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Sergios Gatidis

stanford university

41H-index
310Paper Count
6.0KCitation Count
Published Papers 94
Publication Date
Toward expert-level medical text validation with language models
err2026-08-04
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errOAAI
errAsad Aali; Vasiliki Bikia; Maya Varma; Nicole Chiou; Sophie Ostmeier; Arnav Singhvi; Magdalini Paschali; Ashwin Kumar; Andrew Johnston; Karimar Amador-Martinez; Eduardo Juan Perez Guerrero; Paola Naovi Cruz Rivera; Sergios Gatidis; Christian Bluethgen; Eduardo Pontes Reis; Eddy D. Zandee van Rilland; Poonam Laxmappa Hosamani; Kevin R. Keet; Minjoung Go; Evelyn Ling; David B. Larson; Curtis Langlotz; Roxana Daneshjou; Jason Hom; Sanmi Koyejo; Emily Alsentzer; Akshay S. Chaudhari
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Pipeline evaluation of a state-of-the-art AI algorithm for detection of focal cortical dysplasia: insights into potential failure sources
err2026-04-01
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PREAI
errEsmeraldo, Mateus A.; Chambers, Stefanie; Kravutske, Yanniklas; Reis, Eduardo P.; Kasprian, Gregor; Geraldo, Ana Filipa; Gatidis, Sergios; Soares, Bruno P.
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Automated Coregistered Segmentation for Volumetric Analysis of Multiparametric Renal MRI
err2026-02-04
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errOAAI
errAya Ghoul; Cecilia Liang; Isabelle Loster; Lavanya Umapathy; Bernd Kühn; Petros Martirosian; Ferdinand Seith; Sergios Gatidis; Thomas Küstner
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MIMM-X: Disentangling Spurious Correlations for Medical Image Analysis
err2026-01-01
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PREAI
errFay, Louisa; Reguigui, Hajer; Yang, Bin; Gatidis, Sergios; Kuestner, Thomas
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Self-supervised Motion-Compensated Reconstruction for Cardiac Cine MRI
err2026-01-01
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PREAI
errXu, Siying; Ghoul, Aya; Hammernik, Kerstin; Kuebler, Jens; Krumm, Patrick; Lingg, Andreas; Rueckert, Daniel; Gatidis, Sergios; Kuestner, Thomas
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Pediatric PET/MRI: Imaging Techniques, Indications, and Clinical Implementation
err2025-11-01
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PREAI
errGatidis, Sergios; Ponisio, Maria Rosana; Borgwardt, Lise; Cain, Timothy M.; Francis, Peter; Hamdi, Mahdjoub; Johnson, Geoffrey; Kurch, Lars; Laforest, Richard; Lim, Ruth; McConathy, Jonathan; Mody, Tejal; Nevo, Elad; Pandit-Taskar, Neeta; Qi, Jing; States, Lisa J.; Zucchetta, Pietro; Nadel, Helen R.
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Multi-Frame Image Registration for Automated Ventricular Function Assessment in Single Breath-Hold Cine MRI Using Limited Labels
err2025-10-18
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errOAAI
errAya Ghoul; Paxstan Cassal Paulson; Andreas Lingg; Patrick Krumm; Kerstin Hammernik; Daniel Rueckert; Sergios Gatidis; Thomas Küstner
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A Machine Learning System to Automate Body Computed Tomography Protocoling
err2025-10-16
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PREAI
errPeyman Shokrollahi; Juan M. Zambrano Chavez; Jonathan P. H. Lam; Avishkar A. Sharma; Debashish Pal; Naeim Bahrami; Sergios Gatidis; Akshay S. Chaudhari; Andreas M. Loening
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Best Practices for Large Language Models in Radiology
errRADIOLOGY
IF15.2
err2025-04-01
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PREAI
errBluethgen, Christian; Van Veen, Dave; Zakka, Cyril; Link, Katherine E.; Fanous, Aaron Hunter; Daneshjou, Roxana; Frauenfelder, Thomas; Langlotz, Curtis P.; Gatidis, Sergios
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Attention incorporated network for sharing low-rank, image and k-space information during MR image reconstruction to achieve single breath-hold cardiac Cine imaging
err2025-03-01
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errOAAI
errXu, Siying; Hammernik, Kerstin; Lingg, Andreas; Kuebler, Jens; Krumm, Patrick; Rueckert, Daniel; Gatidis, Sergios; Kuestner, Thomas
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Optimizing adult-oriented artificial intelligence for pediatric chest radiographs by adjusting operating points
err2024-12-28
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errOAAI
errShin, Hyun Joo; Han, Kyunghwa; Son, Nak-Hoon; Kim, Eun-Kyung; Kim, Min Jung; Gatidis, Sergios; Vasanawala, Shreyas
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Results from the autoPET challenge on fully automated lesion segmentation in oncologic PET/CT imaging
err2024-10-30
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PREAI
errGatidis, Sergios; Frueh, Marcel; Fabritius, Matthias P.; Gu, Sijing; Nikolaou, Konstantin; La Fougere, Christian; Ye, Jin; He, Junjun; Peng, Yige; Bi, Lei; Ma, Jun; Wang, Bo; Zhang, Jia; Huang, Yukun; Heiliger, Lars; Marinov, Zdravko; Stiefelhagen, Rainer; Egger, Jan; Kleesiek, Jens; Sibille, Ludovic; Xiang, Lei; Bendazzoli, Simone; Astaraki, Mehdi; Ingrisch, Michael; Cyran, Clemens C.; Kuestner, Thomas
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Tumour-informed liquid biopsies to monitor advanced melanoma patients under immune checkpoint inhibition
err2024-10-09
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errOAAI
errSchroeder, Christopher; Gatidis, Sergios; Kelemen, Olga; Schuetz, Leon; Bonzheim, Irina; Muyas, Francesc; Martus, Peter; Admard, Jakob; Armeanu-Ebinger, Sorin; Gueckel, Brigitte; Kuestner, Thomas; Garbe, Claus; Flatz, Lukas; Pfannenberg, Christina; Ossowski, Stephan; Forschner, Andrea
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Attention-Aware Non-Rigid Image Registration for Accelerated MR Imaging
err2024-08-01
err1
errOAAI
errGhoul, Aya; Pan, Jiazhen; Lingg, Andreas; Kuebler, Jens; Krumm, Patrick; Hammernik, Kerstin; Rueckert, Daniel; Gatidis, Sergios; Kuestner, Thomas
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Adapted large language models can outperform medical experts in clinical text summarization
err2024-02-27
err33
errOAAI
errVan Veen, Dave; Van Uden, Cara; Blankemeier, Louis; Delbrouck, Jean-Benoit; Aali, Asad; Bluethgen, Christian; Pareek, Anuj; Polacin, Malgorzata; Reis, Eduardo Pontes; Seehofnerova, Anna; Rohatgi, Nidhi; Hosamani, Poonam; Collins, William; Ahuja, Neera; Langlotz, Curtis P.; Hom, Jason; Gatidis, Sergios; Pauly, John; Chaudhari, Akshay S.
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Predictive uncertainty in deep learning-based MR image reconstruction using deep ensembles: Evaluation on the fastMRI data set
err2024-01-28
err6
errOAAI
errKuestner, Thomas; Hammernik, Kerstin; Rueckert, Daniel; Hepp, Tobias; Gatidis, Sergios
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Can Whole-Body Baseline CT Radiomics Add Information to the Prediction of Best Response, Progression-Free Survival, and Overall Survival of Stage IV Melanoma Patients Receiving First-Line Targeted Therapy: A Retrospective Register Study
err2023-10-14
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errOAAI
errPeisen, Felix; Gerken, Annika; Hering, Alessa; Dahm, Isabel; Nikolaou, Konstantin; Gatidis, Sergios; Eigentler, Thomas K.; Amaral, Teresa; Moltz, Jan H.; Othman, Ahmed E.
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Impact of MRI on target volume definition in head and neck cancer patients
err2023-09-06
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errOAAI
errClasen, Kerstin; Nachbar, Marcel; Gatidis, Sergios; Zips, Daniel; Thorwarth, Daniela; Welz, Stefan
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Quantification of intratumoural heterogeneity in mice and patients via machine-learning models trained on PET-MRI data
err2023-06-05
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PREAI
errKatiyar, Prateek; Schwenck, Johannes; Frauenfeld, Leonie; Divine, Mathew R.; Agrawal, Vaibhav; Kohlhofer, Ursula; Gatidis, Sergios; Kontermann, Roland; Koenigsrainer, Alfred; Quintanilla-Martinez, Leticia; la Fougere, Christian; Schoelkopf, Bernhard; Pichler, Bernd J.; Disselhorst, Jonathan A.
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