Bioinformatics | Genomics | Oncology DeepCBS: shedding light on the impact of mutations occurring at CTCF binding sites. March 11, 2024
Bioinformatics | Genomics | Oncology Multiple-instance learning of somatic mutations for the classification of tumour type and the prediction of microsatellite status. November 3, 2023
Genomics | Oncology | Precision Medicine Mutation-Attention (MuAt): deep representation learning of somatic mutations for tumour typing and subtyping. July 7, 2023
Bioinformatics | Genomics RFcaller: a machine learning approach combined with read-level features to detect somatic mutations. June 1, 2023
Genetics | Oncology | Pathology Deep learning model accurately classifies metastatic tumors from primary tumors based on mutational signatures. May 30, 2023
Bioinformatics | Computational Biology | Oncology A multiscale functional map of somatic mutations in cancer integrating protein structure and network topology. March 22, 2023
Genetics | Oncology The frequency of somatic mutations in cancer predicts the phenotypic relevance of germline mutations. January 26, 2023
Molecular Biology | Oncology Computed cancer interactome explains the effects of somatic mutations in cancers. October 19, 2022
Cancer Research | Genomics | Oncology Identification of key somatic oncogenic mutation based on a confounder-free causal inference model. September 27, 2022
Bioinformatics | Genetics | Oncology CancerVar: An artificial intelligence-empowered platform for clinical interpretation of somatic mutations in cancer. May 11, 2022
Oncology CancerVar: An artificial intelligence-empowered platform for clinical interpretation of somatic mutations in cancer. May 6, 2022
Oncology | Pathology DeepSSV: detecting somatic small variants in paired tumor and normal sequencing data with convolutional neural network. November 9, 2020