Combining 3D Image and Tabular Data via the Dynamic Affine Feature Map Transform

13 July 2021

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Papers citing "Combining 3D Image and Tabular Data via the Dynamic Affine Feature Map Transform"

23 / 23 papers shown

Title
PHGNN: A Novel Prompted Hypergraph Neural Network to Diagnose Alzheimer's Disease Chenyu Liu Luca Rossi 94 0 0 18 Mar 2025
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification Siyi Du Xinzhe Luo D. O’Regan Chen Qin 123 0 0 08 Mar 2025
Automatic Prediction of Stroke Treatment Outcomes: Latest Advances and Perspectives Zeynel A. Samak Philip Clatworthy Majid Mirmehdi 137 2 0 06 Dec 2024
CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis Fuying Wang Feng Wu Yihan Tang Lequan Yu AI4TS 89 1 0 01 Nov 2024
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation Wenfang Yao Chen Liu Kejing Yin W. K. Cheung Jing Qin 65 2 0 23 Oct 2024
TabMixer: Noninvasive Estimation of the Mean Pulmonary Artery Pressure via Imaging and Tabular Data Mixing Michal K. Grzeszczyk Przemysław Korzeniowski S. Alabed Andrew J Swift Tomasz Trzciñski Arkadiusz Sitek 58 0 0 11 Sep 2024
A Progressive Single-Modality to Multi-Modality Classification Framework for Alzheimer's Disease Sub-type Diagnosis Yuxiao Liu Mianxin Liu Yuanwang Zhang Kaicong Sun Dinggang Shen 56 4 0 26 Jul 2024
TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data Siyi Du Shaoming Zheng Yinsong Wang Wenjia Bai D. O’Regan Chen Qin LMTD 97 5 0 10 Jul 2024
DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency Wenfang Yao Kejing Yin William K. Cheung Jia Liu Jing Qin MedIm 69 20 0 10 Mar 2024
Review of multimodal machine learning approaches in healthcare "Felix H. Krones Umar Marikkar Guy Parsons Adam Szmul Adam Mahdi 122 32 0 04 Feb 2024
Dynamic Multimodal Information Bottleneck for Multimodality Classification Yingying Fang Shuang Wu Sheng Zhang Chao Huang Tieyong Zeng Xiaodan Xing Simon Walsh Guang Yang 65 9 0 02 Nov 2023
Visual-Attribute Prompt Learning for Progressive Mild Cognitive Impairment Prediction Luoyao Kang Haifan Gong Xiang Wan Haofeng Li 81 7 0 22 Oct 2023
RegBN: Batch Normalization of Multimodal Data with Regularization Morteza Ghahremani Christian Wachinger 97 7 0 01 Oct 2023
GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data Sascha Marton Stefan Lüdtke Christian Bartelt Heiner Stuckenschmidt LMTD 62 6 0 29 Sep 2023
Multimodal Contrastive Learning and Tabular Attention for Automated Alzheimer's Disease Prediction Weichen Huang 66 13 0 29 Aug 2023
Treatment Outcome Prediction for Intracerebral Hemorrhage via Generative Prognostic Model with Imaging and Tabular Data Wenao Ma Cheng Chen J. Abrigo C. Mak Yuqi Gong Nga Yan Chan Chu Han Zaiyi Liu Qi Dou 117 7 0 24 Jul 2023
Medical Diagnosis with Large Scale Multimodal Transformers: Leveraging Diverse Data for More Accurate Diagnosis Firas Khader Gustav Mueller-Franzes Tian Wang T. Han Soroosh Tayebi Arasteh ... Keno Bressem Christiane Kuhl S. Nebelung Jakob Nikolas Kather Daniel Truhn 32 6 0 18 Dec 2022
MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images Nasir Hayat Krzysztof J. Geras Farah E. Shamout MedIm 80 44 0 14 Jul 2022
Deep Multi-modal Fusion of Image and Non-image Data in Disease Diagnosis and Prognosis: A Review C. Cui Haichun Yang Yaohong Wang Shilin Zhao Zuhayr Asad Lori A. Coburn K. Wilson Bennett A. Landman Yuankai Huo 123 103 0 25 Mar 2022
Survival Analysis for Idiopathic Pulmonary Fibrosis using CT Images and Incomplete Clinical Data Ahmed H. Shahin Joseph Jacob Daniel C. Alexander D. Barber 47 6 0 21 Mar 2022
A multi-stream convolutional neural network for classification of progressive MCI in Alzheimer's disease using structural MRI images Mona Ashtari-Majlan Abbas Seifi Mohammad Mahdi Dehshibi 32 48 0 03 Mar 2022
Deep Neural Networks and Tabular Data: A Survey V. Borisov Tobias Leemann Kathrin Seßler Johannes Haug Martin Pawelczyk Gjergji Kasneci LMTD 150 706 0 05 Oct 2021
Contrastive Counterfactual Visual Explanations With Overdetermination Adam White K. Ngan James Phelan Saman Sadeghi Afgeh Kevin Ryan C. Reyes-Aldasoro Artur Garcez 53 8 0 28 Jun 2021