医学 AI - arXivDaily 专题

2110.07244 2022-03-03 cs.CL cs.AI 78%

Building Chinese Biomedical Language Models via Multi-Level Text Discrimination

Quan Wang, Songtai Dai, Benfeng Xu, Yajuan Lyu, Yong Zhu, Hua Wu, Haifeng Wang

专题命中生物医学文本：biomedical(title,abstract)

2104.08588 2022-02-08 cs.CL 78%

Sentence Alignment with Parallel Documents Facilitates Biomedical Machine Translation

Shengxuan Luo, Huaiyuan Ying, Jiao Li, Sheng Yu

专题命中生物医学文本：biomedical(title,abstract)

Comments 16 pages, 5 figures

2105.05937 2022-01-26 cs.CR 78%

Security for Emerging Miniaturized Wireless Biomedical Devices: Threat Modeling with Application to Case Studies

Vladimir Vakhter, Betul Soysal, Patrick Schaumont, Ulkuhan Guler

专题命中生物医学文本：biomedical(title,abstract)

2201.07745 2022-01-20 cs.IR cs.CL 78%

Improving Biomedical Information Retrieval with Neural Retrievers

Man Luo, Arindam Mitra, Tejas Gokhale, Chitta Baral

专题命中生物医学文本：biomedical(title,abstract)

Comments Accepted at AAAI 2022

2201.03017 2022-01-12 cs.CL cs.IR 78%

Zero-Shot and Few-Shot Classification of Biomedical Articles in Context of the COVID-19 Pandemic

Simon Lupart, Benoit Favre, Vassilina Nikoulina, Salah Ait-Mokhtar

专题命中生物医学文本：biomedical(title,abstract)

Comments to be published at the AAAI-22 Workshop on Scientific Document Understanding

2112.06780 2021-12-23 cs.AI 78%

Explanation Container in Case-Based Biomedical Question-Answering

Prateek Goel, Adam J. Johs, Manil Shrestha, Rosina O. Weber

专题命中生物医学文本：biomedical(title,abstract)

Comments Incomplete acknowledgments. Paper to be withdrawn until further notice

2112.06348 2021-12-15 cs.IR 78%

MedGraph: An experimental semantic information retrieval method using knowledge graph embedding for the biomedical citations indexed in PubMed

Islam Akef Ebeid, Elizabeth Pierce

专题命中生物医学文本：biomedical(title,abstract)

Comments Accepted at the 19th International Conference on Information Technology : New Generations (ITNG 2022)

2112.02570 2021-12-07 cs.IR 78%

Extracting and Measuring Uncertain Biomedical Knowledge from Scientific Statements

Xin Guo, Yuming Chen, Jian Du, Erdan Dong

专题命中生物医学文本：biomedical(title,abstract)

2111.08529 2021-11-17 cs.CL cs.AI 78%

Improving the robustness and accuracy of biomedical language models through adversarial training

Milad Moradi, Matthias Samwald

专题命中生物医学文本：biomedical(title,abstract)

2111.05937 2021-11-12 cs.AI cs.CL cs.IR 78%

Recent Advances in Automated Question Answering In Biomedical Domain

Krishanu Das Baksi

专题命中生物医学文本：biomedical(title,abstract)

2111.00611 2021-11-09 cs.CL cs.AI cs.IR 78%

R-BERT-CNN: Drug-target interactions extraction from biomedical literature

Jehad Aldahdooh, Ziaurrehman Tanoli, Jing Tang

专题命中生物医学文本：biomedical(title,abstract)

Journal ref Proceedings of the BioCreative VII Workshop. (2021) 102-106

2110.15708 2021-11-01 cs.CL 78%

Neural sentence embedding models for semantic similarity estimation in the biomedical domain

Kathrin Blagec, Hong Xu, Asan Agibetov, Matthias Samwald

专题命中生物医学文本：biomedical(title,abstract)

Comments Abstract shortened to comply with arXiv guidelines

Journal ref BMC Bioinformatics (2019)

2110.11870 2021-10-25 cs.CL 78%

Biomedical text summarization using Conditional Generative Adversarial Network(CGAN)

Seyed Vahid Moravvej, Abdolreza Mirzaei, Mehran Safayani

专题命中生物医学文本：biomedical(title,abstract)

Comments 12 pages, to appear in artificial intelligence in medicine journal

2109.06828 2021-10-22 cs.HC 78%

A Multi-scale Visual Analytics Approach for Exploring Biomedical Knowledge

Fahd Husain, Rosa Romero-Gomez, Emily Kuang, Dario Segura, Adamo Carolli, Lai Chung Liu, Manfred Cheung, Yohann Paris

专题命中生物医学文本：biomedical(title,abstract)

2110.08228 2021-10-18 cs.CL cs.AI 78%

Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text

Maya Varma, Laurel Orr, Sen Wu, Megan Leszczynski, Xiao Ling, Christopher Ré

专题命中生物医学文本：biomedical(title,abstract)

Comments Accepted to Findings of EMNLP 2021

2109.13348 2021-10-18 cs.CL 78%

Evaluating Biomedical BERT Models for Vocabulary Alignment at Scale in the UMLS Metathesaurus

Goonmeet Bajaj, Vinh Nguyen, Thilini Wijesiriwardene, Hong Yung Yip, Vishesh Javangula, Srinivasan Parthasarathy, Amit Sheth, Olivier Bodenreider

专题命中生物医学文本：biomedical(title,abstract)

1901.05176 2021-10-12 physics.bio-ph 78%

Brillouin Light Scattering: Applications in Biomedical Sciences

Francesca Palombo, Daniele Fioretto

专题命中生物医学文本：biomedical(title,abstract)

Journal ref Chem. Rev. 119 (2019) 7833-7847

2109.13187 2021-09-28 cs.CL cs.AI 78%

Discovering Drug-Target Interaction Knowledge from Biomedical Literature

Yutai Hou, Yingce Xia, Lijun Wu, Shufang Xie, Yang Fan, Jinhua Zhu, Wanxiang Che, Tao Qin, Tie-Yan Liu

专题命中生物医学文本：biomedical(title,abstract)

2109.03570 2021-09-20 cs.CL 78%

Biomedical and Clinical Language Models for Spanish: On the Benefits of Domain-Specific Pretraining in a Mid-Resource Scenario

Casimiro Pio Carrino, Jordi Armengol-Estapé, Asier Gutiérrez-Fandiño, Joan Llop-Palao, Marc Pàmies, Aitor Gonzalez-Agirre, Marta Villegas

专题命中生物医学文本：biomedical(title,abstract)

Comments 9 pages

2106.13375 2021-09-20 cs.IR cs.CL cs.DL 78%

Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature

Yu Wang, Jinchao Li, Tristan Naumann, Chenyan Xiong, Hao Cheng, Robert Tinn, Cliff Wong, Naoto Usuyama, Richard Rogahn, Zhihong Shen, Yang Qin, Eric Horvitz, Paul N. Bennett, Jianfeng Gao, Hoifung Poon

专题命中生物医学文本：biomedical(title,abstract)

Comments ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2021 Applied Data Science Track

2109.07765 2021-09-17 cs.CL 78%

Spanish Biomedical Crawled Corpus: A Large, Diverse Dataset for Spanish Biomedical Language Models

Casimiro Pio Carrino, Jordi Armengol-Estapé, Ona de Gibert Bonet, Asier Gutiérrez-Fandiño, Aitor Gonzalez-Agirre, Martin Krallinger, Marta Villegas

专题命中生物医学文本：biomedical(title,abstract)

2109.07154 2021-09-16 cs.CL 78%

Can Language Models be Biomedical Knowledge Bases?

Mujeen Sung, Jinhyuk Lee, Sean Yi, Minji Jeon, Sungdong Kim, Jaewoo Kang

专题命中生物医学文本：biomedical(title,abstract)

Comments EMNLP 2021. Code available at https://github.com/dmis-lab/BioLAMA

2106.14885 2021-09-16 cs.CL cs.AI cs.IR 78%

Overview of BioASQ 2021: The ninth BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering

Anastasios Nentidis, Georgios Katsimpras, Eirini Vandorou, Anastasia Krithara, Luis Gasco, Martin Krallinger, Georgios Paliouras

专题命中生物医学文本：biomedical(title,abstract)

Comments 25 pages, 15 tables, 3 figures. arXiv admin note: text overlap with arXiv:2106.14618

Journal ref Candan K.S. et al. (eds) Experimental IR Meets Multilinguality, Multimodality, and Interaction. CLEF 2021. Lecture Notes in Computer Science, vol 12880. Springer, Cham

2109.06675 2021-09-15 cs.DL 78%

Topics Emerged in the Biomedical Field and Their Characteristics

Kun Lu, Guancan Yang, Xue Wang

专题命中生物医学文本：biomedical(title,abstract)

2109.04810 2021-09-13 cs.CL 78%

Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT

Zaiqiao Meng, Fangyu Liu, Thomas Hikaru Clark, Ehsan Shareghi, Nigel Collier

专题命中生物医学文本：biomedical(title,abstract)

Comments EMNLP 2021 camera-ready version

2109.02237 2021-09-07 cs.CL cs.AI 78%

BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks

Tuan Lai, Heng Ji, ChengXiang Zhai

专题命中生物医学文本：biomedical(title,abstract)

Comments Accepted to EMNLP 2021 (Findings)

2108.04571 2021-08-11 physics.optics 78%

Polarisation optics for biomedical and clinical applications: a review

Chao He, Honghui He, Jintao Chang, Binguo Chen, Hui Ma, Martin J. Booth

专题命中生物医学文本：biomedical(title,abstract)

2107.11652 2021-07-27 cs.CL cs.AI 78%

Stress Test Evaluation of Biomedical Word Embeddings

Vladimir Araujo, Andrés Carvallo, Carlos Aspillaga, Camilo Thorne, Denis Parra

专题命中生物医学文本：biomedical(title,abstract)

Comments Accepted paper BioNLP2021

2005.07484 2021-07-21 stat.ME 78%

Evaluating methods for Lasso selective inference in biomedical research by a comparative simulation study

Michael Kammer, Daniela Dunkler, Stefan Michiels, Georg Heinze

专题命中生物医学文本：biomedical(title,abstract)

Comments 42 pages, 19 figures, 7 tables

2107.04374 2021-07-12 cs.CL 78%

Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT

Usman Naseem, Adam G. Dunn, Matloob Khushi, Jinman Kim

专题命中生物医学文本：biomedical(title,abstract)

1. 生物医学文本 4507 篇

Building Chinese Biomedical Language Models via Multi-Level Text Discrimination

Sentence Alignment with Parallel Documents Facilitates Biomedical Machine Translation

Security for Emerging Miniaturized Wireless Biomedical Devices: Threat Modeling with Application to Case Studies

Improving Biomedical Information Retrieval with Neural Retrievers

Zero-Shot and Few-Shot Classification of Biomedical Articles in Context of the COVID-19 Pandemic

Explanation Container in Case-Based Biomedical Question-Answering

MedGraph: An experimental semantic information retrieval method using knowledge graph embedding for the biomedical citations indexed in PubMed

Extracting and Measuring Uncertain Biomedical Knowledge from Scientific Statements

Improving the robustness and accuracy of biomedical language models through adversarial training

Recent Advances in Automated Question Answering In Biomedical Domain

R-BERT-CNN: Drug-target interactions extraction from biomedical literature

Neural sentence embedding models for semantic similarity estimation in the biomedical domain

Biomedical text summarization using Conditional Generative Adversarial Network(CGAN)

A Multi-scale Visual Analytics Approach for Exploring Biomedical Knowledge

Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text

Evaluating Biomedical BERT Models for Vocabulary Alignment at Scale in the UMLS Metathesaurus

Brillouin Light Scattering: Applications in Biomedical Sciences

Discovering Drug-Target Interaction Knowledge from Biomedical Literature

Biomedical and Clinical Language Models for Spanish: On the Benefits of Domain-Specific Pretraining in a Mid-Resource Scenario

Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature

Spanish Biomedical Crawled Corpus: A Large, Diverse Dataset for Spanish Biomedical Language Models

Can Language Models be Biomedical Knowledge Bases?

Overview of BioASQ 2021: The ninth BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering

Topics Emerged in the Biomedical Field and Their Characteristics

Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT

BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks

Polarisation optics for biomedical and clinical applications: a review

Stress Test Evaluation of Biomedical Word Embeddings

Evaluating methods for Lasso selective inference in biomedical research by a comparative simulation study

Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT