Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology
Artificial intelligence (AI) can extract visual information from histopathological slides and
yield biological insight and clinical biomarkers. Whole slide images are cut into thousands of …
yield biological insight and clinical biomarkers. Whole slide images are cut into thousands of …
[HTML][HTML] Artificial intelligence for detection of microsatellite instability in colorectal cancer—a multicentric analysis of a pre-screening tool for clinical application
Background Microsatellite instability (MSI)/mismatch repair deficiency (dMMR) is a key
genetic feature which should be tested in every patient with colorectal cancer (CRC) …
genetic feature which should be tested in every patient with colorectal cancer (CRC) …
[HTML][HTML] Artificial intelligence–based detection of FGFR3 mutational status directly from routine histology in bladder cancer: a possible preselection for molecular …
CML Loeffler, NO Bruechle, M Jung, L Seillier… - European urology …, 2022 - Elsevier
Background Fibroblast growth factor receptor (FGFR) inhibitor treatment has become the first
clinically approved targeted therapy in bladder cancer. However, it requires previous …
clinically approved targeted therapy in bladder cancer. However, it requires previous …
Direct prediction of genetic aberrations from pathology images in gastric cancer with swarm learning
Background Computational pathology uses deep learning (DL) to extract biomarkers from
routine pathology slides. Large multicentric datasets improve performance, but such …
routine pathology slides. Large multicentric datasets improve performance, but such …
Benchmarking artificial intelligence methods for end-to-end computational pathology
Artificial intelligence (AI) can extract subtle visual information from digitized histopathology
slides and yield scientific insight on genotype-phenotype interactions as well as clinically …
slides and yield scientific insight on genotype-phenotype interactions as well as clinically …