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F. Nensa · SciRah

Researcher profile · Semantic Scholar

F. Nensa

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F. Nensa — researcher profile on SciRah

h-index: 40
Works: 202
Citations: 5,878

Most-cited papers

Explainable AI in medical imaging: An overview for clinical practitioners - Beyond saliency-based XAI approaches.
Katarzyna Borys, Yasmin Schmitt, Meike Nauta, Christin Seifert +3 more
2023European Journal of Radiology270 citations Open access
Semantic Scholar
Explainable AI in medical imaging: An overview for clinical practitioners - Saliency-based XAI approaches.
Katarzyna Borys, Yasmin Schmitt, Meike Nauta, Christin Seifert +3 more
2023European Journal of Radiology186 citations Open access
Semantic Scholar
Fully automated body composition analysis in routine CT imaging using 3D semantic segmentation convolutional neural networks
S. Koitka, Lennard Kroll, E. Malamutmann, A. Oezcelik +1 more
2020European Radiology158 citations Open access
Semantic Scholar
ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset
J. Rückert, L. Bloch, Raphael Brüngel, A. Idrissi-Yaghir +10 more
2024Scientific Data156 citations Open access
Semantic Scholar
MedShapeNet – a large-scale dataset of 3D medical shapes for computer vision
Jian-Ning Li, Zong-Wei Zhou, Jian-Cheng Yang, Antonio Pepe +153 more
2023Biomedizinische Technik. Biomedical engineering88 citations Open access
Semantic Scholar
Decoding pan-cancer treatment outcomes using multimodal real-world data and explainable artificial intelligence
Julius Keyl, Philipp Keyl, Grégoire Montavon, R. Hosch +34 more
2023Nature Cancer71 citations Open access
Semantic Scholar
Contrast agent dose reduction in computed tomography with deep learning using a conditional generative adversarial network
J. Haubold, R. Hosch, L. Umutlu, A. Wetter +5 more
2021European Radiology51 citations Open access
Semantic Scholar
A rapid volume of interest-based approach of radiomics analysis of breast MRI for tumor decoding and phenotyping of breast cancer
A. Demircioğlu, J. Grueneisen, M. Ingenwerth, O. Hoffmann +6 more
2020PLoS ONE48 citations Open access
Semantic Scholar
Deep learning‐based assessment of body composition and liver tumour burden for survival modelling in advanced colorectal cancer
Julius Keyl, R. Hosch, A. Berger, Oliver Ester +13 more
2022Journal of Cachexia, Sarcopenia and Muscle41 citations Open access
Semantic Scholar
18F-flutemetamol positron emission tomography in cardiac amyloidosis
M. Papathanasiou, L. Kessler, A. Carpinteiro, T. Hagenacker +12 more
2020Journal of Nuclear Cardiology39 citations Open access
Semantic Scholar
Current State of Community-Driven Radiological AI Deployment in Medical Imaging
Vikash Gupta, B. Erdal, C. Ramirez, R. Floca +23 more
2022JMIR AI38 citations Open access
Semantic Scholar
CT-derived body composition analysis could possibly replace DXA and BIA to monitor NET-patients
Lennard Kroll, Ann Kavitha Mathew, G. Baldini, R. Hosch +7 more
2022Scientific Reports37 citations Open access
Semantic Scholar
From admission to discharge: a systematic review of clinical natural language processing along the patient journey
Katrin Klug, Katharina Beckh, Dario Antweiler, Nilesh Chakraborty +6 more
2024BMC Medical Informatics and Decision Making33 citations Open access
Semantic Scholar
AI-Assisted X-ray Fracture Detection in Residency Training: Evaluation in Pediatric and Adult Trauma Patients
M. Meetschen, Luca Salhöfer, Nikolas Beck, Lennard Kroll +8 more
2024Diagnostics32 citations Open access
Semantic Scholar
Deep learning in computational dermatopathology of melanoma: A technical systematic literature review
Daniel Sauter, G. Lodde, F. Nensa, D. Schadendorf +2 more
2023Comput. Biol. Medicine32 citations Open access
Semantic Scholar
Fully Automated MR Based Virtual Biopsy of Cerebral Gliomas
J. Haubold, R. Hosch, V. Parmar, M. Glas +9 more
2021Cancers31 citations Open access
Semantic Scholar
Biomarkers extracted by fully automated body composition analysis from chest CT correlate with SARS-CoV-2 outcome severity
R. Hosch, Simone Kattner, M. Berger, Thorsten Brenner +7 more
2022Scientific Reports28 citations Open access
Semantic Scholar
Artificial intelligence guided enhancement of digital PET: scans as fast as CT?
R. Hosch, Manuel Weber, M. Sraieb, N. Flaschel +10 more
2022European Journal of Nuclear Medicine and Molecular Imaging27 citations Open access
Semantic Scholar
The Future of Radiology: The Path Towards Multimodal AI and Superdiagnostics
F. Nensa
2025European Journal of Radiology Artificial Intelligence26 citations Open access
Semantic Scholar
Assessing the Role of Pericardial Fat as a Biomarker Connected to Coronary Calcification—A Deep Learning Based Approach Using Fully Automated Body Composition Analysis
Lennard Kroll, K. Nassenstein, M. Jochims, S. Koitka +1 more
2021Journal of Clinical Medicine26 citations Open access
Semantic Scholar
Prognostic value of deep learning-derived body composition in advanced pancreatic cancer—a retrospective multicenter study
J. Keyl, A. Bucher, F. Jungmann, R. Hosch +23 more
2024ESMO Open25 citations Open access
Semantic Scholar
SAROS: A dataset for whole-body region and organ segmentation in CT imaging
S. Koitka, G. Baldini, Lennard Kroll, Natalie van Landeghem +7 more
2024Scientific Data25 citations Open access
Semantic Scholar
FHIR-PYrate: a data science friendly Python package to query FHIR servers
R. Hosch, G. Baldini, V. Parmar, Katarzyna Borys +5 more
2023BMC Health Services Research25 citations Open access
Semantic Scholar
Elexacaftor/tezacaftor/ivacaftor influences body composition in adults with cystic fibrosis: a fully automated CT-based analysis
D. Westhölter, J. Haubold, M. Welsner, Luca Salhöfer +12 more
2024Scientific Reports23 citations Open access
Semantic Scholar
Validating Automatic Concept-Based Explanations for AI-Based Digital Histopathology
Daniel Sauter, G. Lodde, F. Nensa, D. Schadendorf +2 more
2022Italian National Conference on Sensors23 citations Open access
Semantic Scholar
Generating Virtual Short Tau Inversion Recovery (STIR) Images from T1- and T2-Weighted Images Using a Conditional Generative Adversarial Network in Spine Imaging
J. Haubold, A. Demircioğlu, J. Theysohn, A. Wetter +10 more
2021Diagnostics23 citations Open access
Semantic Scholar
From BERT to generative AI - Comparing encoder-only vs. large language models in a cohort of lung cancer patients for named entity recognition in unstructured medical reports
K. Arzideh, Henning Schäfer, Héctor Allende-Cid, G. Baldini +13 more
2025Comput. Biol. Medicine20 citations Open access
Semantic Scholar
Information extraction from weakly structured radiological reports with natural language queries
Amin Dada, Tim Ufer, Moon S. Kim, Max Hasin +5 more
2023European Radiology18 citations Open access
Semantic Scholar
An Automated Information Extraction Model For Unstructured Discharge Letters Using Large Language Models and GPT-4
R. Siepmann, G. Baldini, C. S. Schmidt, D. Truhn +5 more
2025Healthcare Analytics16 citations Open access
Semantic Scholar
k-strip: A novel segmentation algorithm in k-space for the application of skull stripping
M. Rempe, F. Mentzel, K. Pomykala, Johannes Haubold +4 more
2022Comput. Methods Programs Biomed.15 citations Open access
Semantic Scholar
AI as a New Frontier in Contrast Media Research
J. Haubold, R. Hosch, G. Jost, Felix Kreis +3 more
2023Investigative Radiology14 citations
Semantic Scholar
Optimizing Platelet Transfusion through a Personalized Deep Learning Risk Assessment System for Demand Management.
Merlin Engelke, C. Schmidt, G. Baldini, V. Parmar +7 more
2023Blood14 citations Open access
Semantic Scholar
Contrast Agent Dose Reduction in MRI Utilizing a Generative Adversarial Network in an Exploratory Animal Study
J. Haubold, G. Jost, J. Theysohn, J. Ludwig +7 more
2023Investigative Radiology14 citations
Semantic Scholar
Contrast Media Reduction in Computed Tomography With Deep Learning Using a Generative Adversarial Network in an Experimental Animal Study
J. Haubold, G. Jost, J. Theysohn, J. Ludwig +7 more
2022Investigative Radiology14 citations
Semantic Scholar
Fully automated preoperative liver volumetry incorporating the anatomical location of the central hepatic vein
S. Koitka, Phillip Gudlin, J. Theysohn, A. Oezcelik +7 more
2022Scientific Reports13 citations Open access
Semantic Scholar
Body composition impacts outcome of bronchoscopic lung volume reduction in patients with severe emphysema: a fully automated CT-based analysis
J. Wienker, K. Darwiche, Nele Rüsche, E. Büscher +17 more
2024Scientific Reports11 citations Open access
Semantic Scholar
Individualized scan protocols for CT angiography: an animal study for contrast media or radiation dose optimization
J. Haubold, S. Zensen, R. Hosch, B. Schaarschmidt +8 more
2023European Radiology Experimental11 citations Open access
Semantic Scholar
Why does my medical AI look at pictures of birds? Exploring the efficacy of transfer learning across domain boundaries
F. Jonske, M. Kim, Enrico Nasca, J. Evers +7 more
2023Comput. Methods Programs Biomed.11 citations Open access
Semantic Scholar
Deep Learning–driven classification of external DICOM studies for PACS archiving
F. Jonske, M. Dederichs, Moon S. Kim, Julius Keyl +5 more
2022European Radiology11 citations Open access
Semantic Scholar
Addressing the Contrast Media Recognition Challenge
G. Baldini, R. Hosch, C. S. Schmidt, Katarzyna Borys +6 more
2024Investigative Radiology10 citations
Semantic Scholar
Adipopenia in body composition analysis: a promising imaging biomarker and potential predictive factor for patients undergoing transjugular intrahepatic portosystemic shunt placement
G. Alatzides, J. Haubold, H. Steinberg, S. Koitka +8 more
2023British Journal of Radiology10 citations Open access
Semantic Scholar
Staging of prostate Cancer with ultra-fast PSMA-PET scans enhanced by AI
D. Kersting, Katarzyna Borys, A. Küper, Moon Kim +12 more
2025European Journal of Nuclear Medicine and Molecular Imaging9 citations Open access
Semantic Scholar
Fully volumetric body composition analysis for prognostic overall survival stratification in melanoma patients
Katarzyna Borys, G. Lodde, E. Livingstone, C. Weishaupt +12 more
2025Journal of Translational Medicine9 citations Open access
Semantic Scholar
AI-derived body composition parameters as prognostic factors in patients with HCC undergoing TACE in a multicenter study
L. Müller, A. Mähringer-Kunz, T. Auer, U. Fehrenbach +17 more
2024JHEP Reports9 citations Open access
Semantic Scholar
A proof of concept for microcirculation monitoring using machine learning based hyperspectral imaging in critically ill patients: a monocentric observational study
Judith Kohnke, K. Pattberg, F. Nensa, Henning Kuhlmann +4 more
2024Critical Care9 citations Open access
Semantic Scholar
AI-based digital histopathology for perihilar cholangiocarcinoma: A step, not a jump
D. P. Hoyer, Saskia Ting, Nina A Rogacka, S. Koitka +8 more
2023Journal of Pathology Informatics9 citations Open access
Semantic Scholar
The Impact of Radiation Dose on CT‐Based Body Composition Analysis: A Large‐Animal Study
Luca Salhöfer, G. Jost, M. Meetschen, Daniel van Landeghem +7 more
2025Journal of Cachexia, Sarcopenia and Muscle8 citations Open access
Semantic Scholar
A new approach combining a whole-slide foundation model and gradient boosting for predicting BRAF mutation status in dermatopathology
Mohamed Albahri, Daniel Sauter, F. Nensa, G. Lodde +3 more
2025Computational and Structural Biotechnology Journal8 citations Open access
Semantic Scholar
Automated 3D-Body Composition Analysis as a Predictor of Survival in Patients With Idiopathic Pulmonary Fibrosis
Luca Salhöfer, F. Bonella, M. Meetschen, L. Umutlu +9 more
2024Journal of thoracic imaging8 citations Open access
Semantic Scholar
A Transformer-Based Pipeline for German Clinical Document De-Identification
K. Arzideh, G. Baldini, Philipp Winnekens, Christoph M. Friedrich +3 more
2024Applied Clinical Informatics8 citations Open access
Semantic Scholar

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