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W

Wojciech Samek

fraunhofer gesellschaft

51H-index
361Paper Count
2.5WCitation Count
Published Papers 64
Publication Date
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Detection of calcified plaques: comparison between coronary CT angiography and thin-slice non-contrast CT with deep learning-aided image registration
errEuropean Radiology
IF4.7
err2026-04-20
err0
errOAAI
errKenrick Schulze; Federico Biavati; Bernhard Föllmer; Sotirios Tsogias; Surenjav Chimed; Hanna Balogh; Norbert Nagy; Ferhat Yavuz; Anne-Marieke Stantien; Renad-Heyam Abdelrahman; Steffen Lukas; Maria Bosserdt; Marc Kachelrieß; Wojciech Samek; Marc Dewey
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errSave
Multimodal Deep Learning for Prediction of Progression-Free Survival in Patients with Neuroendocrine Tumors Undergoing 177Lu-Based Peptide Receptor Radionuclide Therapy
errCancers
IF4.4
err2026-04-08
err0
errOAAI
errSimon Baur; Tristan Ruhwedel; Ekin Böke; Zuzanna Kobus; Gergana Lishkova; Christoph Wetz; Holger Amthauer; Christoph Roderburg; Frank Tacke; Julian M. Rogasch; Wojciech Samek; Henning Jann; Jackie Ma; Johannes Eschrich
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errSave
Deep learning-based multi project InP wafer simulation towards unsupervised surface defect detection
errJOURNAL OF THE FRANKLIN INSTITUTE
IF4.2
err2026-01-15
err0
errOAAI
errCantu, Emilio Dolgener; Wittmann, Rolf Klemens; Abdeen, Oliver; Wagner, Patrick; Samek, Wojciech; Baier, Moritz; Lapuschkin, Sebastian
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errSave
Software for dataset-wide XAI: From local explanations to global insights with Zennit, CoRelAy, and ViRelAy
errPLoS One
IF2.6
err2026-01-02
err1
PREAI
errAnders, Christopher J.; Neumann, David; Samek, Wojciech; Muller, Klaus-Robert; Lapuschkin, Sebastian
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errSave
Leveraging Influence Functions for Resampling Data in Physics-Informed Neural Networks
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT II
IF0
err2026-01-01
err0
errOAAI
errNaujoks, Jonas R.; Krasowski, Aleksander; Weckbecker, Moritz; Yolcu, Galip Umit; Wiegand, Thomas; Lapuschkin, Sebastian; Samek, Wojciech; Klausen, Rene P.
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errSave
Guided Active Learning for Medical Image Segmentation
errHUMAN-AI COLLABORATION, HAIC 2025
IF0
err2026-01-01
err0
PREAI
errFoellmer, Bernhard; Serafimoskil, Vladimir; Schulzel, Kenrick; Biavatil, Federico; Stober, Sebastian; Samek, Wojciech; Dewey, Marc
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errSave
Benchmarking Uncertainty and Its Disentanglement in Multi-label Chest X-Ray Classification
errUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
IF0
err2026-01-01
err0
PREAI
errBaur, Simon; Samek, Wojciech; Ma, Jackie
errShare
errSave
Post-hoc Concept Disentanglement: From Correlated to Isolated Concept Representations
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT I
IF0
err2026-01-01
err0
errOAAI
errErogullari, Eren; Lapuschkin, Sebastian; Samek, Wojciech; Pahde, Frederik
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errSave
Mechanistic understanding and validation of large AI models with SemanticLens
errNature Machine Intelligence
IF23.9
err2025-08-14
err0
PREAI
errMaximilian Dreyer; Jim Berend; Tobias Labarta; Johanna Vielhaben; Thomas Wiegand; Sebastian Lapuschkin; Wojciech Samek
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errSave
Ensuring medical AI safety: interpretability-driven detection and mitigation of spurious model behavior and associated data
errMachine Learning
IF2.9
err2025-08-12
err0
errOAAI
errFrederik Pahde; Thomas Wiegand; Sebastian Lapuschkin; Wojciech Samek
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errSave
Exploring the clinical value of concept-based AI explanations in gastrointestinal disease detection
errScientific Reports
IF3.9
err2025-08-07
err0
errOAAI
errAndrea M. Storås; Maximilian Dreyer; Frederik Pahde; Sebastian Lapuschkin; Wojciech Samek; Pål Halvorsen; Thomas de Lange; Yuichi Mori; Alexander Hann; Tyler M. Berzin; Sravanthi Parasa; Michael A. Riegler
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errSave
Explaining predictive uncertainty by exposing second-order effects
errPATTERN RECOGNITION
IF7.6
err2025-04-01
err0
errOAAI
errBley, Florian; Lapuschkin, Sebastian; Samek, Wojciech; Montavon, Gregoire
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errSave
Improved On-Wafer Probing of High-Frequency Components Based on Optical Recognition of the Probe Positions
errIEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
IF4.5
err2025-04-01
err1
PREAI
errVitali, Domenico; Chillico, Alessandro; Samek, Wojciech; Bengtsson, Olof
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errSave
Automated segment-level coronary artery calcium scoring on non-contrast CT: a multi-task deep-learning approach
errINSIGHTS INTO IMAGING
IF4.5
err2024-10-16
err1
errOAAI
errFoellmer, Bernhard; Tsogias, Sotirios; Biavati, Federico; Schulze, Kenrick; Bosserdt, Maria; Hoevermann, Lars Gerrit; Stober, Sebastian; Samek, Wojciech; Kofoed, Klaus F.; Maurovich-Horvat, Pal; Donnelly, Patrick; Benedek, Theodora; Williams, Michelle C.; Dewey, Marc
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errSave
Decentralized and Incentivized Federated Learning: A Blockchain-Enabled Framework Utilising Compressed Soft-Labels and Peer Consistency
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2024-07-01
err1
errOAAI
errWitt, Leon; Zafar, Usama; Shen, Kuoyeh; Sattler, Felix; Li, Dan; Wang, Songtao; Samek, Wojciech
errShare
errSave
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions
errINFORMATION FUSION
IF15.5
err2024-06-01
err49
errOAAI
errLongo, Luca; Brcic, Mario; Cabitza, Federico; Choi, Jaesik; Confalonieri, Roberto; Del Ser, Javier; Guidotti, Riccardo; Hayashi, Yoichi; Herrera, Francisco; Holzinger, Andreas; Jiang, Richard; Khosravi, Hassan; Lecue, Freddy; Malgieri, Gianclaudio; Paez, Andres; Samek, Wojciech; Schneider, Johannes; Speith, Timo; Stumpf, Simone
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errSave
Explainable AI for time series via Virtual Inspection Layers
errPATTERN RECOGNITION
IF7.6
err2024-06-01
err6
errOAAI
errVielhaben, Johanna; Lapuschkin, Sebastian; Montavon, Gregoire; Samek, Wojciech
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errSave
Discovering Subgroups of Children With High Mortality in Urban Guinea-Bissau: Exploratory and Validation Cohort Study
errJMIR PUBLIC HEALTH AND SURVEILLANCE
IF3.9
err2024-04-09
err1
errOAAI
errRieckmann, Andreas; Nielsen, Sebastian; Dworzynski, Piotr; Amini, Heresh; Mogensen, Soren Wengel; Silva, Isaquel Bartolomeu; Chang, Angela Y.; Arah, Onyebuchi A.; Samek, Wojciech; Rod, Naja Hulvej; Ekstrom, Claus Thorn; Benn, Christine Stabell; Aaby, Peter; Fisker, Ane Baerent
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errSave
From Clustering to Cluster Explanations via Neural Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-02-01
err25
errOAAI
errKauffmann, Jacob; Esders, Malte; Ruff, Lukas; Montavon, Gregoire; Samek, Wojciech; Mueller, Klaus-Robert
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errSave
Neural Network Coding of Difference Updates for Efficient Distributed Learning Communication
errIEEE TRANSACTIONS ON MULTIMEDIA
IF9.7
err2024-01-01
err0
errOAAI
errBecking, Daniel; Mueller, Karsten; Haase, Paul; Kirchhoffer, Heiner; Tech, Gerhard; Samek, Wojciech; Schwarz, Heiko; Marpe, Detlev; Wiegand, Thomas
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
F
Francisco Herrera
H-index: 169 · Papers: 1.3K
F
Frank Tacke
H-index: 124 · Papers: 1.4K
A
Arno Villringer
H-index: 117 · Papers: 2.0K
K
Klaus‐Robert Müller
H-index: 110 · Papers: 727
P
Peter Aaby
H-index: 94 · Papers: 797
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