MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images

14 July 2022

Papers citing "MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images"

24 / 24 papers shown

Title
Retrieval-augmented in-context learning for multimodal large language models in disease classification Zaifu Zhan Shuang Zhou Xiaoshan Zhou Yongkang Xiao Jun Wang Jiawen Deng He Zhu Yu Hou Rui Zhang 46 0 0 04 May 2025
Interpretable Hybrid-Rule Temporal Point Processes Yunyang Cao Juekai Lin Hongye Wang Wenhao Li Bo Jin AI4TS 36 0 0 15 Apr 2025
Neutralizing the Narrative: AI-Powered Debiasing of Online News Articles Chen Wei Kuo Kevin Chu Nouar Aldahoul Hazem Ibrahim Talal Rahwan Yasir Zaki SyDa 54 0 0 04 Apr 2025
MIND: Modality-Informed Knowledge Distillation Framework for Multimodal Clinical Prediction Tasks Alejandro Guerra-Manzanares Farah E. Shamout 59 0 0 03 Feb 2025
Deep Learning-Based Noninvasive Screening of Type 2 Diabetes with Chest X-ray Images and Electronic Health Records Sanjana Gundapaneni Zhuo Zhi Miguel R. D. Rodrigues 80 0 0 14 Dec 2024
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation Wenfang Yao Chen Liu Kejing Yin W. K. Cheung Jing Qin 26 1 0 23 Oct 2024
RespLLM: Unifying Audio and Text with Multimodal LLMs for Generalized Respiratory Health Prediction Yuwei Zhang Tong Xia Aaqib Saeed Cecilia Mascolo LM&MA 34 3 0 07 Oct 2024
Towards Predicting Temporal Changes in a Patient's Chest X-ray Images based on Electronic Health Records Daeun Kyung J. Kim Tackeun Kim E. Choi MedIm DiffM 41 1 0 11 Sep 2024
Towards Holistic Disease Risk Prediction using Small Language Models Liv Bjorkdahl Oskar Pauli Johan Ostman Chiara Ceccobello Sara Lundell Magnus Kjellberg LM&MA 42 0 0 13 Aug 2024
A Systematic Review of Intermediate Fusion in Multimodal Deep Learning for Biomedical Applications V. Guarrasi Fatih Aksu Camillo Maria Caruso Francesco Di Feola Aurora Rofena Filippo Ruffini Paolo Soda OffRL MedIm AI4CE 20 12 0 02 Aug 2024
Multi-modal Masked Siamese Network Improves Chest X-Ray Representation Learning Saeed Shurrab Alejandro Guerra-Manzanares Farah E. Shamout 31 1 0 05 Jul 2024
Towards Precision Healthcare: Robust Fusion of Time Series and Image Data Ali Rasekh Reza Heidari Amir Hosein Haji Mohammad Rezaie Parsa Sharifi Sedeh Zahra Ahmadi Prasenjit Mitra Wolfgang Nejdl AI4TS 26 2 0 24 May 2024
Borrowing Treasures from Neighbors: In-Context Learning for Multimodal Learning with Missing Modalities and Data Scarcity Zhuo Zhi Ziquan Liu M. Elbadawi Adam Daneshmend Mine Orlu Abdul Basit Andreas Demosthenous Miguel R. D. Rodrigues 34 2 0 14 Mar 2024
Beyond Images: An Integrative Multi-modal Approach to Chest X-Ray Report Generation Nurbanu Aksoy Serge Sharoff Selçuk Başer Nishant Ravikumar Alejandro F Frangi MedIm 19 4 0 18 Nov 2023
Informative Priors Improve the Reliability of Multimodal Clinical Data Classification L. J. L. Lopez Tim G. J. Rudner Karan Singhal 39 3 0 17 Nov 2023
Few-shot Learning using Data Augmentation and Time-Frequency Transformation for Time Series Classification Hao Zhang Zhendong Pang Jiangpeng Wang Teng Li 18 3 0 06 Nov 2023
One-Versus-Others Attention: Scalable Multimodal Integration for Clinical Data Michal Golovanevsky Eva Schiller Akira Nair Ritambhara Singh Carsten Eickhoff 16 2 0 11 Jul 2023
LANISTR: Multimodal Learning from Structured and Unstructured Data Sayna Ebrahimi Sercan Ö. Arik Yihe Dong Tomas Pfister 20 4 0 26 May 2023
Learning Missing Modal Electronic Health Records with Unified Multi-modal Data Embedding and Modality-Aware Attention Kwanhyung Lee Soojeong Lee Sangchul Hahn Heejung Hyun E. Choi Byungeun Ahn Joohyung Lee 49 15 0 04 May 2023
Multimodal Representation Learning of Cardiovascular Magnetic Resonance Imaging Jielin Qiu Peide Huang Makiya Nakashima Jae-Hyeok Lee Jiacheng Zhu ... Byung-Hak Kim Debbie Kwon Douglas Weber Ding Zhao David Chen SSL 19 5 0 16 Apr 2023
MIRACLE: Causally-Aware Imputation via Learning Missing Data Mechanisms Trent Kyono Yao Zhang Alexis Bellot M. Schaar CML 47 61 0 04 Nov 2021
Multi-Label Generalized Zero Shot Learning for the Classification of Disease in Chest Radiographs Nasir Hayat Hazem Lashen Farah E. Shamout 57 21 0 14 Jul 2021
Synthesizing the Unseen for Zero-shot Object Detection Nasir Hayat Munawar Hayat Shafin Rahman Salman Khan Syed Waqas Zamir F. Khan VLM ObjD 181 57 0 19 Oct 2020
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 295 10,618 0 19 Feb 2017