医学 AI - arXivDaily 专题

2207.10305 2022-10-03 cs.LG 57%

Detecting Small Query Graphs in A Large Graph via Neural Subgraph Search

Yunsheng Bai, Derek Xu, Yizhou Sun, Wei Wang

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

2209.08706 2022-09-20 physics.med-ph eess.SP 57%

Photoacoustic vector tomography for deep hemodynamic imaging

Yang Zhang, Joshua Olick-Gibson, Anjul Khadria, Lihong V. Wang

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

2001.02856 2022-09-19 stat.ML cs.LG 57%

D-GCCA: Decomposition-based Generalized Canonical Correlation Analysis for Multi-view High-dimensional Data

Hai Shu, Zhe Qu, Hongtu Zhu

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

Comments The publisher's version is available at https://www.jmlr.org/papers/v23/20-021.html

Journal ref Journal of Machine Learning Research, 23(169):1-64, 2022

2209.07407 2022-09-16 cs.NE cs.AI cs.LG cs.RO physics.bio-ph physics.flu-dyn 57%

Chemotaxis of sea urchin sperm cells through deep reinforcement learning

Chaojie Mo, Xin Bian

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

2112.00166 2022-09-13 cs.CV 57%

TALISMAN: Targeted Active Learning for Object Detection with Rare Classes and Slices using Submodular Mutual Information

Suraj Kothawade, Saikat Ghosh, Sumit Shekhar, Yu Xiang, Rishabh Iyer

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

Comments To Appear In European Conference on Computer Vision (ECCV) 2022

2209.03272 2022-09-13 eess.SP 57%

Compact and Robust Deep Learning Architecture for Fluorescence Lifetime Imaging and FPGA Implementation

Zhenya Zang, Dong Xiao, Quan Wang, Ziao Jiao, Chen Yu, David Day-Uei Li

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

Comments 13 pages, 14 figures

2004.11098 2022-09-07 stat.ML cs.LG 57%

A Kernel Two-sample Test for Dynamical Systems

Friedrich Solowjow, Dominik Baumann, Christian Fiedler, Andreas Jocham, Thomas Seel, Sebastian Trimpe

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

2209.00865 2022-09-05 cs.LG 57%

Diffusion-based Molecule Generation with Informative Prior Bridges

Lemeng Wu, Chengyue Gong, Xingchao Liu, Mao Ye, Qiang Liu

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

2105.10400 2022-08-03 cs.LG 57%

Word-level Text Highlighting of Medical Texts for Telehealth Services

Ozan Ozyegen, Devika Kabe, Mucahit Cevik

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

Comments 33 pages, 7 figures, 2 tables

2205.00428 2022-08-02 physics.optics cs.CV cs.NE 57%

Analysis of Diffractive Neural Networks for Seeing Through Random Diffusers

Yuhang Li, Yi Luo, Bijie Bai, Aydogan Ozcan

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

Comments 42 Pages, 9 Figures

Journal ref IEEE Journal of Selected Topics in Quantum Electronics (2022)

2207.14617 2022-08-01 cs.LG cs.AI cs.CL 57%

KG-NSF: Knowledge Graph Completion with a Negative-Sample-Free Approach

Adil Bahaj, Safae Lhazmir, Mounir Ghogho

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

Comments 16 pages, 7 figures

2207.07028 2022-07-15 cs.LG 57%

Early Detection of Ovarian Cancer by Wavelet Analysis of Protein Mass Spectra

Dixon Vimalajeewa, Scott Alan Bruce, Brani Vidakovic

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

Comments Pages 18, 8 figures

2207.01093 2022-07-05 stat.ML cs.LG math.PR math.ST stat.ME stat.TH 57%

Mathematical Foundations of Graph-Based Bayesian Semi-Supervised Learning

Nicolas García Trillos, Daniel Sanz-Alonso, Ruiyi Yang

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

Comments To appear in Notices of the AMS

2203.03185 2022-06-28 stat.ML cs.LG 57%

Covariate-Balancing-Aware Interpretable Deep Learning models for Treatment Effect Estimation

Kan Chen, Qishuo Yin, Qi Long

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

1906.05925 2022-06-22 cs.LG cs.HC cs.MM stat.ML 57%

Deep Learning Development Environment in Virtual Reality

Kevin C. VanHorn, Meyer Zinn, Murat Can Cobanoglu

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

Journal ref Virtual Reality 26, 159-171 (2022)

2206.08738 2022-06-20 cs.LG 57%

Detecting Adversarial Examples in Batches -- a geometrical approach

Danush Kumar Venkatesh, Peter Steinbach

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

Comments Submitted to AdvML workshop at ICML2022

2206.01696 2022-06-08 cs.LG 57%

Deep Learning Prediction of Severe Health Risks for Pediatric COVID-19 Patients with a Large Feature Set in 2021 BARDA Data Challenge

Sajid Mahmud, Elham Soltanikazemi, Frimpong Boadu, Ashwin Dhakal, Jianlin Cheng

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

Comments Acknowledgment updated, minor typos fixed

2206.02238 2022-06-07 cs.AI cs.LG cs.SC 57%

OntoMerger: An Ontology Integration Library for Deduplicating and Connecting Knowledge Graph Nodes

David Geleta, Andriy Nikolov, Mark ODonoghue, Benedek Rozemberczki, Anna Gogleva, Valentina Tamma, Terry R. Payne

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

Comments Code available under: https://github.com/AstraZeneca/onto_merger

2206.01137 2022-06-03 cs.CL cs.LG 57%

Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation

Virginia Adams, Sandeep Subramanian, Mike Chrzanowski, Oleksii Hrinchuk, Oleksii Kuchaiev

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

2112.08739 2022-06-02 cs.CV cs.AI 57%

Forensic Analysis of Synthetically Generated Western Blot Images

Sara Mandelli, Davide Cozzolino, Edoardo D. Cannas, Joao P. Cardenuto, Daniel Moreira, Paolo Bestagini, Walter J. Scheirer, Anderson Rocha, Luisa Verdoliva, Stefano Tubaro, Edward J. Delp

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

2205.10247 2022-05-23 cs.LG 57%

SADAM: Stochastic Adam, A Stochastic Operator for First-Order Gradient-based Optimizer

Wei Zhang, Yu Bao

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

Comments 9 pages, 4 figures, an advanced first-order optimizer

2112.02682 2022-05-05 cs.AI cs.CL cs.LG 57%

BERTMap: A BERT-based Ontology Alignment System

Yuan He, Jiaoyan Chen, Denvar Antonyrajah, Ian Horrocks

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

Comments Full version (with appendix) of the accepted paper in 36th AAAI Conference on Artificial Intelligence 2022

2106.04509 2022-05-03 physics.bio-ph cs.LG 57%

MoCL: Data-driven Molecular Fingerprint via Knowledge-aware Contrastive Learning from Molecular Graph

Mengying Sun, Jing Xing, Huijun Wang, Bin Chen, Jiayu Zhou

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

Comments MoCL: Contrastive Learning on Molecular Graphs with Multi-level Domain Knowledge

2204.14081 2022-05-02 cs.CL cs.LG 57%

Few-shot learning for medical text: A systematic review

Yao Ge, Yuting Guo, Yuan-Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker

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

2107.03730 2022-04-12 stat.ML cs.LG 57%

Encoding Domain Information with Sparse Priors for Inferring Explainable Latent Variables

Arber Qoku, Florian Buettner

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

Comments 7 pages, 9 figures, Joint KDD 2021 Health Day and 2021 KDD Workshop on Applied Data Science for Healthcare

2204.03489 2022-04-08 cs.CL cs.LG 57%

Position-based Prompting for Health Outcome Generation

M. Abaho, D. Bollegala, P. Williamson, S. Dodd

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

2204.01666 2022-04-05 cs.CV 57%

A Novel Capsule Neural Network Based Model for Drowsiness Detection Using Electroencephalography Signals

Luis Guarda, Juan Tapia, Enrique Lopez Droguett, Marcelo Ramos

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

2203.15827 2022-03-31 cs.CL cs.LG 57%

LinkBERT: Pretraining Language Models with Document Links

Michihiro Yasunaga, Jure Leskovec, Percy Liang

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

Comments Published at ACL 2022. Code, data, and pretrained models are available at https://github.com/michiyasunaga/LinkBERT

2203.14710 2022-03-29 cs.CL cs.LG 57%

Hierarchical Transformer Model for Scientific Named Entity Recognition

Urchade Zaratiana, Pierre Holat, Nadi Tomeh, Thierry Charnois

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

2203.11317 2022-03-23 cs.CL cs.LG 57%

The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error

Katherine Atwell, Anthony Sicilia, Seong Jae Hwang, Malihe Alikhani

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

Detecting Small Query Graphs in A Large Graph via Neural Subgraph Search

Photoacoustic vector tomography for deep hemodynamic imaging

D-GCCA: Decomposition-based Generalized Canonical Correlation Analysis for Multi-view High-dimensional Data

Chemotaxis of sea urchin sperm cells through deep reinforcement learning

TALISMAN: Targeted Active Learning for Object Detection with Rare Classes and Slices using Submodular Mutual Information

Compact and Robust Deep Learning Architecture for Fluorescence Lifetime Imaging and FPGA Implementation

A Kernel Two-sample Test for Dynamical Systems

Diffusion-based Molecule Generation with Informative Prior Bridges

Word-level Text Highlighting of Medical Texts for Telehealth Services

Analysis of Diffractive Neural Networks for Seeing Through Random Diffusers

KG-NSF: Knowledge Graph Completion with a Negative-Sample-Free Approach

Early Detection of Ovarian Cancer by Wavelet Analysis of Protein Mass Spectra

Mathematical Foundations of Graph-Based Bayesian Semi-Supervised Learning

Covariate-Balancing-Aware Interpretable Deep Learning models for Treatment Effect Estimation

Deep Learning Development Environment in Virtual Reality

Detecting Adversarial Examples in Batches -- a geometrical approach

Deep Learning Prediction of Severe Health Risks for Pediatric COVID-19 Patients with a Large Feature Set in 2021 BARDA Data Challenge

OntoMerger: An Ontology Integration Library for Deduplicating and Connecting Knowledge Graph Nodes

Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation

Forensic Analysis of Synthetically Generated Western Blot Images

SADAM: Stochastic Adam, A Stochastic Operator for First-Order Gradient-based Optimizer

BERTMap: A BERT-based Ontology Alignment System

MoCL: Data-driven Molecular Fingerprint via Knowledge-aware Contrastive Learning from Molecular Graph

Few-shot learning for medical text: A systematic review

Encoding Domain Information with Sparse Priors for Inferring Explainable Latent Variables

Position-based Prompting for Health Outcome Generation

A Novel Capsule Neural Network Based Model for Drowsiness Detection Using Electroencephalography Signals

LinkBERT: Pretraining Language Models with Document Links

Hierarchical Transformer Model for Scientific Named Entity Recognition

The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error