Chiara Maria Lavinia Loeffler

Pan-cancer image-based detection of clinically actionable genetic alterations

Jakob Nikolas Kather, Lara R. Heij, Heike I. Grabsch et al. · Nature Cancer · 2020 · 600 citations · Full text

Engineering, Medicine, Digital Pathology +9

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

Classical mathematical models for prediction of response to chemotherapy and immunotherapy

Narmin Ghaffari Laleh, Chiara Maria Lavinia Loeffler, Julia Grajek et al. · PLoS Computational Biology · 2022 · 90 citations · Full text

Engineering, General Bertalanffy, Medicine +13

Artificial Intelligence–based Detection of FGFR3 Mutational Status Directly from Routine Histology in Bladder Cancer: A Possible Preselection for Molecular Testing?

Chiara Maria Lavinia Loeffler, Nadina Ortiz Bruechle, Max Jung et al. · European Urology Focus · 2021 · 87 citations · Full text

Regression-based Deep-Learning predicts molecular biomarkers from pathology slides

Omar S. M. El Nahhas, Chiara Maria Lavinia Loeffler, Zunamys I. Carrero et al. · Nature Communications · 2024 · 83 citations · Full text