Predicting cancer outcomes from histology and genomics using convolutional networks

• Beyond NLL: Pathwise Cross-Entropy Loss for Discriminative and Calibrated Event-Time Survival Prediction

  2026 IEEE Journal of Biomedical and Health Informatics article Computer Science Machine Learning in Healthcare

  1

  citations
• Multimodal integration of longitudinal noninvasive diagnostics for survival prediction in immunotherapy using deep learning

  2025 Journal of the American Medical Informatics Association article Computer Science Machine Learning in Healthcare Open access

  12

  citations
• Integrated noninvasive diagnostics for prediction of survival in immunotherapy

  2024 Immuno-Oncology Technology article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  3

  citations
• Applications of artificial intelligence in the analysis of histopathology images of gliomas: a review

  2024 npj Imaging article Computer Science AI in cancer detection Open access

  41

  citations
• Artificial intelligence in histopathology: enhancing cancer research and clinical oncology

  2022 Nature Cancer article Computer Science AI in cancer detection cited by 1 patent

  454

  citations
• Artificial intelligence to identify genetic alterations in conventional histopathology

  2022 The Journal of Pathology article Computer Science AI in cancer detection Open access

  131

  citations
• Integration of deep learning-based image analysis and genomic data in cancer pathology: A systematic review

  2021 European Journal of Cancer review Computer Science AI in cancer detection Open access cited by 1 patent

  102

  citations
• The impact of site-specific digital histology signatures on deep learning model accuracy and bias

  2021 Nature Communications article Computer Science AI in cancer detection Open access

  320

  citations
• How will artificial intelligence and bioinformatics change our understanding of IgA Nephropathy in the next decade?

  2021 Seminars in Immunopathology article Medicine Renal Diseases and Glomerulopathies Open access

  28

  citations
• Deep Transfer Learning Approach for Automatic Recognition of Drug Toxicity and Inhibition of SARS-CoV-2

  2021 Viruses article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access cited by 1 patent

  18

  citations
• The Impact of Digital Histopathology Batch Effect on Deep Learning Model Accuracy and Bias

  2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access

  25

  citations
• Artificial intelligence-based pathology for gastrointestinal and hepatobiliary cancers

  2020 Gut article Computer Science AI in cancer detection

  101

  citations
• Deep learning in cancer pathology: a new generation of clinical biomarkers

  2020 British Journal of Cancer article Computer Science AI in cancer detection Open access cited by 2 patents

  697

  citations

13 results