W6679648742

• Deep Learning–Based Classification of Early-Stage Mycosis Fungoides and Benign Inflammatory Dermatoses on H&E-Stained Whole-Slide Images: A Retrospective, Proof-of-Concept Study

  2024 Journal of Investigative Dermatology article Computer Science AI in cancer detection Open access

  7

  citations
• Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images

  2024 Computer Methods and Programs in Biomedicine article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  11

  citations
• Using histopathology latent diffusion models as privacy-preserving dataset augmenters improves downstream classification performance

  2024 Computers in Biology and Medicine article Computer Science AI in cancer detection Open access

  13

  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
• Encrypted federated learning for secure decentralized collaboration in cancer image analysis

  2023 Medical Image Analysis article Computer Science Privacy-Preserving Technologies in Data Open access

  90

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

  2023 European Journal of Cancer article Computer Science AI in cancer detection Open access

  25

  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
• Direct image to subtype prediction for brain tumors using deep learning

  2023 Neuro-Oncology Advances article Computer Science AI in cancer detection Open access

  25

  citations
• Stain-Independent Deep Learning–Based Analysis of Digital Kidney Histopathology

  2022 American Journal Of Pathology article Computer Science AI in cancer detection Open access

  23

  citations
• Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology

  2022 Medical Image Analysis article Computer Science AI in cancer detection Open access

  186

  citations
• Artificial intelligence for detection of microsatellite instability in colorectal cancer—a multicentric analysis of a pre-screening tool for clinical application

  2022 ESMO Open article Computer Science AI in cancer detection Open access cited by 2 patents

  112

  citations
• Large-scale extraction of interpretable features provides new insights into kidney histopathology – A proof-of-concept study

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

  11

  citations
• Deep learning can predict lymph node status directly from histology in colorectal cancer

  2021 European Journal of Cancer article Computer Science AI in cancer detection Open access

  77

  citations
• Development and validation of deep learning classifiers to detect Epstein-Barr virus and microsatellite instability status in gastric cancer: a retrospective multicentre cohort study

  2021 The Lancet Digital Health article Computer Science AI in cancer detection Open access

  127

  citations
• Clinical-Grade Detection of Microsatellite Instability in Colorectal Tumors by Deep Learning

  2020 Gastroenterology article Medicine Genetic factors in colorectal cancer Open access cited by 10 patents

  395

  citations

15 results