医学 AI - arXivDaily 专题

2403.01802 2024-03-12 cs.CV 57%

TNF: Tri-branch Neural Fusion for Multimodal Medical Data Classification

Tong Zheng, Shusaku Sone, Yoshitaka Ushiku, Yuki Oba, Jiaxin Ma

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

2110.08021 2024-02-23 cs.LG cs.CL cs.MM 57%

StreaMulT: Streaming Multimodal Transformer for Heterogeneous and Arbitrary Long Sequential Data

Victor Pellegrain, Myriam Tami, Michel Batteux, Céline Hudelot

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

Comments 11 pages, 6 figures, 3 tables

2305.19894 2024-02-20 cs.CL cs.AI cs.CV 57%

Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias

Zhongwei Wan, Che Liu, Mi Zhang, Jie Fu, Benyou Wang, Sibo Cheng, Lei Ma, César Quilodrán-Casas, Rossella Arcucci

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

Comments NeurIPS 2023 Main track

2401.14250 2024-01-26 cs.CV 57%

JUMP: A joint multimodal registration pipeline for neuroimaging with minimal preprocessing

Adria Casamitjana, Juan Eugenio Iglesias, Raul Tudela, Aida Ninerola-Baizan, Roser Sala-Llonch

专题命中医疗多模态：MRI(abstract)；分类 cs.CV

2401.06777 2024-01-17 eess.IV cs.AI 57%

Multimodal Neuroimaging Attention-Based architecture for Cognitive Decline Prediction

Jamie Vo, Naeha Sharif, Ghulam Mubashar Hassan

专题命中医疗多模态：MRI(abstract)；分类 eess.IV

2310.01438 2023-12-25 cs.LG cs.AI 57%

Building Flexible, Scalable, and Machine Learning-ready Multimodal Oncology Datasets

Aakash Tripathi, Asim Waqas, Kavya Venkatesan, Yasin Yilmaz, Ghulam Rasool

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

2312.08998 2023-12-15 eess.AS cs.AI cs.SD eess.SP 57%

Design, construction and evaluation of emotional multimodal pathological speech database

Ting Zhu, Shufei Duan, Huizhi Liang, Wei Zhang

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

2312.03970 2023-12-08 cs.CV cs.AI cs.CE 57%

Improving Medical Report Generation with Adapter Tuning and Knowledge Enhancement in Vision-Language Foundation Models

Shibin Wu, Bang Yang, Zhiyu Ye, Haoqian Wang, Hairong Zheng, Tong Zhang

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

2310.00641 2023-11-21 cs.CV 57%

RegBN: Batch Normalization of Multimodal Data with Regularization

Morteza Ghahremani, Christian Wachinger

专题命中医疗多模态：MRI(abstract)；分类 cs.CV

Journal ref Conference on Neural Information Processing Systems (NeurIPS 2023)

2311.07608 2023-11-15 cs.LG cs.AI 57%

MuST: Multimodal Spatiotemporal Graph-Transformer for Hospital Readmission Prediction

Yan Miao, Lequan Yu

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

2311.05199 2023-11-10 cs.CV 57%

BrainNetDiff: Generative AI Empowers Brain Network Generation via Multimodal Diffusion Model

Yongcheng Zong, Shuqiang Wang

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

2310.17956 2023-11-02 cs.CV cs.AI cs.CL 57%

Qilin-Med-VL: Towards Chinese Large Vision-Language Model for General Healthcare

Junling Liu, Ziming Wang, Qichen Ye, Dading Chong, Peilin Zhou, Yining Hua

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

2310.19174 2023-10-31 cs.AI cs.CY cs.LG 57%

Predicting recovery following stroke: deep learning, multimodal data and feature selection using explainable AI

Adam White, Margarita Saranti, Artur d'Avila Garcez, Thomas M. H. Hope, Cathy J. Price, Howard Bowman

专题命中医疗多模态：MRI(abstract)；分类 cs.LG

2310.05881 2023-10-10 cs.CV cs.CL 57%

Controllable Chest X-Ray Report Generation from Longitudinal Representations

Francesco Dalla Serra, Chaoyang Wang, Fani Deligianni, Jeffrey Dalton, Alison Q O'Neil

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

Comments Accepted to the Findings of EMNLP 2023

2310.05355 2023-10-10 cs.CV 57%

C^2M-DoT: Cross-modal consistent multi-view medical report generation with domain transfer network

Ruizhi Wang, Xiangtao Wang, Jie Zhou, Thomas Lukasiewicz, Zhenghua Xu

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

2309.08613 2023-09-19 cs.IR cs.AI cs.CL cs.LG 57%

Multimodal Recommender Systems in the Prediction of Disease Comorbidity

Aashish Cheruvu

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

Comments 2022 Fourth International Conference on Transdisciplinary AI (TransAI)

Journal ref Fourth International Conference on Transdisciplinary AI (TransAI), Laguna Hills, CA, USA, 2022, pp. 79-82

2308.04091 2023-09-19 cs.CV 57%

From Unimodal to Multimodal: improving sEMG-Based Pattern Recognition via deep generative models

Wentao Wei, Linyan Ren

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

2306.06494 2023-08-25 cs.CV cs.AI 57%

Multi-modal Pre-training for Medical Vision-language Understanding and Generation: An Empirical Study with A New Benchmark

Li Xu, Bo Liu, Ameer Hamza Khan, Lu Fan, Xiao-Ming Wu

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

Comments Published as oral paper in CHIL 2023

2307.15189 2023-07-31 cs.CV cs.AI 57%

Med-Flamingo: a Multimodal Medical Few-shot Learner

Michael Moor, Qian Huang, Shirley Wu, Michihiro Yasunaga, Cyril Zakka, Yash Dalmia, Eduardo Pontes Reis, Pranav Rajpurkar, Jure Leskovec

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

Comments Preprint

2307.05314 2023-07-12 cs.CV cs.AI 57%

Masked Vision and Language Pre-training with Unimodal and Multimodal Contrastive Losses for Medical Visual Question Answering

Pengfei Li, Gang Liu, Jinlong He, Zixu Zhao, Shenjun Zhong

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

Comments accepted by MICCAI2023

2307.02489 2023-07-07 cs.CV cs.AI 57%

Visual Question Answering (VQA) on Images with Superimposed Text

Venkat Kodali, Daniel Berleant

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

Comments To appear in: Proc. of the Future Technologies Conference (FTC) 2023, Nov. 2-3, San Francisco, pub. by Springer Nature

2306.05642 2023-06-12 cs.CV cs.AI cs.CL cs.IR 57%

Customizing General-Purpose Foundation Models for Medical Report Generation

Bang Yang, Asif Raza, Yuexian Zou, Tong Zhang

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

Comments 14 pages, 3 figures

2304.01611 2023-06-06 cs.CV cs.AI 57%

Q2ATransformer: Improving Medical VQA via an Answer Querying Decoder

Yunyi Liu, Zhanyu Wang, Dong Xu, Luping Zhou

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

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

1. 医疗多模态 966 篇

TNF: Tri-branch Neural Fusion for Multimodal Medical Data Classification

StreaMulT: Streaming Multimodal Transformer for Heterogeneous and Arbitrary Long Sequential Data

Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias

JUMP: A joint multimodal registration pipeline for neuroimaging with minimal preprocessing

Multimodal Neuroimaging Attention-Based architecture for Cognitive Decline Prediction

Building Flexible, Scalable, and Machine Learning-ready Multimodal Oncology Datasets

Design, construction and evaluation of emotional multimodal pathological speech database

Improving Medical Report Generation with Adapter Tuning and Knowledge Enhancement in Vision-Language Foundation Models

RegBN: Batch Normalization of Multimodal Data with Regularization

MuST: Multimodal Spatiotemporal Graph-Transformer for Hospital Readmission Prediction

BrainNetDiff: Generative AI Empowers Brain Network Generation via Multimodal Diffusion Model

Qilin-Med-VL: Towards Chinese Large Vision-Language Model for General Healthcare

Predicting recovery following stroke: deep learning, multimodal data and feature selection using explainable AI

Controllable Chest X-Ray Report Generation from Longitudinal Representations

C^2M-DoT: Cross-modal consistent multi-view medical report generation with domain transfer network

Multimodal Recommender Systems in the Prediction of Disease Comorbidity

From Unimodal to Multimodal: improving sEMG-Based Pattern Recognition via deep generative models

Multi-modal Pre-training for Medical Vision-language Understanding and Generation: An Empirical Study with A New Benchmark

Med-Flamingo: a Multimodal Medical Few-shot Learner

Masked Vision and Language Pre-training with Unimodal and Multimodal Contrastive Losses for Medical Visual Question Answering

Visual Question Answering (VQA) on Images with Superimposed Text

Customizing General-Purpose Foundation Models for Medical Report Generation

Q2ATransformer: Improving Medical VQA via an Answer Querying Decoder

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