医学 AI - arXivDaily 专题

2202.08320 2022-02-18 cs.LG 57%

TorchDrug: A Powerful and Flexible Machine Learning Platform for Drug Discovery

Zhaocheng Zhu, Chence Shi, Zuobai Zhang, Shengchao Liu, Minghao Xu, Xinyu Yuan, Yangtian Zhang, Junkun Chen, Huiyu Cai, Jiarui Lu, Chang Ma, Runcheng Liu, Louis-Pascal Xhonneux, Meng Qu, Jian Tang

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

2202.05357 2022-02-14 eess.IV physics.optics 57%

Structured light dark-field microscope

Shaobai Li, Bofan Song, Rongguang Liang

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

2202.03621 2022-02-09 cs.LG 57%

Bandit Sampling for Multiplex Networks

Cenk Baykal, Vamsi K. Potluru, Sameena Shah, Manuela M. Veloso

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

2107.06586 2022-01-28 physics.optics eess.IV 57%

Computational Imaging Without a Computer: Seeing Through Random Diffusers at the Speed of Light

Yi Luo, Yifan Zhao, Jingxi Li, Ege Cetintas, Yair Rivenson, Mona Jarrahi, Aydogan Ozcan

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

Comments 35 Pages, 7 Figures

Journal ref eLight (2022)

2201.02503 2022-01-10 cs.CV 57%

A Review of Deep Learning Techniques for Markerless Human Motion on Synthetic Datasets

Doan Duy Vo, Russell Butler

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

Comments 11 pages, 5 figures, 2 tables

2201.00692 2022-01-04 cs.IR cs.LG 57%

Validation and Transparency in AI systems for pharmacovigilance: a case study applied to the medical literature monitoring of adverse events

Bruno Ohana, Jack Sullivan, Nicole Baker

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

2112.13259 2021-12-28 cs.CL cs.AI cs.LG 57%

Deeper Clinical Document Understanding Using Relation Extraction

Hasham Ul Haq, Veysel Kocaman, David Talby

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

Comments Accepted to SDU (Scientific Document Understanding) workshop at AAAI 2022

2012.00634 2021-12-21 stat.ML cs.LG 57%

Deep dynamic modeling with just two time points: Can we still allow for individual trajectories?

Maren Hackenberg, Philipp Harms, Michelle Pfaffenlehner, Astrid Pechmann, Janbernd Kirschner, Thorsten Schmidt, Harald Binder

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

Comments 23 pages, 7 figures

2112.01464 2021-12-03 eess.SP math.ST stat.TH 57%

Time-Series Estimation from Randomly Time-Warped Observations

İlker Bayram

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

2104.06486 2021-11-24 cs.CL cs.AI cs.LG 57%

MS2: Multi-Document Summarization of Medical Studies

Jay DeYoung, Iz Beltagy, Madeleine van Zuylen, Bailey Kuehl, Lucy Lu Wang

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

Comments 8 pages of content, 20 pages including references and appendix. See https://github.com/allenai/ms2/ for code, https://ai2-s2-ms2.s3-us-west-2.amazonaws.com/ms_data_2021-04-12.zip for data (1.8G, zipped) Published in EMNLP 2021 @ https://aclanthology.org/2021.emnlp-main.594/

2111.02495 2021-11-05 eess.SP 57%

Channel modeling for in-body optical wireless communications

Stylianos E. Trevlakis, Alexandros-Apostolos A. Boulogeorgos, Nestor D. Chatzidiamantis, George K. Karagiannidis

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

2110.11023 2021-10-25 cs.CV 57%

Augmenting Knowledge Distillation With Peer-To-Peer Mutual Learning For Model Compression

Usma Niyaz, Deepti R. Bathula

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

Comments changed the format of paper

2110.08904 2021-10-19 cs.DL cs.LG 57%

Deep forecasting of translational impact in medical research

Amy PK Nelson, Robert J Gray, James K Ruffle, Henry C Watkins, Daniel Herron, Nick Sorros, Danil Mikhailov, M. Jorge Cardoso, Sebastien Ourselin, Nick McNally, Bryan Williams, Geraint E. Rees, Parashkev Nachev

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

Comments 28 pages, 6 figures

2110.07595 2021-10-15 cs.CL cs.AI cs.LG 57%

Compressibility of Distributed Document Representations

Blaž Škrlj, Matej Petkovič

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

Comments Accepted to ICDM2021

2110.07582 2021-10-15 cs.SI cs.LG 57%

Network Representation Learning: From Preprocessing, Feature Extraction to Node Embedding

Jingya Zhou, Ling Liu, Wenqi Wei, Jianxi Fan

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

2105.10360 2021-10-12 stat.ML cs.LG math.ST stat.AP stat.ME stat.TH 57%

Multi-source Learning via Completion of Block-wise Overlapping Noisy Matrices

Doudou Zhou, Tianxi Cai, Junwei Lu

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

2110.02019 2021-10-11 cs.CL cs.LG 57%

FoodChem: A food-chemical relation extraction model

Gjorgjina Cenikj, Barbara Koroušić Seljak, Tome Eftimov

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

Comments 8 pages, 3 figures, 2 tables

2109.09164 2021-10-05 stat.ML cs.LG 57%

Optimal Ensemble Construction for Multi-Study Prediction with Applications to COVID-19 Excess Mortality Estimation

Gabriel Loewinger, Rolando Acosta Nunez, Rahul Mazumder, Giovanni Parmigiani

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

Comments Manuscript: 27 pages, 6 figures, 4 tables; Supplement: 18 pages, 11 figures, 10 tables

2102.07631 2021-10-01 cs.IR cs.LG 57%

Accelerating COVID-19 research with graph mining and transformer-based learning

Ilya Tyagin, Ankit Kulshrestha, Justin Sybrandt, Krish Matta, Michael Shtutman, Ilya Safro

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

2104.08801 2021-09-10 cs.CL cs.AI cs.LG 57%

Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval

Devang Kulshreshtha, Robert Belfer, Iulian Vlad Serban, Siva Reddy

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

Comments EMNLP 2021

1910.01480 2021-09-09 eess.IV 57%

Robust reconstruction of fluorescence molecular tomography with an optimized illumination pattern

Yan Liu, Wuwei Ren, Habib Ammari

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

Journal ref Inverse Problems & Imaging 14 (2020) 535-568

1909.00160 2021-09-07 cs.CL cs.AI cs.LG 57%

Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs

Soumya Sharma, Bishal Santra, Abhik Jana, T. Y. S. S. Santosh, Niloy Ganguly, Pawan Goyal

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

Comments EMNLP 2019 accepted short paper

2107.12337 2021-09-06 physics.optics eess.IV physics.bio-ph 57%

Giga-voxel multidimensional fluorescence imaging combining single-pixel detection and data fusion

Fernando Soldevila, Armin Lenz, Alberto Ghezzi, Andrea Farina, Cosimo D'Andrea, Enrique Tajahuerce

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

Comments 6 pages, 4 figures

Journal ref Optics Letters Vol. 46, Issue 17, pp. 4312-4315 (2021)

2108.12899 2021-08-31 cs.CL cs.LG 57%

Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation

Chenkai Sun, Weijiang Li, Jinfeng Xiao, Nikolaus Nova Parulian, ChengXiang Zhai, Heng Ji

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

2108.09353 2021-08-24 eess.SP cs.AI 57%

Temporally Nonstationary Component Analysis; Application to Noninvasive Fetal Electrocardiogram Extraction

Fahimeh Jamshidian-Tehrani, Reza Sameni, Christian Jutten

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

Comments 9 pages and 5 figures

2108.07380 2021-08-23 stat.ML cs.AI cs.LG econ.EM 57%

InfoGram and Admissible Machine Learning

Subhadeep Mukhopadhyay

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

Comments Keywords: Admissible machine learning; InfoGram; L-Features; Information-theory; ALFA-testing, Algorithmic risk management; Fairness; Interpretability; COREml; FINEml

2107.08957 2021-08-17 cs.CL cs.IR cs.LG 57%

Clinical Relation Extraction Using Transformer-based Models

Xi Yang, Zehao Yu, Yi Guo, Jiang Bian, Yonghui Wu

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

Comments 1 Figure; 29 pages

2106.08977 2021-08-03 cs.CL cs.AI cs.LG 57%

Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data

Haoming Jiang, Danqing Zhang, Tianyu Cao, Bing Yin, Tuo Zhao

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

Comments The 59th Annual Meeting of the Association for Computational Linguistics (ACL 2021)

2002.10388 2021-07-29 physics.optics eess.IV 57%

Maximum information states for coherent scattering measurements

Dorian Bouchet, Stefan Rotter, Allard P. Mosk

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

Journal ref Nature Physics 17, 564-568 (2021)

2107.12591 2021-07-28 cs.LG cs.AI 57%

Combining Probabilistic Logic and Deep Learning for Self-Supervised Learning

Hoifung Poon, Hai Wang, Hunter Lang

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

Comments Book chapter. arXiv admin note: substantial text overlap with arXiv:2012.12474, arXiv:1808.08485, arXiv:2008.12878

1. 生物医学文本 4507 篇

TorchDrug: A Powerful and Flexible Machine Learning Platform for Drug Discovery

Structured light dark-field microscope

Bandit Sampling for Multiplex Networks

Computational Imaging Without a Computer: Seeing Through Random Diffusers at the Speed of Light

A Review of Deep Learning Techniques for Markerless Human Motion on Synthetic Datasets

Validation and Transparency in AI systems for pharmacovigilance: a case study applied to the medical literature monitoring of adverse events

Deeper Clinical Document Understanding Using Relation Extraction

Deep dynamic modeling with just two time points: Can we still allow for individual trajectories?

Time-Series Estimation from Randomly Time-Warped Observations

MS2: Multi-Document Summarization of Medical Studies

Channel modeling for in-body optical wireless communications

Augmenting Knowledge Distillation With Peer-To-Peer Mutual Learning For Model Compression

Deep forecasting of translational impact in medical research

Compressibility of Distributed Document Representations

Network Representation Learning: From Preprocessing, Feature Extraction to Node Embedding

Multi-source Learning via Completion of Block-wise Overlapping Noisy Matrices

FoodChem: A food-chemical relation extraction model

Optimal Ensemble Construction for Multi-Study Prediction with Applications to COVID-19 Excess Mortality Estimation

Accelerating COVID-19 research with graph mining and transformer-based learning

Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval

Robust reconstruction of fluorescence molecular tomography with an optimized illumination pattern

Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs

Giga-voxel multidimensional fluorescence imaging combining single-pixel detection and data fusion

Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation

Temporally Nonstationary Component Analysis; Application to Noninvasive Fetal Electrocardiogram Extraction

InfoGram and Admissible Machine Learning

Clinical Relation Extraction Using Transformer-based Models

Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data

Maximum information states for coherent scattering measurements

Combining Probabilistic Logic and Deep Learning for Self-Supervised Learning