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EMERGING LLM/LMM APPLICATIONS IN MEDICAL IMAGING, ELAMI 2025

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Papers14
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Journal Papers 14
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GMAT: Grounded Multi-agent Clinical Description Generation for Text Encoder in Vision-Language MIL for Whole Slide Image Classification
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 Volumes
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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
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deleteTehraniNasab, Zahra; Kumar, Amar; Arbel, Tal
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REMix: Refinement-Enhanced Visual-Textual Mixing for Lesion Segmentation
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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 Generation
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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
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PREAI
deletePrathaban, Karthik; Akram, Farhan; Klein, Stefan; Starmans, Martijn P. A.
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SCOPE: Speech-Guided COllaborative PErception Framework for Surgical Scene Segmentation
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
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PREAI
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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PREAI
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
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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
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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
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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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delete2026-01-01
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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 Prediction
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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