Bannur, Shruthi
- Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing
2023/01/11 by Shruthi Bannur, Bannur, Shruthi, Stephanie L. Hyland +29 · 39 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #Topic Modeling #Biomedical Text Mining and Ontologies
- MAIRA-2: Grounded Radiology Report Generation
2024/06/06 by Shruthi Bannur, Kenza Bouzid, Bannur, Shruthi +38 · 31 citations
Medicine · Computer Science · Social Sciences · #Radiomics and Machine Learning in Medical Imaging #Topic Modeling #Computational and Text Analysis Methods
- MAIRA-1: A specialised large multimodal model for radiology report generation
2023/11/22 by Stephanie L. Hyland, Shruthi Bannur, Hyland, Stephanie L. +27 · 14 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging
2024/10/09 by Codella, Noel C. F., Jin, Ying, Jain, Shrey +28 · 15 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
- PadChest-GR: A Bilingual Chest X-ray Dataset for Grounded Radiology Report Generation
2024/11/07 by Castro, Daniel C., Bustos, Aurelia, Bannur, Shruthi +11 · 7 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Exploring the Boundaries of GPT-4 in Radiology
2023/10/23 by Qianchu Liu, Liu, Qianchu, Stephanie L. Hyland +35 · 4 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models
2024/11/18 by Harshita Sharma, Valentina Salvatelli, Sharma, Harshita +29 · 2 citations
Computer Science · Medicine · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- Insights into a radiology-specialised multimodal large language model with sparse autoencoders
2025/07/17 by Kenza Bouzid, Shruthi Bannur, Bouzid, Kenza +12 · 1 voice · 1 citation
Computer Science · Medicine · #Explainable Artificial Intelligence (XAI) #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare