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Omar S.M. El Nahhas
Omar S.M. El Nahhas
PhD in Computer Science @ EKFZ for Digital Health
在 tu-dresden.de 的电子邮件经过验证 - 首页
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Artificial intelligence-based pathology as a biomarker of sensitivity to atezolizumab–bevacizumab in patients with hepatocellular carcinoma: a multicentre retrospective study
Q Zeng, C Klein, S Caruso, P Maille, DS Allende, B Mínguez, M Iavarone, ...
The Lancet Oncology 24 (12), 1411-1422, 2023
272023
Regression-based Deep-Learning predicts molecular biomarkers from pathology slides
OSM El Nahhas, CML Loeffler, ZI Carrero, M van Treeck, FR Kolbinger, ...
nature communications 15 (1), 1253, 2024
232024
Direct prediction of Homologous Recombination Deficiency from routine histology in ten different tumor types with attention-based Multiple Instance Learning: a development and …
CML Loeffler, OSM El Nahhas, HS Muti, T Seibel, D Cifci, M van Treeck, ...
medRxiv, 2023
92023
In-context learning enables multimodal large language models to classify cancer pathology images
D Ferber, G Wölflein, IC Wiest, M Ligero, S Sainath, NG Laleh, ...
arXiv preprint arXiv:2403.07407, 2024
52024
Direct image to subtype prediction for brain tumors using deep learning
KJ Hewitt, CML Löffler, HS Muti, AS Berghoff, C Eisenlöffel, M van Treeck, ...
Neuro-oncology advances 5 (1), vdad139, 2023
52023
Weakly supervised deep learning predicts immunotherapy response in solid tumors based on PD-L1 expression
M Ligero, G Serna, OSM El Nahhas, I Sansano, S Mauchanski, ...
Cancer Research Communications 4 (1), 92-102, 2024
42024
A Good Feature Extractor Is All You Need for Weakly Supervised Learning in Histopathology
G Wölflein, D Ferber, AR Meneghetti, OSM El Nahhas, D Truhn, ...
arXiv preprint arXiv:2311.11772, 2023
42023
From whole-slide image to biomarker prediction: end-to-end weakly supervised deep learning in computational pathology
OSM El Nahhas, M van Treeck, G Wölflein, M Unger, M Ligero, T Lenz, ...
Nature Protocols, 1-24, 2024
3*2024
Autonomous artificial intelligence agents for clinical decision making in oncology
D Ferber, OSM El Nahhas, G Wölflein, IC Wiest, J Clusmann, ME Leßman, ...
arXiv preprint arXiv:2404.04667, 2024
32024
Joint multi-task learning improves weakly-supervised biomarker prediction in computational pathology
OSM El Nahhas, G Wölflein, M Ligero, T Lenz, M van Treeck, F Khader, ...
arXiv preprint arXiv:2403.03891, 2024
12024
Multimodal histopathologic models stratify hormone receptor-positive early breast cancer
KM Boehm, OSM El Nahhas, A Marra, P Selenica, HY Wen, B Weigelt, ...
bioRxiv, 2024.02. 23.581806, 2024
12024
Benchmarking foundation models as feature extractors for weakly-supervised computational pathology
P Neidlinger, OSM El Nahhas, HS Muti, T Lenz, M Hoffmeister, H Brenner, ...
arXiv preprint arXiv:2408.15823, 2024
2024
Compute-Efficient Medical Image Classification with Softmax-Free Transformers and Sequence Normalization
F Khader, OSM El Nahhas, T Han, G Müller-Franzes, S Nebelung, ...
arXiv preprint arXiv:2406.01314, 2024
2024
Histopathological evaluation of abdominal aortic aneurysms with deep learning
FR Kolbinger, OSM El Nahhas, MC Nackenhorst, C Brostjan, W Eilenberg, ...
medRxiv, 2024
2024
Abstract LB386: Weakly-supervised prediction of tumor infiltrating lymphocytes per high power field from colorectal cancer histopathology slides using regression transformers
OSE Nahhas, JD Bonner, JK Greenson, DB Schmolze, L Shaktah, ...
Cancer Research 84 (7_Supplement), LB386-LB386, 2024
2024
Abstract LB384: Artificial intelligence measures of tumor infiltrating lymphocytes predict colorectal cancer-specific and overall survival
SB Gruber, OSE Nahhas, JD Bonner, JK Greenson, D Schmolze, ...
Cancer Research 84 (7_Supplement), LB384-LB384, 2024
2024
Simultaneous prediction of tumor microenvironment biomarkers from pathology slides using multi-task deep regression
OSE Nahhas, M Ligero, JN Kather
Cancer Research 84 (6_Supplement), 6191-6191, 2024
2024
Reducing self-supervised learning complexity improves weakly-supervised classification performance in computational pathology
T Lenz, OSM El Nahhas, M Ligero, JN Kather
arXiv preprint arXiv:2403.04558, 2024
2024
1246P Detection of alternative lengthening of telomeres (ALT) across cancer types based on tumor-normal multigene panel sequencing
JB Heredia, BH Diplas, OSM El Nahhas, P Selenica, F Pareja, ...
Annals of Oncology 34, S725-S726, 2023
2023
176P Enhancing immunotherapy response prediction via multimodal integration of radiology and pathology deep learning models
M Ligero, OSM El Nahhas, OP Palomares, V Navarro, I Sansano, G Serna, ...
Annals of Oncology 34, S251-S252, 2023
2023
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