Clinical Informatics | Computational Oncology | Genomics Oncotree2vec – a method for embedding and clustering of tumor mutation trees. June 28, 2024
Bioinformatics | Oncology Automated Exploitation of Deep Learning for Cancer Patient Stratification across Multiple Types. November 7, 2023
Bioinformatics | Data Science | Oncology ProgCAE: a deep learning-based method that integrates multi-omics data to predict cancer subtypes. May 26, 2023
Bioinformatics | Oncology Learning vector quantized representation for cancer subtypes identification. April 26, 2023
Bioinformatics | Oncology MODEC: an unsupervised clustering method integrating omics data for identifying cancer subtypes. September 12, 2022
Bioinformatics | Oncology | Pharmacology OCTAD: an open workspace for virtually screening therapeutics targeting precise cancer patient groups using gene expression features. December 28, 2020
Bioinformatics | Genomics | Oncology Deep learning approach to identifying cancer subtypes using high-dimensional genomic data. October 11, 2019
Genomics | Oncology | Precision Medicine Deep learning with evolutionary and genomic profiles for identifying cancer subtypes. July 10, 2019
Bioinformatics | Computational Biology | Genomics GSAE: an autoencoder with embedded gene-set nodes for genomics functional characterization. April 8, 2019
Oncology | Pathology Deep Convolutional Neural Networks Enable Discrimination of Heterogeneous Digital Pathology Images. November 13, 2018
Bioinformatics | Genomics | Oncology Integrative Data Analysis of Multi-Platform Cancer Data with a Multimodal Deep Learning Approach. October 20, 2016