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会议文集

文集名	Emerging LLM/LMM Applications in Medical Imaging
会议名	1st International Workshop on Emerging LLM/LMM Applications in Medical Imaging (ELAMI 2025), Held in Conjunction with MICCAI 2025
中译名	《第一届国际医学影像领域新兴的大型语言模型/大型多模态模型应用讨论会》
会议日期	September 27, 2025
会议地点	Daejeon, South Korea
出版年	2026
馆藏号	359388

题名	作者	出版年
GMAT: Grounded Multi-agent Clinical Description Generation for Text Encoder in Vision-Language MIL for Whole Slide Image Classification	Ngoc Bui Lam Quang; Nam Le Nguyen Binh; Thanh-Huy Nguyen; Le Thien Phuc Nguyen; Quan Nguyen; Ulas Bagci	2026
SCOPE: Label Extraction of Stroke Diagnosis from Unstructured Medical Reports Using Retrieval-Augmented Generation	Mumu Aktar; Gunjan Jindal; Salome Lou Bosshart; Alexander Stebner; Pedro Paiva; Mariana Bento; Johanna Ospel; Roberto Souza	2026
Mind the Evaluation Gap: Large Language Models for Structured Data Extraction from Radiology Reports	Amirhossein Sabour; Kailin Chu; Mehrdad Eshraghi Dehaghani; Mehdi Moradi	2026
NeuroReport-MS: Multi-scale Agentic AI for Automated Clinical Report Generation in Multiple Sclerosis	Khaoula Alaoui Belghiti; Nour Eddine Zekaoui; Mounia Mikram; Maryem Rhanoui	2026
REMix: Refinement-Enhanced Visual-Textual Mixing for Lesion Segmentation	Soojin Hwang; Jaeyoon Sim; Won Hwa Kim	2026
An LLM-Based Active Assistant and Smart Manual for CT Imaging Workflows	Zeinab Aliakbari Mamaghani; Linda Vorberg; Andreas Maier; Alexander Katzmann; Oliver Taubmann	2026
SIGMA: Auto-Regressive VLM for Automated Radiology Report Generation from Longitudinal 3D CT Volumes	Khang C. Nguyen; Cheng Wang; Zong X. Shi; Yue Heng; Chuan Y. Qi; Masahiro Oda; Kensaku Mori	2026
Specialised or Generic? Tokenization Choices for Radiology Language Models	Hermione Warr; Wentian Xu; Harry Anthony; Yasin Ibrahim; Daniel R. McGowan; Konstantinos Kamnitsas	2026
SCOPE: Speech-Guided COllaborative PErception Framework for Surgical Scene Segmentation	Jecia Z. Y. Mao; Francis X. Creighton; Russell H. Taylor; Manish Sahu	2026
Imagining Alternatives: Towards High-Resolution 3D Counterfactual Medical Image Generation via Language Guidance	Mohamed Mohamed; Brennan Nichyporuk; Douglas L. Arnold; Tal Arbel	2026
Pixels Under Pressure: Exploring Fine-Tuning Paradigms for Foundation Models in High-Resolution Medical Imaging	Zahra TehraniNasab; Amar Kumar; Tal Arbel	2026
DeepGPT-DILI: Integrating Graph Convolutional Networks and Large Language Model Embeddings for Accurate Drug-Induced Liver Injury Prediction	Minh Huu Nhat Le; Uyen Khoi Minh Huynh; Hong Xuan Ong; Phat K. Huynh; Minh-Toan Dinh; Han Hong Huynh; Hien Quang Kha; Phat Ky Nguyen; Xuan-Loc Huynh; An Thuy Vo; Thanh-Minh Nguyen; Thanh-Huy Nguyen; Quan Nguyen; Nguyen Quoc Khanh Le	2026
From Reports to Relations: Large Language Models for Knowledge Graph Extraction in Digital Pathology	Karthik Prathaban; Farhan Akram; Stefan Klein; Martijn P. A. Starmans	2026
3D Vision-Language Models with Segmentation-Guided Multimodal Data for Spinal MRI Report Generation	Hoda Helmy; Abdullah Hosseini; Ahmed Ibrahim; Asfand Baig-Mirza; Ahmed-Ramadan Sadek; Ahmed Serag	2026