医学 AI - arXivDaily 专题

2501.06868 2025-01-14 stat.ML cs.LG stat.AP stat.ME 79%

Variable Selection Methods for Multivariate, Functional, and Complex Biomedical Data in the AI Age

Marcos Matabuena

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.LG

2312.12865 2024-12-17 cs.CV cs.AI 79%

RadEdit: stress-testing biomedical vision models via diffusion image editing

Fernando Pérez-García, Sam Bond-Taylor, Pedro P. Sanchez, Boris van Breugel, Daniel C. Castro, Harshita Sharma, Valentina Salvatelli, Maria T. A. Wetscherek, Hannah Richardson, Matthew P. Lungren, Aditya Nori, Javier Alvarez-Valle, Ozan Oktay, Maximilian Ilse

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.CV

Journal ref European Conference on Computer Vision (ECCV) 2024

2412.03531 2024-12-05 cs.CL cs.LG 79%

A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences

Gabriel Lino Garcia, João Renato Ribeiro Manesco, Pedro Henrique Paiola, Lucas Miranda, Maria Paola de Salvo, João Paulo Papa

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.LG

Comments 9 pages, 1 table, 1 figure, conference paper

2412.01119 2024-12-03 cs.CV cs.AI 79%

Object Tracking in a $360^o$ View: A Novel Perspective on Bridging the Gap to Biomedical Advancements

Mojtaba S. Fazli, Shannon Quinn

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.CV

Comments 56 Pages

2411.09534 2024-11-15 eess.SP 79%

Enabling Efficient Wearables: An Analysis of Low-Power Microcontrollers for Biomedical Applications

Dimitrios Samakovlis, Stefano Albini, Rubén Rodríguez Álvarez, Denisa-Andreea Constantinescu, Pasquale Davide Schiavone, Miguel Peón-Quirós, David Atienza

专题命中生物医学文本：biomedical(title,abstract)；分类 eess.SP

Comments 21 pages, 6 Figures, 6 Tables, Submitted to ACM TECS journal

2411.07619 2024-11-13 cs.CV 79%

Artificial Intelligence for Biomedical Video Generation

Linyuan Li, Jianing Qiu, Anujit Saha, Lin Li, Poyuan Li, Mengxian He, Ziyu Guo, Wu Yuan

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.CV

2411.02730 2024-11-06 cs.CL cs.LG 79%

A Natural Language Processing Approach to Support Biomedical Data Harmonization: Leveraging Large Language Models

Zexu Li, Suraj P. Prabhu, Zachary T. Popp, Shubhi S. Jain, Vijetha Balakundi, Ting Fang Alvin Ang, Rhoda Au, Jinying Chen

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.LG

Comments 32 pages, 2 figures

2411.00725 2024-11-04 cs.LG 79%

Exploring Multi-Modality Dynamics: Insights and Challenges in Multimodal Fusion for Biomedical Tasks

Laura Wenderoth

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.LG

2410.23583 2024-11-01 cs.CL cs.LG 79%

BioNCERE: Non-Contrastive Enhancement For Relation Extraction In Biomedical Texts

Farshad Noravesh

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.LG

Comments 4 figures, 2 tables, 10 pages

2405.18682 2024-10-28 cs.CL cs.AI cs.LG 79%

Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension

Shubham Vatsal, Ayush Singh

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.LG

2312.06682 2024-10-23 cs.AI cs.LG 79%

Learning to Denoise Biomedical Knowledge Graph for Robust Molecular Interaction Prediction

Tengfei Ma, Yujie Chen, Wen Tao, Dashun Zheng, Xuan Lin, Patrick Cheong-lao Pang, Yiping Liu, Yijun Wang, Longyue Wang, Bosheng Song, Xiangxiang Zeng, Philip S. Yu

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.LG

Comments 13 pages, Accepted at TKDE

2410.10144 2024-10-15 cs.LG cs.AI cs.CL stat.AP 79%

Unified Representation of Genomic and Biomedical Concepts through Multi-Task, Multi-Source Contrastive Learning

Hongyi Yuan, Suqi Liu, Kelly Cho, Katherine Liao, Alexandre Pereira, Tianxi Cai

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.LG

Comments 15 pages, 2 figures, 5 tables

2409.07757 2024-09-13 cs.CV 79%

From Uncertainty to Clarity: Uncertainty-Guided Class-Incremental Learning for Limited Biomedical Samples via Semantic Expansion

Yifei Yao, Hanrong Zhang

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.CV

2211.13479 2024-08-15 eess.SP 79%

Alternating Deep Low-Rank Approach for Exponential Function Reconstruction and Its Biomedical Magnetic Resonance Applications

Yihui Huang, Zi Wang, Xinlin Zhang, Jian Cao, Zhangren Tu, Meijin Lin, Di Guo, Xiaobo Qu

专题命中生物医学文本：biomedical(title,abstract)；分类 eess.SP

Comments 12 pages

2408.06618 2024-08-14 cs.CL cs.AI cs.IR cs.LG 79%

Generalized knowledge-enhanced framework for biomedical entity and relation extraction

Minh Nguyen, Phuong Le

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.LG

2403.00952 2024-08-09 cs.CL cs.LG 79%

MediSwift: Efficient Sparse Pre-trained Biomedical Language Models

Vithursan Thangarasa, Mahmoud Salem, Shreyas Saxena, Kevin Leong, Joel Hestness, Sean Lie

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.LG

Comments 14 pages, 2 Figures, 5 Tables (Main Paper) + 3 pages (Supplementary Material). Published at ACL 2024

2408.01375 2024-08-05 cs.LG cs.CY 79%

Adaptive Recruitment Resource Allocation to Improve Cohort Representativeness in Participatory Biomedical Datasets

Victor Borza, Andrew Estornell, Ellen Wright Clayton, Chien-Ju Ho, Russell Rothman, Yevgeniy Vorobeychik, Bradley Malin

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.LG

Comments Accepted for publication at the American Medical Informatics Association Annual Symposium 2024, 10 pages, 5 figures

2407.05540 2024-07-09 cs.CV 79%

GTP-4o: Modality-prompted Heterogeneous Graph Learning for Omni-modal Biomedical Representation

Chenxin Li, Xinyu Liu, Cheng Wang, Yifan Liu, Weihao Yu, Jing Shao, Yixuan Yuan

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.CV

Comments Accepted by ECCV2024

2307.12114 2024-06-11 cs.CL cs.AI cs.LG 79%

A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks

Yanis Labrak, Mickael Rouvier, Richard Dufour

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.LG

Comments LREC-COLING 2024 - Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation

Journal ref Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)

2306.12330 2024-06-04 cs.LG 79%

ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data

Xiangjian Jiang, Andrei Margeloiu, Nikola Simidjievski, Mateja Jamnik

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.LG

Comments Accepted by the Forty-first International Conference on Machine Learning (ICML2024)

2402.15189 2024-05-20 cs.CL cs.AI cs.LG 79%

Biomedical Entity Linking as Multiple Choice Question Answering

Zhenxi Lin, Ziheng Zhang, Xian Wu, Yefeng Zheng

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.LG

Comments Accepted by COLING 2024

2306.12189 2024-04-30 cs.CV 79%

Annotating Ambiguous Images: General Annotation Strategy for High-Quality Data with Real-World Biomedical Validation

Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Johannes Brünger, Reinhard Koch

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.CV

Comments Accepted at ICLR 2024, DMLR Workshop

2404.13779 2024-04-23 cs.CL cs.LG 79%

Automated Text Mining of Experimental Methodologies from Biomedical Literature

Ziqing Guo

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.LG

2310.18912 2024-04-08 cs.LG cs.CL 79%

Sentence Bag Graph Formulation for Biomedical Distant Supervision Relation Extraction

Hao Zhang, Yang Liu, Xiaoyan Liu, Tianming Liang, Gaurav Sharma, Liang Xue, Maozu Guo

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.LG

Comments in IEEE Transactions on Knowledge and Data Engineering, 2024

2403.14578 2024-03-22 cs.LG cs.AI 79%

RAmBLA: A Framework for Evaluating the Reliability of LLMs as Assistants in the Biomedical Domain

William James Bolton, Rafael Poyiadzi, Edward R. Morrell, Gabriela van Bergen Gonzalez Bueno, Lea Goetz

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.LG

Comments Published at ICLR 2024 Workshop on Reliable and Responsible Foundation Models

2010.01916 2024-03-14 cs.LG cs.AI stat.ML 79%

Temporal Positive-unlabeled Learning for Biomedical Hypothesis Generation via Risk Estimation

Uchenna Akujuobi, Jun Chen, Mohamed Elhoseiny, Michael Spranger, Xiangliang Zhang

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.LG

Comments Accepted for Neurips 2020

2402.09587 2024-02-16 cs.CV 79%

DeepATLAS: One-Shot Localization for Biomedical Data

Peter D. Chang

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.CV

Comments 18 pages

2305.06217 2024-02-09 cs.LG cs.AI cs.CR 79%

Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data Sources

Suraj Rajendran, Weishen Pan, Mert R. Sabuncu, Yong Chen, Jiayu Zhou, Fei Wang

专题命中生物医学文本：biomedical(title)；medical image(abstract)；分类 cs.LG

2211.11363 2024-02-09 cs.CL cs.LG 79%

AF Adapter: Continual Pretraining for Building Chinese Biomedical Language Model

Yongyu Yan, Kui Xue, Xiaoming Shi, Qi Ye, Jingping Liu, Tong Ruan

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.LG

2310.03320 2024-01-22 cs.LG 79%

BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs

Zifeng Wang, Zichen Wang, Balasubramaniam Srinivasan, Vassilis N. Ioannidis, Huzefa Rangwala, Rishita Anubhai

专题命中生物医学文本：biomedical(title,abstract)；分类 cs.LG

Comments ICLR 2024

1. 生物医学文本 4499 篇

Variable Selection Methods for Multivariate, Functional, and Complex Biomedical Data in the AI Age

RadEdit: stress-testing biomedical vision models via diffusion image editing

A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences

Object Tracking in a $360^o$ View: A Novel Perspective on Bridging the Gap to Biomedical Advancements

Enabling Efficient Wearables: An Analysis of Low-Power Microcontrollers for Biomedical Applications

Artificial Intelligence for Biomedical Video Generation

A Natural Language Processing Approach to Support Biomedical Data Harmonization: Leveraging Large Language Models

Exploring Multi-Modality Dynamics: Insights and Challenges in Multimodal Fusion for Biomedical Tasks

BioNCERE: Non-Contrastive Enhancement For Relation Extraction In Biomedical Texts

Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension

Learning to Denoise Biomedical Knowledge Graph for Robust Molecular Interaction Prediction

Unified Representation of Genomic and Biomedical Concepts through Multi-Task, Multi-Source Contrastive Learning

From Uncertainty to Clarity: Uncertainty-Guided Class-Incremental Learning for Limited Biomedical Samples via Semantic Expansion

Alternating Deep Low-Rank Approach for Exponential Function Reconstruction and Its Biomedical Magnetic Resonance Applications

Generalized knowledge-enhanced framework for biomedical entity and relation extraction

MediSwift: Efficient Sparse Pre-trained Biomedical Language Models

Adaptive Recruitment Resource Allocation to Improve Cohort Representativeness in Participatory Biomedical Datasets

GTP-4o: Modality-prompted Heterogeneous Graph Learning for Omni-modal Biomedical Representation

A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks

ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data

Biomedical Entity Linking as Multiple Choice Question Answering

Annotating Ambiguous Images: General Annotation Strategy for High-Quality Data with Real-World Biomedical Validation

Automated Text Mining of Experimental Methodologies from Biomedical Literature

Sentence Bag Graph Formulation for Biomedical Distant Supervision Relation Extraction

RAmBLA: A Framework for Evaluating the Reliability of LLMs as Assistants in the Biomedical Domain

Temporal Positive-unlabeled Learning for Biomedical Hypothesis Generation via Risk Estimation

DeepATLAS: One-Shot Localization for Biomedical Data

Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data Sources

AF Adapter: Continual Pretraining for Building Chinese Biomedical Language Model

BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs