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EMERGING LLM/LMM APPLICATIONS IN MEDICAL IMAGING, ELAMI 2025

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论文数14
被引数
期刊论文 14
发表时间
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GMAT: Grounded Multi-agent Clinical Description Generation for Text Encoder in Vision-Language MIL for Whole Slide Image ClassificationGMAT：面向文本编码器的视觉-语言多实例学习中的基于地面的多智能体临床描述生成用于全切片图像分类
deleteEMERGING LLM/LMM APPLICATIONS IN MEDICAL IMAGING, ELAMI 2025
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delete2026-01-01
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PREAI
deleteNgoc Bui Lam Quang; Nam Le Nguyen Binh; Thanh-Huy Nguyen; Le Thien Phuc Nguyen; Quan Nguyen; Bagci, Ulas
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SIGMA: Auto-Regressive VLM for Automated Radiology Report Generation from Longitudinal 3D CT VolumesSIGMA：基于纵向3D CT体积的放射学报告自动生成的自回归VLM
deleteEMERGING LLM/LMM APPLICATIONS IN MEDICAL IMAGING, ELAMI 2025
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deleteNguyen, Khang C.; Wang, Cheng; Shi, Zong X.; Heng, Yue; Qi, Chuan Y.; Oda, Masahiro; Mori, Kensaku
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Pixels Under Pressure: Exploring Fine-Tuning Paradigms for Foundation Models in High-Resolution Medical Imaging像素在压力下：探索高分辨率医学影像中基础模型微调范式
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deleteTehraniNasab, Zahra; Kumar, Amar; Arbel, Tal
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REMix: Refinement-Enhanced Visual-Textual Mixing for Lesion SegmentationREMix：基于精化增强的视觉-文本混合方法用于病灶分割
deleteEMERGING LLM/LMM APPLICATIONS IN MEDICAL IMAGING, ELAMI 2025
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deleteHwang, Soojin; Sim, Jaeyoon; Kim, Won Hwa
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SCOPE: Label Extraction of Stroke Diagnosis from Unstructured Medical Reports Using Retrieval-Augmented GenerationSCOPE: 从非结构化医学报告中提取卒中诊断标签，使用检索增强生成
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deleteAktar, Mumu; Jindal, Gunjan; Bosshart, Salome Lou; Stebner, Alexander; Paiva, Pedro; Bento, Mariana; Ospel, Johanna; Souza, Roberto
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From Reports to Relations: Large Language Models for Knowledge Graph Extraction in Digital Pathology从报告到关系：数字病理学中知识图谱提取的大语言模型
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deletePrathaban, Karthik; Akram, Farhan; Klein, Stefan; Starmans, Martijn P. A.
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SCOPE: Speech-Guided COllaborative PErception Framework for Surgical Scene Segmentation语音引导的协作感知框架用于手术场景分割
deleteEMERGING LLM/LMM APPLICATIONS IN MEDICAL IMAGING, ELAMI 2025
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deleteMao, Jecia Z. Y.; Creighton, Francis X.; Taylor, Russell H.; Sahu, Manish
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Specialised or Generic? Tokenization Choices for Radiology Language Models专用还是通用？放射学语言模型的标记化选择
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deleteWarr, Hermione; Xu, Wentian; Anthony, Harry; Ibrahim, Yasin; McGowan, Daniel R.; Kamnitsas, Konstantinos
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3D Vision-Language Models with Segmentation-Guided Multimodal Data for Spinal MRI Report Generation
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deleteHelmy, Hoda; Hosseini, Abdullah; Ibrahim, Ahmed; Baig-Mirza, Asfand; Sadek, Ahmed-Ramadan; Serag, Ahmed
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Imagining Alternatives: Towards High-Resolution 3D Counterfactual Medical Image Generation via Language Guidance想象替代方案：通过语言引导实现高分辨率3D反事实医学图像生成
deleteEMERGING LLM/LMM APPLICATIONS IN MEDICAL IMAGING, ELAMI 2025
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deleteMohamed, Mohamed; Nichyporuk, Brennan; Arnold, Douglas L.; Arbel, Tal
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An LLM-Based Active Assistant and Smart Manual for CT Imaging Workflows基于LLM的主动助手和CT成像工作流程智能手册
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deleteMamaghani, Zeinab Aliakbari; Vorberg, Linda; Maier, Andreas; Katzmann, Alexander; Taubmann, Oliver
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NeuroReport-MS: Multi-scale Agentic AI for Automated Clinical Report Generation in Multiple Sclerosis神经报告-MS：多尺度智能体AI在多发性硬化症自动化临床报告生成中的应用
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deleteBelghiti, Khaoula Alaoui; Zekaoui, Nour Eddine; Mikram, Mounia; Rhanoui, Maryem
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Mind the Evaluation Gap: Large Language Models for Structured Data Extraction from Radiology Reports
deleteEMERGING LLM/LMM APPLICATIONS IN MEDICAL IMAGING, ELAMI 2025
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deleteSabour, Amirhossein; Chu, Kailin; Dehaghani, Mehrdad Eshraghi; Moradi, Mehdi
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DeepGPT-DILI: Integrating Graph Convolutional Networks and Large Language Model Embeddings for Accurate Drug-Induced Liver Injury PredictionDeepGPT-DILI：整合图卷积网络和大型语言模型嵌入实现准确药物诱导性肝损伤预测
deleteEMERGING LLM/LMM APPLICATIONS IN MEDICAL IMAGING, ELAMI 2025
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deleteMinh Huu Nhat Le; Uyen Khoi Minh Huynh; Hong Xuan Ong; Huynh, Phat K.; 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
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