医学 AI - arXivDaily 专题

2312.01238 2023-12-05 cs.LG stat.AP stat.CO stat.ME stat.ML 57%

A deep learning pipeline for cross-sectional and longitudinal multiview data integration

Sarthak Jain, Sandra E. Safo

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

2311.18725 2023-12-01 stat.ME cs.LG stat.AP stat.ML 57%

AI in Pharma for Personalized Sequential Decision-Making: Methods, Applications and Opportunities

Yuhan Li, Hongtao Zhang, Keaven Anderson, Songzi Li, Ruoqing Zhu

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

2202.07403 2023-12-01 stat.ML cs.LG stat.AP 57%

Deep learning and differential equations for modeling changes in individual-level latent dynamics between observation periods

Göran Köber, Raffael Kalisch, Lara Puhlmann, Andrea Chmitorz, Anita Schick, Harald Binder

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

2111.12477 2023-11-21 cs.CL cs.LG 57%

Selection of pseudo-annotated data for adverse drug reaction classification across drug groups

Ilseyar Alimova, Elena Tutubalina

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

Comments Accepted to AIST 2021

Journal ref Analysis of Images, Social Networks and Texts. AIST 2021. Lecture Notes in Computer Science, vol 13217. Springer, Cham

2304.03571 2023-11-16 physics.flu-dyn cs.LG 57%

$β$-Variational autoencoders and transformers for reduced-order modelling of fluid flows

Alberto Solera-Rico, Carlos Sanmiguel Vila, M. A. Gómez, Yuning Wang, Abdulrahman Almashjary, Scott T. M. Dawson, Ricardo Vinuesa

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

2208.13290 2023-11-10 cs.LG 57%

Domain Adaptation Principal Component Analysis: base linear method for learning with out-of-distribution data

Evgeny M Mirkes, Jonathan Bac, Aziz Fouché, Sergey V. Stasenko, Andrei Zinovyev, Alexander N. Gorban

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

Journal ref Entropy, 25(1), 33, 2023

2311.04918 2023-11-10 cs.CL cs.LG 57%

Low-Resource Named Entity Recognition: Can One-vs-All AUC Maximization Help?

Ngoc Dang Nguyen, Wei Tan, Lan Du, Wray Buntine, Richard Beare, Changyou Chen

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

Comments 6 pages, 3 figures, ICDM 2023

2306.00904 2023-11-08 stat.ML cs.LG math.ST stat.TH 57%

Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions

Zhaolu Liu, Robert L. Peach, Pedro A. M. Mediano, Mauricio Barahona

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

Comments 22 pages, 9 figures

2311.03129 2023-11-07 stat.ML cs.LG 57%

Nonparametric modeling of the composite effect of multiple nutrients on blood glucose dynamics

Arina Odnoblyudova, Çağlar Hizli, ST John, Andrea Cognolato, Anne Juuti, Simo Särkkä, Kirsi Pietiläinen, Pekka Marttinen

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

2311.02110 2023-11-07 cs.NE cs.LG 57%

Feature Attribution Explanations for Spiking Neural Networks

Elisa Nguyen, Meike Nauta, Gwenn Englebienne, Christin Seifert

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

Comments Accepted at IEEE CogMI 2023, copyright final version IEEE

2310.18531 2023-10-31 cs.LG 57%

Feature Selection in the Contrastive Analysis Setting

Ethan Weinberger, Ian Covert, Su-In Lee

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

Comments NeurIPS 2023

2306.01859 2023-10-30 cs.CV cs.AI 57%

Spatially Resolved Gene Expression Prediction from H&E Histology Images via Bi-modal Contrastive Learning

Ronald Xie, Kuan Pang, Sai W. Chung, Catia T. Perciani, Sonya A. MacParland, Bo Wang, Gary D. Bader

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

2207.08911 2023-10-30 stat.ML cs.LG stat.CO stat.ME 57%

Deeply-Learned Generalized Linear Models with Missing Data

David K Lim, Naim U Rashid, Junier B Oliva, Joseph G Ibrahim

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

Journal ref Journal of Computational and Graphical Statistics, 2023

2310.16569 2023-10-26 cs.CV cs.CR 57%

Flow-Attention-based Spatio-Temporal Aggregation Network for 3D Mask Detection

Yuxin Cao, Yian Li, Yumeng Zhu, Derui Wang, Minhui Xue

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

Comments 13 pages, 5 figures. Accepted to NeurIPS 2023

2310.14366 2023-10-24 cs.CL cs.LG 57%

Bi-Encoders based Species Normalization -- Pairwise Sentence Learning to Rank

Zainab Awan, Tim Kahlke, Peter Ralph, Paul Kennedy

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

2305.01523 2023-10-17 cs.LG cs.AI cs.CE 57%

Towards Unified AI Drug Discovery with Multiple Knowledge Modalities

Yizhen Luo, Xing Yi Liu, Kai Yang, Kui Huang, Massimo Hong, Jiahuan Zhang, Yushuai Wu, Zaiqing Nie

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

Comments 10 pages, 6 figures

2306.09681 2023-10-11 physics.med-ph cs.LG 57%

Magnetic Resonance Spectroscopy Quantification Aided by Deep Estimations of Imperfection Factors and Macromolecular Signal

Dicheng Chen, Meijin Lin, Huiting Liu, Jiayu Li, Yirong Zhou, Taishan Kang, Liangjie Lin, Zhigang Wu, Jiazheng Wang, Jing Li, Jianzhong Lin, Xi Chen, Di Guo, Xiaobo Qu

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

2305.05640 2023-10-10 cs.AI cs.CL cs.LG 57%

Representation Learning for Person or Entity-centric Knowledge Graphs: An Application in Healthcare

Christos Theodoropoulos, Natasha Mulligan, Thaddeus Stappenbeck, Joao Bettencourt-Silva

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

Comments Accepted into the Twelfth International Conference on Knowledge Capture (K-CAP 2023)

2310.02398 2023-10-05 cs.LG 57%

Reducing Intraspecies and Interspecies Covariate Shift in Traumatic Brain Injury EEG of Humans and Mice Using Transfer Euclidean Alignment

Manoj Vishwanath, Steven Cao, Nikil Dutt, Amir M. Rahmani, Miranda M. Lim, Hung Cao

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

2107.10584 2023-10-04 physics.optics eess.IV 57%

Recognizing three-dimensional phase images with deep learning

Weiru Fan, Tianrun Chen, Xingqi Xu, Ziyang Chen, Huizhu Hu, Delong Zhang, Da-Wei Wang, Jixiong Pu, Shi-Yao Zhu

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

Journal ref Laser Photonics Rev. (2022)

2309.17007 2023-10-02 cs.LG cs.AI cs.CY 57%

Medical Foundation Models are Susceptible to Targeted Misinformation Attacks

Tianyu Han, Sven Nebelung, Firas Khader, Tianci Wang, Gustav Mueller-Franzes, Christiane Kuhl, Sebastian Försch, Jens Kleesiek, Christoph Haarburger, Keno K. Bressem, Jakob Nikolas Kather, Daniel Truhn

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

2309.16677 2023-10-02 cs.CV 57%

Mechanical Artifacts in Optical Projection Tomography: Classification and Automatic Calibration

Yan Liu, Jonathan Dong, Thanh-An Pham, Francois Marelli, Michael Unser

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

Comments Presented in ISCS2023. arXiv admin note: substantial text overlap with arXiv:2210.03513

2309.16593 2023-09-29 cs.AI cs.LG 57%

Navigating Healthcare Insights: A Birds Eye View of Explainability with Knowledge Graphs

Satvik Garg, Shivam Parikh, Somya Garg

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

Comments IEEE AIKE 2023, 8 Pages

2309.16175 2023-09-29 cs.CL cs.LG 57%

Using Weak Supervision and Data Augmentation in Question Answering

Chumki Basu, Himanshu Garg, Allen McIntosh, Sezai Sablak, John R. Wullert

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

2306.15898 2023-09-25 cs.CV 57%

Pseudo-Labeling Enhanced by Privileged Information and Its Application to In Situ Sequencing Images

Marzieh Haghighi, Mario C. Cruz, Erin Weisbart, Beth A. Cimini, Avtar Singh, Julia Bauman, Maria E. Lozada, Sanam L. Kavari, James T. Neal, Paul C. Blainey, Anne E. Carpenter, Shantanu Singh

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

Comments This paper has been accepted for publication at IJCAI 2023

Journal ref Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI), Main Track, Pages 4775-4784, 2023

2309.12279 2023-09-22 cs.LG stat.ML 57%

The Broad Impact of Feature Imitation: Neural Enhancements Across Financial, Speech, and Physiological Domains

Reza Khanmohammadi, Tuka Alhanai, Mohammad M. Ghassemi

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

2308.07832 2023-09-21 cs.LG cs.AI stat.ME 57%

REFORMS: Reporting Standards for Machine Learning Based Science

Sayash Kapoor, Emily Cantrell, Kenny Peng, Thanh Hien Pham, Christopher A. Bail, Odd Erik Gundersen, Jake M. Hofman, Jessica Hullman, Michael A. Lones, Momin M. Malik, Priyanka Nanayakkara, Russell A. Poldrack, Inioluwa Deborah Raji, Michael Roberts, Matthew J. Salganik, Marta Serra-Garcia, Brandon M. Stewart, Gilles Vandewiele, Arvind Narayanan

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

2304.06516 2023-09-20 eess.SP nlin.CD 57%

Denoising of discrete-time chaotic signals using echo state networks

André L. O. Duarte, Marcio Eisencraft

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

Comments Accepted for publication in Signal Processing - Elsevier

2309.06814 2023-09-14 cs.CL cs.AI cs.LG 57%

Comparative Analysis of Contextual Relation Extraction based on Deep Learning Models

R. Priyadharshini, G. Jeyakodi, P. Shanthi Bala

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

Comments This Paper Presented in the International Conference on FOSS Approaches towards Computational Intelligence and Language TTechnolog on February 2023, Thiruvananthapuram

Journal ref An International Journal of Engineering Science, March 2023

2305.02691 2023-08-28 cs.LG cs.SI 57%

PGB: A PubMed Graph Benchmark for Heterogeneous Network Representation Learning

Eric W Lee, Joyce C Ho

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

1. 生物医学文本 4516 篇

A deep learning pipeline for cross-sectional and longitudinal multiview data integration

AI in Pharma for Personalized Sequential Decision-Making: Methods, Applications and Opportunities

Deep learning and differential equations for modeling changes in individual-level latent dynamics between observation periods

Selection of pseudo-annotated data for adverse drug reaction classification across drug groups

$β$-Variational autoencoders and transformers for reduced-order modelling of fluid flows

Domain Adaptation Principal Component Analysis: base linear method for learning with out-of-distribution data

Low-Resource Named Entity Recognition: Can One-vs-All AUC Maximization Help?

Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions

Nonparametric modeling of the composite effect of multiple nutrients on blood glucose dynamics

Feature Attribution Explanations for Spiking Neural Networks

Feature Selection in the Contrastive Analysis Setting

Spatially Resolved Gene Expression Prediction from H&E Histology Images via Bi-modal Contrastive Learning

Deeply-Learned Generalized Linear Models with Missing Data

Flow-Attention-based Spatio-Temporal Aggregation Network for 3D Mask Detection

Bi-Encoders based Species Normalization -- Pairwise Sentence Learning to Rank

Towards Unified AI Drug Discovery with Multiple Knowledge Modalities

Magnetic Resonance Spectroscopy Quantification Aided by Deep Estimations of Imperfection Factors and Macromolecular Signal

Representation Learning for Person or Entity-centric Knowledge Graphs: An Application in Healthcare

Reducing Intraspecies and Interspecies Covariate Shift in Traumatic Brain Injury EEG of Humans and Mice Using Transfer Euclidean Alignment

Recognizing three-dimensional phase images with deep learning

Medical Foundation Models are Susceptible to Targeted Misinformation Attacks

Mechanical Artifacts in Optical Projection Tomography: Classification and Automatic Calibration

Navigating Healthcare Insights: A Birds Eye View of Explainability with Knowledge Graphs

Using Weak Supervision and Data Augmentation in Question Answering

Pseudo-Labeling Enhanced by Privileged Information and Its Application to In Situ Sequencing Images

The Broad Impact of Feature Imitation: Neural Enhancements Across Financial, Speech, and Physiological Domains

REFORMS: Reporting Standards for Machine Learning Based Science

Denoising of discrete-time chaotic signals using echo state networks

Comparative Analysis of Contextual Relation Extraction based on Deep Learning Models

PGB: A PubMed Graph Benchmark for Heterogeneous Network Representation Learning