Gatidis, Sergios
- A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
2024/01/22 by Zhihong Chen, Maya Varma, Chen, Zhihong +37 · 43 citations
Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
- Merlin: A Vision Language Foundation Model for 3D Computed Tomography
2024/06/10 by Blankemeier, Louis, Cohen, Joseph Paul, Kumar, Ashwin +28 · 23 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records
2023/08/27 by Scott L. Fleming, Alejandro Lozano, Fleming, Scott L. +57 · 8 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks
2025/05/26 by Suhana Bedi, Bedi, Suhana, Hejie Cui +153 · 26 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
- MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
2023/08/30 by Li, Jianning, Zhou, Zongwei, Yang, Jiancheng +154 · 7 citations
#68T01 #Computer Vision and Pattern Recognition (cs.CV) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Overcoming Barriers to Data Sharing with Medical Image Generation: A Comprehensive Evaluation
2020/11/29 by Schütte, August DuMont, Hetzel, Jürgen, Gatidis, Sergios +4 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Uncertainty-Guided Progressive GANs for Medical Image Translation
2021/06/29 by Upadhyay, Uddeshya, Chen, Yanbei, Hepp, Tobias +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Adversarial Robustness of MR Image Reconstruction under Realistic Perturbations
2022/08/05 by Morshuis, Jan Nikolas, Gatidis, Sergios, Hein, Matthias +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Best Practices for Large Language Models in Radiology
2024/12/02 by Bluethgen, Christian, Van Veen, Dave, Zakka, Cyril +7 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Unlocking Robust Segmentation Across All Age Groups via Continual Learning
2024/04/19 by Chih-Ying Liu, Jeya Maria Jose Valanarasu, Liu, Chih-Ying +9 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Attention Incorporated Network for Sharing Low-rank, Image and K-space Information during MR Image Reconstruction to Achieve Single Breath-hold Cardiac Cine Imaging
2024/07/03 by Siying Xu, Kerstin Hammernik, Xu, Siying +13 · 1 citation
Medicine · Engineering · #Advanced MRI Techniques and Applications #Advanced X-ray and CT Imaging
- Evaluating and Improving the Effectiveness of Synthetic Chest X-Rays for Medical Image Analysis
2024/11/27 by Eva Prakash, Prakash, Eva, Jeya Maria Jose Valanarasu +21 · 1 citation
Engineering · Medicine · #Advanced X-ray and CT Imaging #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering