A Transformer-based representation-learning model with unified processing of multimodal input for clinical diagnostics

1 June 2023

Papers citing "A Transformer-based representation-learning model with unified processing of multimodal input for clinical diagnostics"

27 / 27 papers shown

Title
BioVFM-21M: Benchmarking and Scaling Self-Supervised Vision Foundation Models for Biomedical Image Analysis Jiarun Liu Hong-Yu Zhou Weijian Huang Hao Yang Dongning Song Tao Tan Yong Liang Shanshan Wang MedIm 4 0 0 14 May 2025
Insulin Resistance Prediction From Wearables and Routine Blood Biomarkers Ahmed A. Metwally A. Heydari Daniel J. McDuff Alexandru Solot Zeinab Esmaeilpour ... David B. Savage C. Heneghan Shwetak N. Patel Cathy Speed Javier L. Prieto 20 1 0 30 Apr 2025
HoloDx: Knowledge- and Data-Driven Multimodal Diagnosis of Alzheimer's Disease Qiuhui Chen Jintao Wang Gang Wang Yi Hong 42 0 0 27 Apr 2025
Semi-KAN: KAN Provides an Effective Representation for Semi-Supervised Learning in Medical Image Segmentation Zanting Ye Xiaolong Niu Xuanbin Wu Wenxiang Yi Yuan Chang Lijun Lu 43 0 0 19 Mar 2025
A Survey for Large Language Models in Biomedicine Chong Wang Mengyao Li Junjun He Zhongruo Wang Erfan Darzi ... Yi Yu Pietro Liò Tianyun Wang Yu Guang Wang Yiqing Shen LM&MA 34 9 0 29 Aug 2024
Large-vocabulary forensic pathological analyses via prototypical cross-modal contrastive learning Chen Shen Chunfeng Lian Wanqing Zhang Fan Wang Jianhua Zhang ... Hongshu Mu Hao Wu Xinggong Liang Jianhua Ma Zhenyuan Wang 34 0 0 20 Jul 2024
Multimodal Data Integration for Precision Oncology: Challenges and Future Directions Huajun Zhou Fengtao Zhou Chenyu Zhao Yingxue Xu Luyang Luo Hao Chen 30 5 0 28 Jun 2024
DocParseNet: Advanced Semantic Segmentation and OCR Embeddings for Efficient Scanned Document Annotation Ahmad Mohammadshirazi Ali Nosrati Firoozsalari Mengxi Zhou Dheeraj Kulshrestha R. Ramnath 26 0 0 25 Jun 2024
FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction Muhao Xu Zhenfeng Zhu Youru Li Shuai Zheng Yawei Zhao Kunlun He Yao Zhao 33 0 0 17 Jun 2024
Opportunities in deep learning methods development for computational biology Alex J. Lee Reza Abbasi-Asl AI4CE 27 0 0 12 Jun 2024
Stock Movement Prediction with Multimodal Stable Fusion via Gated Cross-Attention Mechanism Chang Zong Jian Shao Weiming Lu Yueting Zhuang 38 2 0 06 Jun 2024
Multimodal Variational Autoencoder for Low-cost Cardiac Hemodynamics Instability Detection M. N. I. Suvon P. C. Tripathi Wenrui Fan Shuo Zhou Xianyuan Liu S. Alabed V. Osmani Andrew J Swift Chen Chen Haiping Lu 18 1 0 20 Mar 2024
Emergency Department Decision Support using Clinical Pseudo-notes Simon A. Lee Sujay Jain Alex Chen Kyoka Ono Jennifer Fang Á. Rudas Jeffrey N. Chiang 19 8 0 31 Jan 2024
Less Could Be Better: Parameter-efficient Fine-tuning Advances Medical Vision Foundation Models Chenyu Lian Hong-Yu Zhou Yizhou Yu Liansheng Wang MedIm 35 6 0 22 Jan 2024
Adaptive Betweenness Clustering for Semi-Supervised Domain Adaptation Jichang Li Guanbin Li Yizhou Yu 41 12 0 21 Jan 2024
Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification Nathan Painchaud P. Courand Pierre-Marc Jodoin Nicolas Duchateau Olivier Bernard 34 2 0 15 Jan 2024
Enhancing Representation in Medical Vision-Language Foundation Models via Multi-Scale Information Extraction Techniques Weijian Huang Cheng Li Hong-Yu Zhou Jiarun Liu Hao Yang Yong Liang Guangming Shi Hairong Zheng Shanshan Wang 19 2 0 03 Jan 2024
Multimodal self-supervised learning for lesion localization Hao Yang Hong-Yu Zhou Cheng Li Weijian Huang Jiarun Liu Yong Liang Shanshan Wang SSL 22 3 0 03 Jan 2024
AliFuse: Aligning and Fusing Multi-modal Medical Data for Computer-Aided Diagnosis Qiuhui Chen Yi Hong MedIm 15 1 0 02 Jan 2024
Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorative Study in Emergency Care Nils Strodthoff Juan Miguel Lopez Alcaraz Wilhelm Haverkamp 16 0 0 18 Dec 2023
Can Physician Judgment Enhance Model Trustworthiness? A Case Study on Predicting Pathological Lymph Nodes in Rectal Cancer Kazuma Kobayashi Yasuyuki Takamizawa M. Miyake Sono Ito Lin Gu Tatsuya Nakatsuka Yu Akagi Tatsuya Harada Y. Kanemitsu Ryuji Hamamoto 25 2 0 15 Dec 2023
AI-driven emergence of frequency information non-uniform distribution via THz metasurface spectrum prediction Xiaohua Xing Yuqi Ren Die Zou Qiankun Zhang Bingxuan Mao Jianquan Yao Deyi Xiong Shuang Zhang Liang Wu 6 0 0 05 Dec 2023
Activate and Reject: Towards Safe Domain Generalization under Category Shift Chaoqi Chen Luyao Tang Leitian Tao Hong-Yu Zhou Yue Huang Xiaoguang Han Yizhou Yu OOD 15 10 0 07 Oct 2023
A Comprehensive Review of Generative AI in Healthcare Yasin Shokrollahi Sahar Yarmohammadtoosky Matthew M. Nikahd Pengfei Dong Xianqi Li Linxia Gu MedIm AI4CE 8 19 0 01 Oct 2023
Enhancing Representation in Radiography-Reports Foundation Model: A Granular Alignment Algorithm Using Masked Contrastive Learning Weijian Huang Cheng Li Hao Yang Jiarun Liu Shanshan Wang MedIm 19 19 0 12 Sep 2023
Adapting Machine Learning Diagnostic Models to New Populations Using a Small Amount of Data: Results from Clinical Neuroscience Rongguang Wang G. Erus Pratik Chaudhari Christos Davatzikos OOD 34 2 0 06 Aug 2023
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,150 0 16 Jan 2013