Chiara Maria Lavinia Loeffler

Author

Also Known As

C.M.L. Loeffler, Chiara Loeffler, Chiara M L Loeffler, Chiara M. L. Loeffler, Chiara M. Loeffler, Chiara M.L. Loeffler, Chiara Maria Lavinia Loeffler, Loeffler, Chiara, Loeffler, Chiara M. L.

Publications

1.5K

Citations

H-Index

Concepts

All Affiliations

RWTH Aachen University Heidelberg University National Center for Tumor Diseases University of Leeds University Hospital Heidelberg

About

Chiara Maria Lavinia Loeffler is an author at RWTH Aachen University specializing in engineering, medical image computing, and medicine.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	9	9	1K
2	Medicine	8	8	864
3	Biostatistics	2	2	104
4	Health Sciences	1	1	168
5	Cell Biology	1	1	22

Chiara Maria Lavinia Loeffler

Publications

1.4K

Citations

H-Index

Page 1

	Year	Citations
Pan-cancer image-based detection of clinically actionable genetic alterations Jakob Nikolas Kather, Lara R. Heij, Heike I. Grabsch, Nature Cancer EngineeringMedicineDigital PathologyPathologyCancer Genomics	2020	600
Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology Narmin Ghaffari Laleh, Hannah Sophie Muti, Chiara Maria Lavinia Loeffler, Medical Image Analysis Convolutional Neural NetworkImage AnalysisMachine LearningData ScienceMedical Imaging	2022	168
Classical mathematical models for prediction of response to chemotherapy and immunotherapy Narmin Ghaffari Laleh, Chiara Maria Lavinia Loeffler, Julia Grajek, PLoS Computational Biology EngineeringGeneral BertalanffyMedicineImmunologyResponse Prediction	2022	90
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, European Urology Focus	2021	87
Regression-based Deep-Learning predicts molecular biomarkers from pathology slides Omar S. M. El Nahhas, Chiara Maria Lavinia Loeffler, Zunamys I. Carrero, Nature Communications	2024	83
Pan-cancer image-based detection of clinically actionable genetic alterations Jakob Nikolas Kather, Lara R. Heij, Heike I. Grabsch, EngineeringMachine LearningMachine Learning ToolDigital PathologyPathology	2019	80
Self-supervised attention-based deep learning for pan-cancer mutation prediction from histopathology Oliver Lester Saldanha, Chiara Maria Lavinia Loeffler, Jan Niehues, npj Precision Oncology	2023	79
Deep learning detects virus presence in cancer histology Jakob Nikolas Kather, Jefree J. Schulte, Heike I. Grabsch, Artificial IntelligenceEngineeringMachine LearningDigital PathologyPathology	2019	36
Multimodal histopathologic models stratify hormone receptor-positive early breast cancer Kevin Boehm, Omar S. M. El Nahhas, Antonio Marra, Nature Communications	2025	30
The Aachen Protocol for Deep Learning Histopathology: A hands-on guide for data preprocessing Hannah Sophie Muti, Chiara Maria Lavinia Loeffler, Amelie Echle, Zenodo (CERN European Organization for Nuclear Research)	2020	29

Page 1