医学 AI - arXivDaily 专题

2106.03598 2021-06-08 cs.CL cs.AI cs.LG 79%

SciFive: a text-to-text transformer model for biomedical literature

Long N. Phan, James T. Anibal, Hieu Tran, Shaurya Chanana, Erol Bahadroglu, Alec Peltekian, Grégoire Altan-Bonnet

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

2105.14398 2021-06-01 cs.CL cs.AI cs.LG 79%

Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking

Fangyu Liu, Ivan Vulić, Anna Korhonen, Nigel Collier

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

Comments ACL-IJCNLP 2021

2105.10406 2021-05-24 eess.SP physics.med-ph stat.ME 79%

Dyadic aggregated autoregressive (DASAR) model for time-frequency representation of biomedical signals

Marco A. Pinto-Orellana, Habib Sherkat, Peyman Mirtaheri, Hugo L. Hammer

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

2008.02995 2021-05-21 stat.ML cs.LG 79%

A Review on Modern Computational Optimal Transport Methods with Applications in Biomedical Research

Jingyi Zhang, Wenxuan Zhong, Ping Ma

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

Comments 22 pages, 7 figures, book chapter

2010.11784 2021-04-08 cs.CL cs.AI cs.LG 79%

Self-Alignment Pretraining for Biomedical Entity Representations

Fangyu Liu, Ehsan Shareghi, Zaiqiao Meng, Marco Basaldella, Nigel Collier

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

Comments NAACL 2021 camera-ready version

2010.08516 2021-03-29 cs.LG 79%

Predicting Biomedical Interactions with Higher-Order Graph Convolutional Networks

Kishan KC, Rui Li, Feng Cui, Anne Haake

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

2103.11910 2021-03-24 eess.SP 79%

Continuous Prediction of Lower-Limb Kinematics From Multi-Modal Biomedical Signals

Chunzhi Yi, Feng Jiang, Shengping Zhang, Hao Guo, Chifu Yang, Zhen Ding, Baichun Wei, Xiangyuan Lan, Huiyu Zhou

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

2103.10367 2021-03-19 cs.LG 79%

Neural Multi-Hop Reasoning With Logical Rules on Biomedical Knowledge Graphs

Yushan Liu, Marcel Hildebrandt, Mitchell Joblin, Martin Ringsquandl, Rime Raissouni, Volker Tresp

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

Comments Accepted at ESWC 2021 (18th Extended Semantic Web Conference). arXiv admin note: text overlap with arXiv:2007.05292

2102.08366 2021-02-17 cs.CL cs.IR cs.LG 79%

Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies

Gabriele Pergola, Elena Kochkina, Lin Gui, Maria Liakata, Yulan He

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

Comments EACL 2021 - Short Paper - European Chapter of the Association for Computational Linguistics

2012.15419 2021-01-01 cs.CL cs.LG 79%

An Experimental Evaluation of Transformer-based Language Models in the Biomedical Domain

Paul Grouchy, Shobhit Jain, Michael Liu, Kuhan Wang, Max Tian, Nidhi Arora, Hillary Ngai, Faiza Khan Khattak, Elham Dolatabadi, Sedef Akinli Kocak

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

2012.10540 2020-12-22 cs.LG cs.AI 79%

Biomedical Knowledge Graph Refinement and Completion using Graph Representation Learning and Top-K Similarity Measure

Islam Akef Ebeid, Majdi Hassan, Tingyi Wanyan, Jack Roper, Abhik Seal, Ying Ding

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

Comments Accepted short paper submission to iConference 2021

2012.02149 2020-12-04 cs.LG 79%

Approximate kNN Classification for Biomedical Data

Panagiotis Anagnostou, Petros T. Barmbas, Aristidis G. Vrahatis, Sotiris K. Tasoulis

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

Comments 6 pages, 4 figures

2011.12684 2020-11-30 cs.IR cs.LG 79%

Denmark's Participation in the Search Engine TREC COVID-19 Challenge: Lessons Learned about Searching for Precise Biomedical Scientific Information on COVID-19

Lucas Chaves Lima, Casper Hansen, Christian Hansen, Dongsheng Wang, Maria Maistro, Birger Larsen, Jakob Grue Simonsen, Christina Lioma

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

2011.12380 2020-11-26 cs.CL cs.LG 79%

Experiments on transfer learning architectures for biomedical relation extraction

Walid Hafiane, Joel Legrand, Yannick Toussaint, Adrien Coulet

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

Comments 12 pages, 2 figures,Extraction et Gestion des Connaissances (EGC)

2011.10285 2020-11-23 cs.CL cs.LG 79%

Learning Informative Representations of Biomedical Relations with Latent Variable Models

Harshil Shah, Julien Fauqueur

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

Comments SustaiNLP 2020

2011.06315 2020-11-13 cs.CL cs.AI cs.LG 79%

Biomedical Named Entity Recognition at Scale

Veysel Kocaman, David Talby

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

Comments Accepted for presentation and inclusion in CADL 2020 (International Workshop on Computational Aspects of Deep Learning) , organized in conjunction with ICPR 2020, the 25th International Conference on Pattern Recognition

2011.05188 2020-11-13 cs.LG cs.CL 79%

Biomedical Information Extraction for Disease Gene Prioritization

Jupinder Parmar, William Koehler, Martin Bringmann, Katharina Sophia Volz, Berk Kapicioglu

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

Comments 4th Knowledge Representation and Reasoning Meets Machine Learning Workshop (KR2ML), at NeurIPS 2020

2011.00425 2020-11-03 cs.CL cs.LG 79%

Analyzing the Effect of Multi-task Learning for Biomedical Named Entity Recognition

Arda Akdemir, Tetsuo Shibuya

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

2009.13059 2020-09-29 cs.DL cs.CL cs.IR cs.LG 79%

Visual Exploration and Knowledge Discovery from Biomedical Dark Data

Shashwat Aggarwal, Ramesh Singh

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

1911.03869 2020-09-21 cs.CL cs.IR cs.LG 79%

Knowledge Guided Named Entity Recognition for BioMedical Text

Pratyay Banerjee, Kuntal Kumar Pal, Murthy Devarakonda, Chitta Baral

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

Comments 6 pages, 2 figures, 5 tables, WIP

1905.11391 2020-09-21 cs.CL cs.LG stat.ML 79%

Using Neural Networks for Relation Extraction from Biomedical Literature

Diana Sousa, Andre Lamurias, Francisco M. Couto

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

Comments Artificial Neural Networks book (Springer) - Chapter 14

Journal ref Artificial Neural Networks. Methods in Molecular Biology, vol 2190. Humana, New York, NY. 2020. pp. 289-305

2008.03530 2020-08-11 cs.NE cs.LG 79%

Extended Particle Swarm Optimization (EPSO) for Feature Selection of High Dimensional Biomedical Data

Ali Hakem Alsaeedi, Adil L. Albukhnefis, Dhiah Al-Shammary, Muntasir Al-Asfoor

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

2008.02878 2020-08-10 cs.CL cs.LG 79%

A Multilingual Neural Machine Translation Model for Biomedical Data

Alexandre Bérard, Zae Myung Kim, Vassilina Nikoulina, Eunjeong L. Park, Matthias Gallé

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

Comments https://github.com/naver/covid19-nmt

1912.10846 2020-07-01 cs.CL cs.IR cs.LG 79%

BioConceptVec: creating and evaluating literature-based biomedical concept embeddings on a large scale

Qingyu Chen, Kyubum Lee, Shankai Yan, Sun Kim, Chih-Hsuan Wei, Zhiyong Lu

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

Comments 33 pages, 6 figures, 7 tables, accepted by PLOS Computational Biology

2006.08338 2020-06-16 cs.CL cs.LG 79%

DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature

Chaoran Cheng, Fei Tan, Zhi Wei

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

Comments accepted by AAAI 2020

2005.12565 2020-05-27 cs.CL cs.LG 79%

A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction

Saadullah Amin, Katherine Ann Dunfield, Anna Vechkaeva, Günter Neumann

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

2005.06376 2020-05-14 cs.CL cs.LG stat.ML 79%

BIOMRC: A Dataset for Biomedical Machine Reading Comprehension

Petros Stavropoulos, Dimitris Pappas, Ion Androutsopoulos, Ryan McDonald

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

Comments 10 pages, 4 figures, 5 tables

2005.06173 2020-05-14 cs.LG stat.ML 79%

Multiple Imputation for Biomedical Data using Monte Carlo Dropout Autoencoders

Kristian Miok, Dong Nguyen-Doan, Marko Robnik-Šikonja, Daniela Zaharie

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

2005.05114 2020-05-12 cs.CL cs.LG 79%

Evaluating Sparse Interpretable Word Embeddings for Biomedical Domain

Mohammad Amin Samadi, Mohammad Sadegh Akhondzadeh, Sayed Jalal Zahabi, Mohammad Hossein Manshaei, Zeinab Maleki, Payman Adibi

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

1909.04822 2020-05-08 cs.CL cs.IR cs.LG 79%

Global Locality in Biomedical Relation and Event Extraction

Elaheh ShafieiBavani, Antonio Jimeno Yepes, Xu Zhong, David Martinez Iraola

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

Comments 10 pages. arXiv admin note: text overlap with arXiv:1802.10569, arXiv:1710.08312 by other authors

1. 生物医学文本 4499 篇

SciFive: a text-to-text transformer model for biomedical literature

Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking

Dyadic aggregated autoregressive (DASAR) model for time-frequency representation of biomedical signals

A Review on Modern Computational Optimal Transport Methods with Applications in Biomedical Research

Self-Alignment Pretraining for Biomedical Entity Representations

Predicting Biomedical Interactions with Higher-Order Graph Convolutional Networks

Continuous Prediction of Lower-Limb Kinematics From Multi-Modal Biomedical Signals

Neural Multi-Hop Reasoning With Logical Rules on Biomedical Knowledge Graphs

Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies

An Experimental Evaluation of Transformer-based Language Models in the Biomedical Domain

Biomedical Knowledge Graph Refinement and Completion using Graph Representation Learning and Top-K Similarity Measure

Approximate kNN Classification for Biomedical Data

Denmark's Participation in the Search Engine TREC COVID-19 Challenge: Lessons Learned about Searching for Precise Biomedical Scientific Information on COVID-19

Experiments on transfer learning architectures for biomedical relation extraction

Learning Informative Representations of Biomedical Relations with Latent Variable Models

Biomedical Named Entity Recognition at Scale

Biomedical Information Extraction for Disease Gene Prioritization

Analyzing the Effect of Multi-task Learning for Biomedical Named Entity Recognition

Visual Exploration and Knowledge Discovery from Biomedical Dark Data

Knowledge Guided Named Entity Recognition for BioMedical Text

Using Neural Networks for Relation Extraction from Biomedical Literature

Extended Particle Swarm Optimization (EPSO) for Feature Selection of High Dimensional Biomedical Data

A Multilingual Neural Machine Translation Model for Biomedical Data

BioConceptVec: creating and evaluating literature-based biomedical concept embeddings on a large scale

DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature

A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction

BIOMRC: A Dataset for Biomedical Machine Reading Comprehension

Multiple Imputation for Biomedical Data using Monte Carlo Dropout Autoencoders

Evaluating Sparse Interpretable Word Embeddings for Biomedical Domain

Global Locality in Biomedical Relation and Event Extraction