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Hannah Sophie Muti, MD
Hannah Sophie Muti, MD
在 tu-dresden.de 的电子邮件经过验证
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引用次数
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Pan-cancer image-based detection of clinically actionable genetic alterations
JN Kather, LR Heij, HI Grabsch, C Loeffler, A Echle, HS Muti, J Krause, ...
Nature cancer 1 (8), 789-799, 2020
4432020
The future landscape of large language models in medicine
J Clusmann, FR Kolbinger, HS Muti, ZI Carrero, JN Eckardt, NG Laleh, ...
Communications Medicine 3 (1), 141, 2023
1912023
Development and validation of deep learning classifiers to detect Epstein-Barr virus and microsatellite instability status in gastric cancer: A retrospective multicentre cohort …
HS Muti, LR Heij, G Keller, M Kohlruss, R Langer, B Dislich, JH Cheong, ...
The Lancet Digital Health, 2021
872021
Artificial intelligence for detection of microsatellite instability in colorectal cancer—a multicentric analysis of a pre-screening tool for clinical application
A Echle, NG Laleh, P Quirke, HI Grabsch, HS Muti, OL Saldanha, ...
ESMO open 7 (2), 100400, 2022
682022
Classical mathematical models for prediction of response to chemotherapy and immunotherapy
N Ghaffari Laleh, CML Loeffler, J Grajek, K Staňková, AT Pearson, ...
PLOS Computational Biology 18 (2), e1009822, 2022
422022
Deep learning detects virus presence in cancer histology
JN Kather, J Schulte, HI Grabsch, C Loeffler, H Muti, J Dolezal, ...
bioRxiv, 690206, 2019
212019
Predicting Mutational Status of Driver and Suppressor Genes Directly from Histopathology With Deep Learning: A Systematic Study Across 23 Solid Tumor Types.
CML Loeffler, NT Gaisa, HS Muti, M van Treeck, A Echle, C Trautwein, ...
Frontiers in Genetics 12, 806386-806386, 2021
172021
The Aachen protocol for deep learning histopathology: a hands-on guide for data preprocessing
HS Muti, C Loeffler, A Echle, LR Heij, RD Buelow, J Krause, L Broderius, ...
Zenodo, 2020
172020
Regression-based Deep-Learning predicts molecular biomarkers from pathology slides
OSM El Nahhas, CML Loeffler, ZI Carrero, M van Treeck, FR Kolbinger, ...
arXiv preprint arXiv:2304.05153, 2023
142023
Direct prediction of genetic aberrations from pathology images in gastric cancer with swarm learning
OL Saldanha, HS Muti, HI Grabsch, R Langer, B Dislich, M Kohlruss, ...
Gastric cancer 26 (2), 264-274, 2023
102023
Benchmarking artificial intelligence methods for end-to-end computational pathology
NG Laleh, HS Muti, CML Loeffler, A Echle, OL Saldanha, F Mahmood, ...
bioRxiv, 2021
102021
Characterisation of tumour-immune phenotypes and PD-L1 positivity in squamous bladder cancer
M Jung, M Rose, R Knuechel, C Loeffler, H Muti, JN Kather, NT Gaisa, ...
BMC cancer 23 (1), 113, 2023
82023
Deep learning trained on lymph node status predicts outcome from gastric cancer histopathology: a retrospective multicentric study
HS Muti, C Röcken, HM Behrens, CML Loeffler, NG Reitsam, B Grosser, ...
European Journal of Cancer, 113335, 2023
42023
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, vdad139, 2023
32023
Deep learning-based subtyping of gastric cancer histology predicts clinical outcome: a multi-institutional retrospective study
GP Veldhuizen, C Röcken, HM Behrens, D Cifci, HS Muti, T Yoshikawa, ...
Gastric Cancer, 1-13, 2023
32023
Deep Learning for interpretable end-to-end survival (E-ESurv) prediction in gastrointestinal cancer histopathology
NG Laleh, A Echle, HS Muti, KJ Hewitt, S Volkmar, JN Kather
MICCAI Workshop on Computational Pathology, 81-93, 2021
32021
Author Correction: Pan-cancer image-based detection of clinically actionable genetic alterations
JN Kather, LR Heij, HI Grabsch, C Loeffler, A Echle, HS Muti, J Krause, ...
Nature Cancer 1 (11), 1129-1129, 2020
32020
Novel biomarker SARIFA in colorectal cancer: highly prognostic, not genetically driven and histologic indicator of a distinct tumor biology
NG Reitsam, V Grozdanov, CML Löffler, HS Muti, B Grosser, JN Kather, ...
Cancer Gene Therapy, 1-10, 2023
22023
Deep Learning for interpretable end-to-end survival prediction in gastrointestinal cancer histopathology
NG Laleh, A Echle, HS Muti, KJ Hewitt, V Schulz, JN Kather
COMPAY 2021: The third MICCAI workshop on Computational Pathology, 2021
22021
517P Differentiating IDH-wildtype and IDH-mutant high grade gliomas with deep learning
KJ Hewitt, CML Loeffler, M van Treeck, H Muti, G Veldhuizen, O Saldanha, ...
Annals of Oncology 34, S398, 2023
2023
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