A review of deep learning-based information fusion techniques for
multimodal medical image classification

A review of deep learning-based information fusion techniques for multimodal medical image classification

23 April 2024

Mostafa EL HABIB DAHO

Pierre-Henri Conze

Rachid Zeghlache

Papers citing "A review of deep learning-based information fusion techniques for multimodal medical image classification"

12 / 12 papers shown

Title
MedM-VL: What Makes a Good Medical LVLM? Yiming Shi Shaoshuai Yang Xun Zhu Haoyu Wang Miao Li Ji Wu VLM 40 1 0 06 Apr 2025
Enhancing Multimodal Medical Image Classification using Cross-Graph Modal Contrastive Learning Jun-En Ding Chien-Chin Hsu Feng Liu Shuqiang Wang Feng Liu 28 0 0 23 Oct 2024
Neural Architecture Search with Multimodal Fusion Methods for Diagnosing Dementia Michail Chatzianastasis Loukas Ilias D. Askounis Michalis Vazirgiannis 21 3 0 12 Feb 2023
Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data Huy Hoang Nguyen Matthew B. Blaschko S. Saarakkala A. Tiulpin MedIm AI4CE 37 15 0 25 Oct 2022
Cascaded Multi-Modal Mixing Transformers for Alzheimer's Disease Classification with Incomplete Data Linfeng Liu Siyu Liu Lu Zhang X. To F. Nasrallah Shekhar S. Chandra MedIm 21 52 0 01 Oct 2022
OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics M. Prabhushankar Kiran Kokilepersaud Yash-yee Logan Stephanie Trejo Corona Ghassan AlRegib C. Wykoff 44 28 0 22 Sep 2022
Input Agnostic Deep Learning for Alzheimer's Disease Classification Using Multimodal MRI Images Aidana Massalimova H. A. Varol OOD MedIm 22 14 0 19 Jul 2021
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text Hassan Akbari Liangzhe Yuan Rui Qian Wei-Hong Chuang Shih-Fu Chang Yin Cui Boqing Gong ViT 231 573 0 22 Apr 2021
BM-NAS: Bilevel Multimodal Neural Architecture Search Yihang Yin Siyu Huang Xiang Zhang 27 27 0 19 Apr 2021
AI Choreographer: Music Conditioned 3D Dance Generation with AIST++ Ruilong Li Sha Yang David A. Ross Angjoo Kanazawa ViT 198 467 0 21 Jan 2021
MRI Tumor Segmentation with Densely Connected 3D CNN Lele Chen Yue Wu Adora M. DSouza A. Abidin A. Wismüller Chenliang Xu 23 119 0 18 Jan 2018
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 244 35,884 0 25 Aug 2016