关注
Chiara M. L. Löffler
Chiara M. L. Löffler
Ärztin EKFZ / MK1 Uniklinik Dresden
在 tu-dresden.de 的电子邮件经过验证
标题
引用次数
引用次数
年份
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
4372020
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
1672023
Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology
NG Laleh, HS Muti, CML Loeffler, A Echle, OL Saldanha, F Mahmood, ...
Medical image analysis 79, 102474, 2022
1022022
Artificial intelligence–based detection of FGFR3 mutational status directly from routine histology in bladder cancer: a possible preselection for molecular testing?
CML Loeffler, NO Bruechle, M Jung, L Seillier, M Rose, NG Laleh, ...
European urology focus 8 (2), 472-479, 2022
582022
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
432022
Self-supervised attention-based deep learning for pan-cancer mutation prediction from histopathology
OL Saldanha, CML Loeffler, JM Niehues, M van Treeck, TP Seraphin, ...
NPJ Precision Oncology 7 (1), 35, 2023
402023
An overview and a roadmap for artificial intelligence in hematology and oncology
W Rösler, M Altenbuchinger, B Baeßler, T Beissbarth, G Beutel, R Bock, ...
Journal of cancer research and clinical oncology 149 (10), 7997-8006, 2023
292023
Deep learning detects virus presence in cancer histology
JN Kather, J Schulte, HI Grabsch, C Loeffler, H Muti, J Dolezal, ...
BioRxiv, 690206, 2019
212019
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
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, N Ghaffari Laleh, ...
Frontiers in Genetics 12, 806386, 2022
162022
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
112024
Benchmarking artificial intelligence methods for end-to-end computational pathology
NG Laleh, HS Muti, CM Lavinia Loeffler, A Echle, OL Saldanha, ...
bioRxiv, 2021.08. 09.455633, 2021
102021
DeepMed: a unified, modular pipeline for end-to-end deep learning in computational pathology
M van Treeck, D Cifci, NG Laleh, OL Saldanha, CML Loeffler, KJ Hewitt, ...
BioRxiv, 2021.12. 19.473344, 2021
92021
Extracting structured information from unstructured histopathology reports using generative pre‐trained transformer 4 (GPT‐4)
D Truhn, CML Loeffler, G Müller‐Franzes, S Nebelung, KJ Hewitt, ...
The Journal of Pathology 262 (3), 310-319, 2024
82024
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
72023
The Aachen protocol for deep learning histopathology: a hands-on guide for data preprocessing. 2020
HS Muti, C Loeffler, A Echle, LR Heij, RD Buelow, J Krause
Zenodo, 0
5
Deep learning trained on lymph node status predicts outcome from gastric cancer histopathology: a retrospective multicentric study
HS Muti, C Röcken, HM Behrens, CML Löffler, NG Reitsam, B Grosser, ...
European Journal of Cancer 194, 113335, 2023
42023
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
42023
Prediction models for hormone receptor status in female breast cancer do not extend to males: further evidence of sex-based disparity in breast cancer
S Chatterji, JM Niehues, M van Treeck, CML Loeffler, OL Saldanha, ...
NPJ Breast Cancer 9 (1), 91, 2023
22023
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
22023
系统目前无法执行此操作,请稍后再试。
文章 1–20