Narmin Ghaffari Laleh

Swarm learning for decentralized artificial intelligence in cancer histopathology

Oliver Lester Saldanha, Philip Quirke, Nicholas P. West et al. · Nature Medicine · 2022 · 197 citations · Full text

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

Narmin Ghaffari Laleh, Hannah Sophie Muti, Chiara Maria Lavinia Loeffler et al. · Medical Image Analysis · 2022 · 168 citations · Full text

Convolutional Neural Network, Image Analysis, Machine Learning +13

Artificial intelligence predicts immune and inflammatory gene signatures directly from hepatocellular carcinoma histology

Qinghe Zeng, Christophe Klein, Stefano Caruso et al. · Journal of Hepatology · 2022 · 105 citations

Artificial Intelligence, Hepatocellular Carcinoma Histology, Engineering +12

In-context learning enables multimodal large language models to classify cancer pathology images

Dyke Ferber, Georg Wölflein, Isabella C. Wiest et al. · Nature Communications · 2024 · 102 citations · Full text

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

Amelie Echle, Narmin Ghaffari Laleh, Philip Quirke et al. · ESMO Open · 2022 · 101 citations · Full text