Attention-based Deep Multiple Instance Learning

• BanffNET, a Deep Learning System for Comprehensive Histological Lesion Quantification in Kidney Transplant Biopsies

  2026 medRxiv preprint Computer Science AI in cancer detection Open access

  2

  citations
• End-to-end prognostication in colorectal cancer by deep learning: a retrospective, multicentre study

  2023 The Lancet Digital Health article Computer Science AI in cancer detection Open access cited by 1 patent

  108

  citations
• Deep learning trained on lymph node status predicts outcome from gastric cancer histopathology: a retrospective multicentric study

  2023 European Journal of Cancer article Medicine Gastric Cancer Management and Outcomes Open access

  25

  citations
• Malignant Mesothelioma subtyping via sampling driven multiple instance prediction on tissue image and cell morphology data

  2023 Artificial Intelligence in Medicine article Computer Science AI in cancer detection Open access

  8

  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
• Generalizable biomarker prediction from cancer pathology slides with self-supervised deep learning: A retrospective multi-centric study

  2023 Cell Reports Medicine article Computer Science AI in cancer detection Open access

  100

  citations
• Benchmarking artificial intelligence methods for end-to-end computational pathology

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

  15

  citations

7 results