医学 AI - arXivDaily 专题

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

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

1. 生物医学文本 4507 篇

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

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