetics | Oncology Classification and Functional Analysis between Cancer and Normal Tissues Using Explainable Pathway Deep Learning through RNA-Sequencing Gene Expression. November 13, 2021
Genomics | Oncology | Precision Medicine DiaDeL: An accurate deep learning-based model with mutational signatures for predicting metastasis stage and cancer types. September 27, 2021
Biomedical Informatics | Neurology | Oncology MethylSPWNet and MethylCapsNet: Biologically Motivated Organization of DNAm Neural Networks, Inspired by Capsule Networks. August 21, 2021
Biomedical Informatics | Oncology XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data. August 17, 2021
Genomics | Oncology Overcoming Interpretability in Deep Learning Cancer Classification. February 19, 2021
Bioinformatics | Genomics | Oncology Classification of Cancer Types Using Graph Convolutional Neural Networks. January 13, 2021
Biomedical Engineering | Machine Learning | Oncology Using autoencoders as a weight initialization method on deep neural networks for disease detection. August 21, 2020
Genomics | Oncology | Pathology A deep learning system accurately classifies primary and metastatic cancers using passenger mutation patterns. February 6, 2020
Pathology | Radiology Illuminating Clues of Cancer Buried in Prostate MR Image: Deep Learning and Expert Approaches. November 1, 2019
Bioinformatics | Genetics | Oncology A Shallow Convolutional Learning Network for Classification of Cancers Based on Copy Number Variations. October 2, 2019
Radiology Extending 2-D Convolutional Neural Networks to 3-D for Advancing Deep Learning Cancer Classification With Application to MRI Liver Tumor Differentiation. May 6, 2019
Bioinformatics | Genomics | Oncology Exploring microRNA Regulation of Cancer with Context-Aware Deep Cancer Classifier. March 25, 2019