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Stefan Haufe

technische universitat berlin

38H-index
158Paper Count
8.5KCitation Count
Published Papers 36
Publication Date
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GHOSTS: Validated generation of synthetic hospital time series
errArtificial Intelligence in Medicine
IF6.2
err2026-05-09
err0
errOAAI
errRustam Zhumagambetov; Niklas Giesa; Sebastian D. Boie; Stefan Haufe
errShare
errSave
GECOBench: a gender-controlled text dataset and benchmark for quantifying biases in explanations
errFrontiers in Artificial Intelligence
IF4.7
err2026-01-05
err0
errOAAI
errRick Wilming; Artur Dox; Hjalmar Schulz; Marta Oliveira; Benedict Clark; Stefan Haufe
errShare
errSave
Predicting cognition after subthalamic Deep Brain Stimulation in Parkinson’s Disease
errnpj Parkinson's Disease
IF0
err2025-08-28
err0
errOAAI
errDorothee Kübler-Weller; Heiner Stuke; Melanie Astalosch; Luísa Martins Ribeiro; Elias Landfried; Gerd-Helge Schneider; Katharina Faust; Patricia Krause; Jan Roediger; Stefan Haufe; Mahta Mousavi; Bassam Al-Fatly; Claudia Spies; Friedrich Borchers; Andrea A. Kühn
errShare
errSave
Enhancing Brain Source Reconstruction by Initializing 3-D Neural Networks With Physical Inverse Solutions
errIEEE Transactions on Medical Imaging
IF9.8
err2025-08-04
err0
errOAAI
errMarco Morik; Ali Hashemi; Klaus-Robert Müller; Stefan Haufe; Shinichi Nakajima
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errSave
Low β predicts motor output and cell degeneration in the A53T Parkinson's disease rat model
errBRAIN
IF11.7
err2025-08-01
err1
errOAAI
errHofman, Katarina; Chen, Jiazhi; Sil, Tanmoy; Pellegrini, Franziska; Haufe, Stefan; Pozzi, Nicolo; Palmisano, Chiara; Isaias, Ioannis U.; Koprich, James B.; Brotchie, Jonathan M.; Kuehn, Andrea A.; Matthies, Cordula; Reich, Martin M.; Muthuraman, Muthuraman; Volkmann, Jens; Ip, Chi Wang
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errSave
A scalable approach for critical care data extraction and analysis in an academic medical center
errINTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
IF4.1
err2024-12-01
err0
errOAAI
errBoie, Sebastian Daniel; Meyer-Eschenbach, Falk; Schreiber, Fabian; Giesa, Niklas; Barrenetxea, Jon; Guinemer, Camille; Haufe, Stefan; Kraemer, Michael; Brunecker, Peter; Prasser, Fabian; Balzer, Felix
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errSave
Applying a transformer architecture to intraoperative temporal dynamics improves the prediction of postoperative delirium
errCOMMUNICATIONS MEDICINE
IF6.3
err2024-11-27
err0
errOAAI
errGiesa, Niklas; Sekutowicz, Maria; Rubarth, Kerstin; Spies, Claudia Doris; Balzer, Felix; Haufe, Stefan; Boie, Sebastian Daniel
errShare
errSave
Cortical networks of parkinsonian gait: a metabolic and functional connectivity study
errANNALS OF CLINICAL AND TRANSLATIONAL NEUROLOGY
IF3.9
err2024-08-26
err0
errOAAI
errPellegrini, Franziska; Pozzi, Nicolo G.; Palmisano, Chiara; Marotta, Giorgio; Buck, Andreas; Haufe, Stefan; Isaias, Ioannis U.
errShare
errSave
Risk Factors for Postoperative Delirium Severity After Deep Brain Stimulation Surgery in Parkinson's Disease
errJOURNAL OF PARKINSONS DISEASE
IF5
err2024-07-20
err0
errOAAI
errAstalosch, Melanie; Mousavi, Mahta; Ribeiro, Luisa Martins; Schneider, Gerd-Helge; Stuke, Heiner; Haufe, Stefan; Borchers, Friedrich; Spies, Claudia; von Hofen-Hohloch, Judith; Al-Fatly, Bassam; Ebersbach, Georg; Franke, Christiana; Kuehn, Andrea A.; Kuebler-Weller, Dorothee
errShare
errSave
XAI-TRIS: non-linear image benchmarks to quantify false positive post-hoc attribution of feature importance
errMACHINE LEARNING
IF2.9
err2024-07-16
err0
errOAAI
errClark, Benedict; Wilming, Rick; Haufe, Stefan
errShare
errSave
Dopamine and deep brain stimulation accelerate the neural dynamics of volitional action in Parkinson's disease
errBRAIN
IF11.7
err2024-07-02
err0
errOAAI
errKoehler, Richard M.; Binns, Thomas S.; Merk, Timon; Zhu, Guanyu; Yin, Zixiao; Zhao, Baotian; Chikermane, Meera; Vanhoecke, Jojo; Busch, Johannes L.; Habets, Jeroen G., V; Faust, Katharina; Schneider, Gerd-Helge; Cavallo, Alessia; Haufe, Stefan; Zhang, Jianguo; Kuehn, Andrea A.; Haynes, John-Dylan; Neumann, Wolf-Julian
errShare
errSave
Machine learning models predict the emergence of depression in Argentinean college students during periods of COVID-19 quarantine
errFRONTIERS IN PSYCHIATRY
IF3.2
err2024-04-16
err3
errOAAI
errSteinmetz, Lorena Cecilia Lopez; Sison, Margarita; Zhumagambetov, Rustam; Godoy, Juan Carlos; Haufe, Stefan
errShare
errSave
Benchmarking the influence of pre-training on explanation performance in MR image classification
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2024-02-26
err4
errOAAI
errOliveira, Marta; Wilming, Rick; Clark, Benedict; Budding, Celine; Eitel, Fabian; Ritter, Kerstin; Haufe, Stefan
errShare
errSave
Joint Learning of Full-Structure Noise in Hierarchical Bayesian Regression Models
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2024-02-01
err3
errOAAI
errHashemi, Ali; Cai, Chang; Gao, Yijing; Ghosh, Sanjay; Mueller, Klaus-Robert; Nagarajan, Srikantan S.; Haufe, Stefan
errShare
errSave
Performance reserves in brain-imaging-based phenotype prediction
errCELL REPORTS
IF6.9
err2024-01-01
err3
errOAAI
errSchulz, Marc -Andre; Bzdok, Danilo; Haufe, Stefan; Haynes, John -Dylan; Ritter, Kerstin
errShare
errSave
Bayesian Adaptive Beamformer for Robust Electromagnetic Brain Imaging of Correlated Sources in High Spatial Resolution
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2023-09-01
err4
PREAI
errCai, Chang; Long, Yuanshun; Ghosh, Sanjay; Hashemi, Ali; Gao, Yijing; Diwakar, Mithun; Haufe, Stefan; Sekihara, Kensuke; Wu, Wei; Nagarajan, Srikantan S.
errShare
errSave
Pallidal Recordings in Chronically Implanted Dystonic Patients: Mitigation of Tremor-Related Artifacts
errBIOENGINEERING-BASEL
IF3.7
err2023-04-15
err0
errOAAI
errDel Vecchio, Jasmin Del Vecchio; Hanafi, Ibrahem; Pozzi, Nicolo Gabriele; Capetian, Philipp; Isaias, Ioannis U.; Haufe, Stefan; Palmisano, Chiara
errShare
errSave
Bayesian Algorithms for Joint Estimation of Brain Activity and Noise in Electromagnetic Imaging
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2023-03-01
err4
PREAI
errCai, Chang; Kang, Huicong; Hashemi, Ali; Chen, Dan; Diwakar, Mithun; Haufe, Stefan; Sekihara, Kensuke; Wu, Wei; Nagarajan, Srikantan S. S.
errShare
errSave
Gait Event Prediction Using Surface Electromyography in Parkinsonian Patients
errBIOENGINEERING-BASEL
IF3.7
err2023-02-06
err7
errOAAI
errHaufe, Stefan; Isaias, Ioannis U. U.; Pellegrini, Franziska; Palmisano, Chiara
errShare
errSave
Gait Initiation Impairment in Patients with Parkinson's Disease and Freezing of Gait
errBIOENGINEERING-BASEL
IF3.7
err2022-11-02
err12
errOAAI
errPalmisano, Chiara; Beccaria, Laura; Haufe, Stefan; Volkmann, Jens; Pezzoli, Gianni; Isaias, Ioannis U.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
J. John Mann
H-index: 125 · Papers: 881
A
Arno Villringer
H-index: 117 · Papers: 2.0K
K
Klaus‐Robert Müller
H-index: 110 · Papers: 727
J
Jens Volkmann
H-index: 98 · Papers: 718
K
Kevin N. Ochsner
H-index: 93 · Papers: 314
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