Sergios Gatidis - Publications, H-index & Citations

Sergios Gatidis

stanford university

41H指数

310论文数

6.0K被引数

收录论文 94

发表时间

Toward expert-level medical text validation with language models 基于语言模型实现专家级医学文本验证

npj Digital Medicine

IF15.1

2026-08-04

OAAI

Asad 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

Pipeline evaluation of a state-of-the-art AI algorithm for detection of focal cortical dysplasia: insights into potential failure sources 先进AI算法检测局灶性皮层发育不良的管道评估：对潜在失效来源的见解

Brain Informatics

IF4.5

2026-04-01

PREAI

Esmeraldo, Mateus A.; Chambers, Stefanie; Kravutske, Yanniklas; Reis, Eduardo P.; Kasprian, Gregor; Geraldo, Ana Filipa; Gatidis, Sergios; Soares, Bruno P.

Automated Coregistered Segmentation for Volumetric Analysis of Multiparametric Renal MRI

Magnetic Resonance in Medicine

IF3

2026-02-04

OAAI

Aya Ghoul; Cecilia Liang; Isabelle Loster; Lavanya Umapathy; Bernd Kühn; Petros Martirosian; Ferdinand Seith; Sergios Gatidis; Thomas Küstner

MIMM-X: Disentangling Spurious Correlations for Medical Image Analysis MIMM-X：解耦医疗图像分析中的虚假相关性

FAIRNESS OF AI IN MEDICAL IMAGING, FAIMI 2025

IF0

2026-01-01

PREAI

Fay, Louisa; Reguigui, Hajer; Yang, Bin; Gatidis, Sergios; Kuestner, Thomas

Self-supervised Motion-Compensated Reconstruction for Cardiac Cine MRI 自监督运动补偿重建技术在心脏电影MRI中的应用

RECONSTRUCTION AND IMAGING MOTION ESTIMATION, AND GRAPHS IN BIOMEDICAL IMAGE ANALYSIS, RIME 2025, GRAIL 2025

IF0

2026-01-01

PREAI

Xu, Siying; Ghoul, Aya; Hammernik, Kerstin; Kuebler, Jens; Krumm, Patrick; Lingg, Andreas; Rueckert, Daniel; Gatidis, Sergios; Kuestner, Thomas

Pediatric PET/MRI: Imaging Techniques, Indications, and Clinical Implementation

RADIOGRAPHICS

IF5.5

2025-11-01

PREAI

Gatidis, 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.

Multi-Frame Image Registration for Automated Ventricular Function Assessment in Single Breath-Hold Cine MRI Using Limited Labels 基于有限标签的单次屏气电影MRI中用于自动心室功能评估的多帧图像配准

Magnetic Resonance in Medicine

IF3

2025-10-18

OAAI

Aya Ghoul; Paxstan Cassal Paulson; Andreas Lingg; Patrick Krumm; Kerstin Hammernik; Daniel Rueckert; Sergios Gatidis; Thomas Küstner

A Machine Learning System to Automate Body Computed Tomography Protocoling 一个用于自动化身体计算机断层扫描协议制定的机器学习系统

Journal of Imaging Informatics in Medicine

IF0

2025-10-16

PREAI

Peyman Shokrollahi; Juan M. Zambrano Chavez; Jonathan P. H. Lam; Avishkar A. Sharma; Debashish Pal; Naeim Bahrami; Sergios Gatidis; Akshay S. Chaudhari; Andreas M. Loening

Best Practices for Large Language Models in Radiology 放射学领域大型语言模型的最佳实践

RADIOLOGY

IF15.2

2025-04-01

PREAI

Bluethgen, Christian; Van Veen, Dave; Zakka, Cyril; Link, Katherine E.; Fanous, Aaron Hunter; Daneshjou, Roxana; Frauenfelder, Thomas; Langlotz, Curtis P.; Gatidis, Sergios

Attention incorporated network for sharing low-rank, image and k-space information during MR image reconstruction to achieve single breath-hold cardiac Cine imaging 注意力结合网络，用于在MR图像重建过程中共享低秩，图像和k空间信息，以实现单次屏气心脏电影成像

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2025-03-01

OAAI

Xu, Siying; Hammernik, Kerstin; Lingg, Andreas; Kuebler, Jens; Krumm, Patrick; Rueckert, Daniel; Gatidis, Sergios; Kuestner, Thomas

Optimizing adult-oriented artificial intelligence for pediatric chest radiographs by adjusting operating points

SCIENTIFIC REPORTS

IF3.9

2024-12-28

OAAI

Shin, Hyun Joo; Han, Kyunghwa; Son, Nak-Hoon; Kim, Eun-Kyung; Kim, Min Jung; Gatidis, Sergios; Vasanawala, Shreyas

Results from the autoPET challenge on fully automated lesion segmentation in oncologic PET/CT imaging 来自肿瘤学PET/CT成像中全自动病变分割的autoPET挑战的结果

NATURE MACHINE INTELLIGENCE

IF23.9

2024-10-30

PREAI

Gatidis, 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

Tumour-informed liquid biopsies to monitor advanced melanoma patients under immune checkpoint inhibition

NATURE COMMUNICATIONS

IF15.7

2024-10-09

OAAI

Schroeder, 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

Attention-Aware Non-Rigid Image Registration for Accelerated MR Imaging

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2024-08-01

OAAI

Ghoul, Aya; Pan, Jiazhen; Lingg, Andreas; Kuebler, Jens; Krumm, Patrick; Hammernik, Kerstin; Rueckert, Daniel; Gatidis, Sergios; Kuestner, Thomas

Adapted large language models can outperform medical experts in clinical text summarization 适应的大型语言模型在临床文本摘要方面可以胜过医学专家

NATURE MEDICINE

IF50

2024-02-27

OAAI

Van 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.

Predictive uncertainty in deep learning-based MR image reconstruction using deep ensembles: Evaluation on the fastMRI data set 使用深度集成的基于深度学习的MR图像重建中的预测不确定性: 对fastMRI数据集的评估

MAGNETIC RESONANCE IN MEDICINE

IF3

2024-01-28

OAAI

Kuestner, Thomas; Hammernik, Kerstin; Rueckert, Daniel; Hepp, Tobias; Gatidis, Sergios

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 全身基线CT影像组学能否为接受一线靶向治疗的IV期黑色素瘤患者的最佳反应、无进展生存期和总生存期的预测增加信息: 一项回顾性登记研究

DIAGNOSTICS

IF3.3

2023-10-14

OAAI

Peisen, Felix; Gerken, Annika; Hering, Alessa; Dahm, Isabel; Nikolaou, Konstantin; Gatidis, Sergios; Eigentler, Thomas K.; Amaral, Teresa; Moltz, Jan H.; Othman, Ahmed E.

Impact of MRI on target volume definition in head and neck cancer patients

RADIATION ONCOLOGY

IF3.2

2023-09-06

OAAI

Clasen, Kerstin; Nachbar, Marcel; Gatidis, Sergios; Zips, Daniel; Thorwarth, Daniela; Welz, Stefan

Quantification of intratumoural heterogeneity in mice and patients via machine-learning models trained on PET-MRI data

NATURE BIOMEDICAL ENGINEERING

IF26.6

2023-06-05

PREAI

Katiyar, 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.

Self-supervised contrastive learning with random walks for medical image segmentation with limited annotations

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2023-03-01

PREAI

Fischer, Marc; Hepp, Tobias; Gatidis, Sergios; Yang, Bin

研究方向