Image analysis with deep learning to predict breast cancer grade, ER status, histologic subtype, and intrinsic subtype

• Assessing Foundation Models for Computational Pathology in Endometrial Cancer

  2026 Modern Pathology article Computer Science AI in cancer detection Open access

  0

  citations
• Assessing Foundation Models for Computational Pathology in Endometrial Cancer

  2026 medRxiv preprint Computer Science AI in cancer detection

  0

  citations
• Clinical challenges and proposed solutions for patients with invasive lobular breast cancer

  2025 Annals of Oncology article Medicine Breast Lesions and Carcinomas Open access

  10

  citations
• Forecasting the future of smart hospitals: findings from a real-time delphi study

  2024 BMC Health Services Research article Medicine Artificial Intelligence in Healthcare and Education Open access

  18

  citations
• Developing a low-cost, open-source, locally manufactured workstation and computational pipeline for automated histopathology evaluation using deep learning

  2024 EBioMedicine article Computer Science AI in cancer detection Open access

  17

  citations
• Decoding pathology: the role of computational pathology in research and diagnostics

  2024 Pflügers Archiv - European Journal of Physiology article Computer Science AI in cancer detection Open access

  21

  citations
• Prediction models for hormone receptor status in female breast cancer do not extend to males: further evidence of sex-based disparity in breast cancer

  2023 npj Breast Cancer article Computer Science AI in cancer detection Open access

  8

  citations
• Deep learning models predicting hormone receptor status in breast cancer trained on females do not generalize to males: further evidence of sex-based disparity in breast cancer

  2023 Research Square preprint Computer Science AI in cancer detection Open access

  0

  citations
• Self-supervised attention-based deep learning for pan-cancer mutation prediction from histopathology

  2023 npj Precision Oncology article Computer Science AI in cancer detection Open access cited by 1 patent

  88

  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
• Self-supervised deep learning for pan-cancer mutation prediction from histopathology

  2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access

  10

  citations
• Recommendations on compiling test datasets for evaluating artificial intelligence solutions in pathology

  2022 Modern Pathology article Computer Science AI in cancer detection Open access cited by 1 patent

  77

  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
• Predicting Mutational Status of Driver and Suppressor Genes Directly from Histopathology With Deep Learning: A Systematic Study Across 23 Solid Tumor Types

  2022 Frontiers in Genetics article Computer Science AI in cancer detection Open access

  26

  citations
• DeepMed: A unified, modular pipeline for end-to-end deep learning in computational pathology

  2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access

  13

  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
• 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
• 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
• Quantitative Whole Slide Assessment of Tumor-Infiltrating CD8-Positive Lymphocytes in ER-Positive Breast Cancer in Relation to Clinical Outcome

  2020 IEEE Journal of Biomedical and Health Informatics article Computer Science AI in cancer detection cited by 1 patent

  32

  citations

19 results