医学 AI - arXivDaily 专题

2011.05260 2022-03-23 cs.LG 57%

ATCN: Resource-Efficient Processing of Time Series on Edge

Mohammadreza Baharani, Hamed Tabkhi

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

Comments Published in ACM Trans. Embed. Comput. Syst. (March 2022)

2203.07856 2022-03-16 cs.CL cs.LG 57%

Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting

Ilias Chalkidis, Anders Søgaard

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

Comments 9 pages, long paper at ACL 2022 Findings

2102.04252 2022-03-15 cs.CY cs.AI cs.LG 57%

HINT: Hierarchical Interaction Network for Trial Outcome Prediction Leveraging Web Data

Tianfan Fu, Kexin Huang, Cao Xiao, Lucas M. Glass, Jimeng Sun

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

2203.01616 2022-03-04 cs.LG cs.RO 57%

Physics-Data Driven Machine Learning Based Model: A Hybrid Way for Nonlinear, Dynamic, and Open-loop Identification of IPMC Soft Artificial Muscles

Mohsen Annabestani, Mohammad Hossein Sayyad, Zahra Meskar, Mehdi Fardmanesh, Barbara Mazzolai

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

2202.10580 2022-02-23 cs.LG cs.AI 57%

Benchmarking missing-values approaches for predictive models on health databases

Alexandre Perez-Lebel, Gaël Varoquaux, Marine Le Morvan, Julie Josse, Jean-Baptiste Poline

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

Comments GigaScience, Oxford Univ Press, In press

2202.10560 2022-02-23 cs.LG 57%

Moment Matching Deep Contrastive Latent Variable Models

Ethan Weinberger, Nicasia Beebe-Wang, Su-In Lee

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

Comments AISTATS 2022 Camera-ready

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

1. 生物医学文本 4518 篇

ATCN: Resource-Efficient Processing of Time Series on Edge

Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting

HINT: Hierarchical Interaction Network for Trial Outcome Prediction Leveraging Web Data

Physics-Data Driven Machine Learning Based Model: A Hybrid Way for Nonlinear, Dynamic, and Open-loop Identification of IPMC Soft Artificial Muscles

Benchmarking missing-values approaches for predictive models on health databases

Moment Matching Deep Contrastive Latent Variable Models

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