医学 AI - arXivDaily 专题

2111.10625 2022-10-10 cs.LG cs.AI cs.SI 79%

Explainable Biomedical Recommendations via Reinforcement Learning Reasoning on Knowledge Graphs

Gavin Edwards, Sebastian Nilsson, Benedek Rozemberczki, Eliseo Papa

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

2209.08189 2022-09-20 cs.CV cs.DC 79%

CLAIRE -- Parallelized Diffeomorphic Image Registration for Large-Scale Biomedical Imaging Applications

Naveen Himthani, Malte Brunn, Jae-Youn Kim, Miriam Schulte, Andreas Mang, George Biros

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

Comments 32 pages, 9 tables, 8 figures

2204.04779 2022-09-14 cs.CL cs.LG 79%

MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction

Saadullah Amin, Pasquale Minervini, David Chang, Pontus Stenetorp, Günter Neumann

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

Comments Accepted by COLING 2022 (Oral presentation, Main Conference: Long Papers)

2209.03182 2022-09-08 cs.CL cs.LG 79%

On the Effectiveness of Compact Biomedical Transformers

Omid Rohanian, Mohammadmahdi Nouriborji, Samaneh Kouchaki, David A. Clifton

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

2111.14260 2022-09-07 cs.LG cs.AI 79%

A Practical guide on Explainable AI Techniques applied on Biomedical use case applications

Adrien Bennetot, Ivan Donadello, Ayoub El Qadi, Mauro Dragoni, Thomas Frossard, Benedikt Wagner, Anna Saranti, Silvia Tulli, Maria Trocan, Raja Chatila, Andreas Holzinger, Artur d'Avila Garcez, Natalia Díaz-Rodríguez

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

1605.03624 2022-09-01 cs.CV 79%

Modified Weibull distribution for Biomedical signals denoising

A. M. Adam, R. M. Farouk, B. S . El-Desouky

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

Comments 7 pages, 7 figures, 4 tables. Neuroscience Informatics, Vol. 2, No. 1, December 2021

2202.13174 2022-07-27 cs.CL cs.AI cs.LG 79%

BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task

Maria Mahbub, Sudarshan Srinivasan, Edmon Begoli, Gregory D Peterson

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

Comments 31 pages, 9 figures. This is the Authors' Original Version of the article, which has been accepted for publication in Bioinformatics 2022

2109.02555 2022-06-02 cs.CL cs.AI cs.LG 79%

GPT-3 Models are Poor Few-Shot Learners in the Biomedical Domain

Milad Moradi, Kathrin Blagec, Florian Haberl, Matthias Samwald

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

2203.09975 2022-04-26 cs.CL cs.LG 79%

BIOS: An Algorithmically Generated Biomedical Knowledge Graph

Sheng Yu, Zheng Yuan, Jun Xia, Shengxuan Luo, Huaiyuan Ying, Sihang Zeng, Jingyi Ren, Hongyi Yuan, Zhengyun Zhao, Yucong Lin, Keming Lu, Jing Wang, Yutao Xie, Heung-Yeung Shum

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

2109.08564 2022-04-12 cs.CL cs.IR cs.LG 79%

Slot Filling for Biomedical Information Extraction

Yannis Papanikolaou, Marlene Staib, Justin Grace, Francine Bennett

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

2203.15959 2022-03-31 cs.CL cs.LG 79%

Entity-driven Fact-aware Abstractive Summarization of Biomedical Literature

Amanuel Alambo, Tanvi Banerjee, Krishnaprasad Thirunarayan, Michael Raymer

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

Comments Accepted to ICPR 2022

2203.07999 2022-03-16 cs.NI cs.LG 79%

MSCET: A Multi-Scenario Offloading Schedule for Biomedical Data Processing and Analysis in Cloud-Edge-Terminal Collaborative Vehicular Networks

Zhichen Ni, Honglong Chen, Zhe Li, Xiaomeng Wang, Na Yan, Weifeng Liu, Feng Xia

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

2202.12678 2022-03-08 cs.AI cs.CL cs.LG 79%

Deep Learning, Natural Language Processing, and Explainable Artificial Intelligence in the Biomedical Domain

Milad Moradi, Matthias Samwald

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

2108.11809 2022-03-08 cs.CL cs.LG 79%

Fine-Tuning Pretrained Language Models With Label Attention for Biomedical Text Classification

Bruce Nguyen, Shaoxiong Ji

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

2102.01649 2022-02-25 cs.SI cs.AI cs.IR cs.LG 79%

Heterogeneous Graph based Deep Learning for Biomedical Network Link Prediction

Jinjiang Guo, Jie Li, Dawei Leng, Lurong Pan

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

2106.06468 2022-02-09 cs.LG stat.ML 79%

Locally Sparse Neural Networks for Tabular Biomedical Data

Junchen Yang, Ofir Lindenbaum, Yuval Kluger

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

2201.07112 2022-01-19 cs.CL cs.LG 79%

Sectioning of Biomedical Abstracts: A Sequence of Sequence Classification Task

Mehmet Efruz Karabulut, K. Vijay-Shanker

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

Comments 9 pages, 2 figures

2012.12573 2022-01-11 cs.CL cs.LG 79%

Automated Lay Language Summarization of Biomedical Scientific Reviews

Yue Guo, Wei Qiu, Yizhong Wang, Trevor Cohen

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

Comments Yue Guo and Wei Qiu contribute equally to this work. This paper is accepted by AAAI 2021

2112.07869 2021-12-16 cs.CL cs.LG 79%

Fine-Tuning Large Neural Language Models for Biomedical Natural Language Processing

Robert Tinn, Hao Cheng, Yu Gu, Naoto Usuyama, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon

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

2112.05910 2021-12-14 cs.CL cs.LG 79%

An Empirical Study on Relation Extraction in the Biomedical Domain

Yongkang Li

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

Comments 5 pages

2110.12501 2021-10-26 cs.CL cs.LG 79%

Abstractified Multi-instance Learning (AMIL) for Biomedical Relation Extraction

William Hogan, Molly Huang, Yannis Katsis, Tyler Baldwin, Ho-Cheol Kim, Yoshiki Vazquez Baeza, Andrew Bartko, Chun-Nan Hsu

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

Comments 14 pages, 3 figures, submitted to Automated Knowledge Base Construction (2021)

Journal ref 3rd Conference on Automated Knowledge Base Construction (2021)

2109.12424 2021-09-28 cs.CL cs.LG 79%

Coreference Resolution for the Biomedical Domain: A Survey

Pengcheng Lu, Massimo Poesio

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

Comments accepted at CRAC2021@EMNLP2021

2106.09700 2021-09-22 cs.CL cs.LG 79%

Scientific Language Models for Biomedical Knowledge Base Completion: An Empirical Study

Rahul Nadkarni, David Wadden, Iz Beltagy, Noah A. Smith, Hannaneh Hajishirzi, Tom Hope

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

Comments AKBC 2021 camera-ready

2007.15779 2021-09-20 cs.CL cs.LG 79%

Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing

Yu Gu, Robert Tinn, Hao Cheng, Michael Lucas, Naoto Usuyama, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon

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

Comments ACM Transactions on Computing for Healthcare (HEALTH)

2002.05637 2021-09-15 cs.LG stat.ML 79%

CBAG: Conditional Biomedical Abstract Generation

Justin Sybrandt, Ilya Safro

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

2109.01518 2021-09-06 cs.LG cs.CL 79%

Biomedical Data-to-Text Generation via Fine-Tuning Transformers

Ruslan Yermakov, Nicholas Drago, Angelo Ziletti

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

Comments Accepted at ACL-INGL2021 (International Conference on Natural Language Generation organised by the Association for Computational Linguistics)

2105.00827 2021-09-03 cs.CL cs.AI cs.LG 79%

AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models

Katikapalli Subramanyam Kalyan, Ajit Rajasekharan, Sivanesan Sangeetha

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

Comments Preprint under review

2108.13109 2021-08-31 physics.med-ph eess.IV 79%

Signal-carrying speckle in Optical Coherence Tomography: a methodological review on biomedical applications

Vania Bastos Silva, Danilo Andrade De Jesus, Stefan Klein, Theo van Walsum, João Cardoso, Luisa Sánchez Brea, Pedro G. Vaz

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

2106.09502 2021-06-18 cs.CL cs.LG 79%

Biomedical Interpretable Entity Representations

Diego Garcia-Olano, Yasumasa Onoe, Ioana Baldini, Joydeep Ghosh, Byron C. Wallace, Kush R. Varshney

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

Comments Accepted into Findings of ACL-IJCNLP 2021

2104.12981 2021-06-16 physics.optics eess.IV physics.app-ph 79%

Avalanche Photodetectors with Photon Trapping Structures for Biomedical Imaging Applications

Cesar Bartolo-Perez, Soroush Ghandiparsi, Ahmed S. Mayet, Hilal Cansizoglu, Yang Gao, Wayesh Qarony, Ahasan Ahamed, Shih-Yuan Wang, Simon R. Cherry, M. Saif Islam, Gerard Arino-Estrada

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

1. 生物医学文本 4499 篇

Explainable Biomedical Recommendations via Reinforcement Learning Reasoning on Knowledge Graphs

CLAIRE -- Parallelized Diffeomorphic Image Registration for Large-Scale Biomedical Imaging Applications

MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction

On the Effectiveness of Compact Biomedical Transformers

A Practical guide on Explainable AI Techniques applied on Biomedical use case applications

Modified Weibull distribution for Biomedical signals denoising

BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task

GPT-3 Models are Poor Few-Shot Learners in the Biomedical Domain

BIOS: An Algorithmically Generated Biomedical Knowledge Graph

Slot Filling for Biomedical Information Extraction

Entity-driven Fact-aware Abstractive Summarization of Biomedical Literature

MSCET: A Multi-Scenario Offloading Schedule for Biomedical Data Processing and Analysis in Cloud-Edge-Terminal Collaborative Vehicular Networks

Deep Learning, Natural Language Processing, and Explainable Artificial Intelligence in the Biomedical Domain

Fine-Tuning Pretrained Language Models With Label Attention for Biomedical Text Classification

Heterogeneous Graph based Deep Learning for Biomedical Network Link Prediction

Locally Sparse Neural Networks for Tabular Biomedical Data

Sectioning of Biomedical Abstracts: A Sequence of Sequence Classification Task

Automated Lay Language Summarization of Biomedical Scientific Reviews

Fine-Tuning Large Neural Language Models for Biomedical Natural Language Processing

An Empirical Study on Relation Extraction in the Biomedical Domain

Abstractified Multi-instance Learning (AMIL) for Biomedical Relation Extraction

Coreference Resolution for the Biomedical Domain: A Survey

Scientific Language Models for Biomedical Knowledge Base Completion: An Empirical Study

Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing

CBAG: Conditional Biomedical Abstract Generation

Biomedical Data-to-Text Generation via Fine-Tuning Transformers

AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models

Signal-carrying speckle in Optical Coherence Tomography: a methodological review on biomedical applications

Biomedical Interpretable Entity Representations

Avalanche Photodetectors with Photon Trapping Structures for Biomedical Imaging Applications