医学 AI - arXivDaily 专题

2303.17579 2023-05-04 cs.CL cs.AI cs.CV 57%

Multimodal Image-Text Matching Improves Retrieval-based Chest X-Ray Report Generation

Jaehwan Jeong, Katherine Tian, Andrew Li, Sina Hartung, Fardad Behzadi, Juan Calle, David Osayande, Michael Pohlen, Subathra Adithan, Pranav Rajpurkar

专题命中医疗多模态：radiology(abstract)；分类 cs.CV

Journal ref Medical Imaging with Deep Learning 2023

2304.07675 2023-04-18 cs.CV 57%

Multimodal Representation Learning of Cardiovascular Magnetic Resonance Imaging

Jielin Qiu, Peide Huang, Makiya Nakashima, Jaehyun Lee, Jiacheng Zhu, Wilson Tang, Pohao Chen, Christopher Nguyen, Byung-Hak Kim, Debbie Kwon, Douglas Weber, Ding Zhao, David Chen

专题命中医疗多模态：diagnosis(abstract)；分类 cs.CV

Comments 24 pages

2304.07465 2023-04-18 cs.CV 57%

MvCo-DoT:Multi-View Contrastive Domain Transfer Network for Medical Report Generation

Ruizhi Wang, Xiangtao Wang, Zhenghua Xu, Wenting Xu, Junyang Chen, Thomas Lukasiewicz

专题命中医疗多模态：medical image(abstract)；分类 cs.CV

Comments Received by the ICASSP2023

2302.05894 2023-04-06 cs.LG 57%

Neural Architecture Search with Multimodal Fusion Methods for Diagnosing Dementia

Michail Chatzianastasis, Loukas Ilias, Dimitris Askounis, Michalis Vazirgiannis

专题命中医疗多模态：diagnosis(abstract)；分类 cs.LG

Comments Accepted at ICASSP 2023

2303.11258 2023-03-21 eess.IV 57%

Bronchoscopic video synchronization for interactive multimodal inspection of bronchial lesions

Qi Chang, Patrick D. Byrnes, Danish Ahmad, Jennifer Toth, Rebecca Bascom, William E. Higgins

专题命中医疗多模态：CT(abstract)；分类 eess.IV

2201.03597 2023-03-21 cs.CV 57%

Cross-Modality Sub-Image Retrieval using Contrastive Multimodal Image Representations

Eva Breznik, Elisabeth Wetzer, Joakim Lindblad, Nataša Sladoje

专题命中医疗多模态：diagnosis(abstract)；分类 cs.CV

2303.09956 2023-03-20 cs.CV cs.AI 57%

GNNFormer: A Graph-based Framework for Cytopathology Report Generation

Yang-Fan Zhou, Kai-Lang Yao, Wu-Jun Li

专题命中医疗多模态：pathology(abstract)；分类 cs.CV

Comments 12 pages, 6 figures

2302.13069 2023-02-28 cs.CV cs.AI 57%

Medical visual question answering using joint self-supervised learning

Yuan Zhou, Jing Mei, Yiqin Yu, Tanveer Syeda-Mahmood

专题命中医疗多模态：medical image(abstract)；分类 cs.CV

2211.13594 2022-11-28 cs.CV cs.AI 57%

Self-supervised vision-language pretraining for Medical visual question answering

Pengfei Li, Gang Liu, Lin Tan, Jinying Liao, Shenjun Zhong

专题命中医疗多模态：medical image(abstract)；分类 cs.CV

Comments 5 pages, 3 figures

2202.12998 2022-09-28 cs.LG cs.AI cs.CY 57%

Integrated multimodal artificial intelligence framework for healthcare applications

Luis R. Soenksen, Yu Ma, Cynthia Zeng, Leonard D. J. Boussioux, Kimberly Villalobos Carballo, Liangyuan Na, Holly M. Wiberg, Michael L. Li, Ignacio Fuentes, Dimitris Bertsimas

专题命中医疗多模态：pathology(abstract)；分类 cs.LG

Journal ref Nature npj Digital Medicine, 2022

2208.10358 2022-08-23 cs.CV 57%

A Medical Semantic-Assisted Transformer for Radiographic Report Generation

Zhanyu Wang, Mingkang Tang, Lei Wang, Xiu Li, Luping Zhou

专题命中医疗多模态：medical image(abstract)；分类 cs.CV

Comments MICCAI 2022

2206.01988 2022-06-07 cs.CV 57%

Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation

Mingjie Li, Wenjia Cai, Karin Verspoor, Shirui Pan, Xiaodan Liang, Xiaojun Chang

专题命中医疗多模态：biomedical(abstract)；分类 cs.CV

Comments CVPR 2022 (Poster)

2204.04777 2022-04-12 cs.LG 57%

Multimodal Machine Learning in Precision Health

Adrienne Kline, Hanyin Wang, Yikuan Li, Saya Dennis, Meghan Hutch, Zhenxing Xu, Fei Wang, Feixiong Cheng, Yuan Luo

专题命中医疗多模态：diagnosis(abstract)；分类 cs.LG

2202.07423 2022-02-16 stat.ML cs.LG 57%

DeepPAMM: Deep Piecewise Exponential Additive Mixed Models for Complex Hazard Structures in Survival Analysis

Philipp Kopper, Simon Wiegrebe, Bernd Bischl, Andreas Bender, David Rügamer

专题命中医疗多模态：biomedical(abstract)；分类 cs.LG

Comments 13 pages, 2 figures, This work has been accepted by the 26th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD2022)

2112.09467 2021-12-20 cs.CL cs.LG 57%

A Multimodal Approach for Automatic Mania Assessment in Bipolar Disorder

Pınar Baki

专题命中医疗多模态：diagnosis(abstract)；分类 cs.LG

2111.08456 2021-11-17 cs.LG cs.AI 57%

Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions

Huan Ma, Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou, Qinghua Hu

专题命中医疗多模态：CT(abstract)；分类 cs.LG

Comments Accepted to NeurIPS 2021

2102.02340 2021-10-07 cs.LG cs.AI cs.CL 57%

MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records

Zhen Xu, David R. So, Andrew M. Dai

专题命中医疗多模态：diagnosis(abstract)；分类 cs.LG

Comments Accepted for publication at the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21)

2106.06471 2021-06-14 cs.CL cs.CV cs.IR 57%

Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation

Xingyi Yang, Muchao Ye, Quanzeng You, Fenglong Ma

专题命中医疗多模态：medical image(abstract)；分类 cs.CV

Comments Accepted by ACL 2021, Camera-ready version

2103.05964 2021-05-10 math.NA cs.CV cs.NA 57%

Oversampling errors in multimodal medical imaging are due to the Gibbs effect

Davide Poggiali, Diego Cecchin, Cristina Campi, Stefano De Marchi

专题命中医疗多模态：medical image(abstract)；分类 cs.CV

2105.00310 2021-05-04 cs.CV 57%

MARL: Multimodal Attentional Representation Learning for Disease Prediction

Ali Hamdi, Amr Aboeleneen, Khaled Shaban

专题命中医疗多模态：CT(abstract)；分类 cs.CV

Comments 8 pages, submitted to IEEE-FUZZ'2021

2011.06214 2020-11-13 cs.CV 57%

Unimodal Cyclic Regularization for Training Multimodal Image Registration Networks

Zhe Xu, Jiangpeng Yan, Jie Luo, William Wells, Xiu Li, Jayender Jagadeesan

专题命中医疗多模态：CT(abstract)；分类 cs.CV

Comments 5 pages, 5 figures

2009.05651 2020-10-07 cs.AI cs.LG 57%

Multimodal Depression Severity Prediction from medical bio-markers using Machine Learning Tools and Technologies

Shivani Shimpi, Shyam Thombre, Snehal Reddy, Ritik Sharma, Srijan Singh

专题命中医疗多模态：diagnosis(abstract)；分类 cs.LG

Comments The paper content has one major problem in a section that is needs more attention and some work, and is agreed by all authors. The change is necessary in terms of correctness and completeness of the paper. Hence, requesting for the withdrawal to allow for the changes

2008.06294 2020-08-17 cs.LG stat.ML 57%

A Dynamic Deep Neural Network For Multimodal Clinical Data Analysis

Maria Hügle, Gabriel Kalweit, Thomas Huegle, Joschka Boedecker

专题命中医疗多模态：diagnosis(abstract)；分类 cs.LG

Comments Accepted at the AAAI 2020 International Workshop on Health Intelligence

2006.10347 2020-06-19 cs.CV 57%

Automated Radiological Report Generation For Chest X-Rays With Weakly-Supervised End-to-End Deep Learning

Shuai Zhang, Xiaoyan Xin, Yang Wang, Yachong Guo, Qiuqiao Hao, Xianfeng Yang, Jun Wang, Jian Zhang, Bing Zhang, Wei Wang

专题命中医疗多模态：diagnosis(abstract)；分类 cs.CV

2004.11702 2020-04-27 eess.IV cs.GR 57%

Multimodal Medical Volume Colorization from 2D Style

Aradhya Neeraj Mathur, Apoorv Khattar, Ojaswa Sharma

专题命中医疗多模态：MRI(abstract)；分类 eess.IV

1911.08854 2019-11-21 cs.CV cs.MM 57%

The dynamics of the stomatognathic system from 4D multimodal data

Agnieszka A. Tomaka, Leszek Luchowski, Dariusz Pojda, Michał Tarnawski, Krzysztof Domino

专题命中医疗多模态：biomedical(abstract)；分类 cs.CV

Comments Chapter 3 in A.Gadomski (ed.): Multiscale Locomotion: Its Active-Matter Addressing Physical Principles; UTP University of Science & Technology

1803.00951 2018-04-04 cs.CV 57%

Multimodal Registration of Retinal Images Using Domain-Specific Landmarks and Vessel Enhancement

Álvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega

专题命中医疗多模态：diagnosis(abstract)；分类 cs.CV

1703.10902 2017-04-03 cs.CV 57%

Fast Predictive Multimodal Image Registration

Xiao Yang, Roland Kwitt, Martin Styner, Marc Niethammer

专题命中医疗多模态：MRI(abstract)；分类 cs.CV

Comments Accepted as a conference paper for ISBI 2017

1311.6425 2013-11-26 math.OC cs.LG stat.ML 57%

Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching

Marcelo Fiori, Pablo Sprechmann, Joshua Vogelstein, Pablo Musé, Guillermo Sapiro

专题命中医疗多模态：biomedical(abstract)；分类 cs.LG

Comments NIPS 2013

2506.05441 2025-06-09 eess.IV cs.CV cs.LG 56%

Deep histological synthesis from mass spectrometry imaging for multimodal registration

Kimberley M. Bird, Xujiong Ye, Alan M. Race, James M. Brown

机构 * University of Lincoln（林肯大学）； University of Exeter（埃克塞特大学）； AstraZeneca Computational Pathology GmbH（阿斯利康计算病理学 GmbH）

专题命中医疗多模态：分类 cs.CV、cs.LG、eess.IV；medical image(comments)

Comments Medical Image Understanding and Analysis (MIUA) 2025 Extended Abstract Submission

1. 医疗多模态 975 篇

Multimodal Image-Text Matching Improves Retrieval-based Chest X-Ray Report Generation

Multimodal Representation Learning of Cardiovascular Magnetic Resonance Imaging

MvCo-DoT:Multi-View Contrastive Domain Transfer Network for Medical Report Generation

Neural Architecture Search with Multimodal Fusion Methods for Diagnosing Dementia

Bronchoscopic video synchronization for interactive multimodal inspection of bronchial lesions

Cross-Modality Sub-Image Retrieval using Contrastive Multimodal Image Representations

GNNFormer: A Graph-based Framework for Cytopathology Report Generation

Medical visual question answering using joint self-supervised learning

Self-supervised vision-language pretraining for Medical visual question answering

Integrated multimodal artificial intelligence framework for healthcare applications

A Medical Semantic-Assisted Transformer for Radiographic Report Generation

Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation

Multimodal Machine Learning in Precision Health

DeepPAMM: Deep Piecewise Exponential Additive Mixed Models for Complex Hazard Structures in Survival Analysis

A Multimodal Approach for Automatic Mania Assessment in Bipolar Disorder

Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions

MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records

Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation

Oversampling errors in multimodal medical imaging are due to the Gibbs effect

MARL: Multimodal Attentional Representation Learning for Disease Prediction

Unimodal Cyclic Regularization for Training Multimodal Image Registration Networks

Multimodal Depression Severity Prediction from medical bio-markers using Machine Learning Tools and Technologies

A Dynamic Deep Neural Network For Multimodal Clinical Data Analysis

Automated Radiological Report Generation For Chest X-Rays With Weakly-Supervised End-to-End Deep Learning

Multimodal Medical Volume Colorization from 2D Style

The dynamics of the stomatognathic system from 4D multimodal data

Multimodal Registration of Retinal Images Using Domain-Specific Landmarks and Vessel Enhancement

Fast Predictive Multimodal Image Registration

Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching

Deep histological synthesis from mass spectrometry imaging for multimodal registration