医学 AI - arXivDaily 专题

2312.08083 2024-04-26 stat.ML cs.LG 57%

Training of Neural Networks with Uncertain Data: A Mixture of Experts Approach

Lucas Luttner

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

2310.19454 2024-04-22 cs.LG stat.ML 57%

MMM and MMMSynth: Clustering of heterogeneous tabular data, and synthetic data generation

Chandrani Kumari, Rahul Siddharthan

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

Comments 17 pages, 5 figures

Journal ref PLOS ONE 19(4): e0302271 (2024)

2404.12408 2024-04-22 cs.LG stat.ML 57%

Benchmarking changepoint detection algorithms on cardiac time series

Ayse Cakmak, Erik Reinertsen, Shamim Nemati, Gari D. Clifford

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

Comments 24 pages, 2 figures

2404.11148 2024-04-18 cs.AI cs.LG 57%

Explainable Machine Learning System for Predicting Chronic Kidney Disease in High-Risk Cardiovascular Patients

Nantika Nguycharoen

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

Comments 9 pages, 5 figures

2404.03804 2024-04-08 stat.ML cs.LG stat.AP stat.ME 57%

TransformerLSR: Attentive Joint Model of Longitudinal Data, Survival, and Recurrent Events with Concurrent Latent Structure

Zhiyue Zhang, Yao Zhao, Yanxun Xu

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

2403.20246 2024-04-01 cs.LG cs.HC 57%

Enhancing Dimension-Reduced Scatter Plots with Class and Feature Centroids

Daniel B. Hier, Tayo Obafemi-Ajayi, Gayla R. Olbricht, Devin M. Burns, Sasha Petrenko, Donald C. Wunsch

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

Comments Submitted to 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

2403.12948 2024-03-20 cs.LG stat.ML 57%

On Safety in Safe Bayesian Optimization

Christian Fiedler, Johanna Menn, Lukas Kreisköther, Sebastian Trimpe

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

2311.15056 2024-03-20 cs.LG cs.AI 57%

Accurate and interpretable drug-drug interaction prediction enabled by knowledge subgraph learning

Yaqing Wang, Zaifei Yang, Quanming Yao

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

Comments Accepted to Nature Communications (Medicine)

2310.04297 2024-03-20 eess.IV 57%

A Plug-and-Play Image Registration Network

Junhao Hu, Weijie Gan, Zhixin Sun, Hongyu An, Ulugbek S. Kamilov

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

2310.18515 2024-03-19 cs.LG 57%

Learning to design protein-protein interactions with enhanced generalization

Anton Bushuiev, Roman Bushuiev, Petr Kouba, Anatolii Filkin, Marketa Gabrielova, Michal Gabriel, Jiri Sedlar, Tomas Pluskal, Jiri Damborsky, Stanislav Mazurenko, Josef Sivic

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

2403.08194 2024-03-14 cs.LG stat.ML 57%

Unsupervised Learning of Hybrid Latent Dynamics: A Learn-to-Identify Framework

Yubo Ye, Sumeet Vadhavkar, Xiajun Jiang, Ryan Missel, Huafeng Liu, Linwei Wang

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

Comments Under Review

2402.01724 2024-03-14 cs.CL cs.AI cs.LG 57%

CERM: Context-aware Literature-based Discovery via Sentiment Analysis

Julio Christian Young, Uchenna Akujuobi

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

2403.04758 2024-03-08 cs.HC cs.AI cs.CY cs.LG 57%

KnowledgeVIS: Interpreting Language Models by Comparing Fill-in-the-Blank Prompts

Adam Coscia, Alex Endert

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

Comments Accepted to IEEE TVCG. 20 pages, 10 figures, 1 table. For a demo video, see https://youtu.be/hBX4rSUMr_I . For a live demo, visit https://adamcoscia.com/papers/knowledgevis/demo/ . The source code is available at https://github.com/AdamCoscia/KnowledgeVIS

2310.07229 2024-03-08 cs.LG 57%

ProFSA: Self-supervised Pocket Pretraining via Protein Fragment-Surroundings Alignment

Bowen Gao, Yinjun Jia, Yuanle Mo, Yuyan Ni, Weiying Ma, Zhiming Ma, Yanyan Lan

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

2401.17580 2024-02-22 cs.LG cs.AI 57%

Graph Contrastive Learning with Cohesive Subgraph Awareness

Yucheng Wu, Leye Wang, Xiao Han, Han-Jia Ye

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

2402.10951 2024-02-20 cs.CL cs.LG 57%

DAEDRA: A language model for predicting outcomes in passive pharmacovigilance reporting

Chris von Csefalvay

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

2302.07930 2024-02-19 cs.LG stat.ME stat.ML 57%

Interpretable Deep Learning Methods for Multiview Learning

Hengkang Wang, Han Lu, Ju Sun, Sandra E Safo

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

Comments Published in BMC Bioinformatics (https://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-024-05679-9)

Journal ref BMC Bioinformatics 25, 69 (2024)

2402.06284 2024-02-12 cs.NE cs.CV 57%

Towards Chip-in-the-loop Spiking Neural Network Training via Metropolis-Hastings Sampling

Ali Safa, Vikrant Jaltare, Samira Sebt, Kameron Gano, Johannes Leugering, Georges Gielen, Gert Cauwenberghs

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

2402.03509 2024-02-07 cs.CL cs.AI cs.LG 57%

Evaluating the Factuality of Zero-shot Summarizers Across Varied Domains

Sanjana Ramprasad, Kundan Krishna, Zachary C Lipton, Byron C Wallace

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

2402.01963 2024-02-06 cs.LG cs.CL cs.IR 57%

Improving Large-Scale k-Nearest Neighbor Text Categorization with Label Autoencoders

Francisco J. Ribadas-Pena, Shuyuan Cao, Víctor M. Darriba Bilbao

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

Comments 22 pages, 4 figures

Journal ref Mathematics 2022, 10(16), 2867

2402.01916 2024-02-06 cs.IR cs.CL cs.LG 57%

CoLe and LYS at BioASQ MESINESP8 Task: similarity based descriptor assignment in Spanish

Francisco J. Ribadas-Pena, Shuyuan Cao, Elmurod Kuriyozov

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

Comments Accepted at the 8th BioASQ Workshop at the 11th Conference and Labs of the Evaluation Forum (CLEF) 2020. 11 pages

Journal ref Working Notes of CLEF 2020. Vol. 2696 of CEUR Workshop Proceedings (CEUR-WS.org)

2401.15139 2024-01-31 q-fin.PM cs.LG stat.ME stat.ML 57%

FDR-Controlled Portfolio Optimization for Sparse Financial Index Tracking

Jasin Machkour, Daniel P. Palomar, Michael Muma

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

1311.3269 2024-01-29 cs.CV 57%

On a non-local spectrogram for denoising one-dimensional signals

Gonzalo Galiano, Julián Velasco

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

Comments 13 pages

Journal ref Appl Math Comput 244 (2014) 859-869

2306.10456 2024-01-25 cs.LG cs.AI 57%

Advancing Biomedicine with Graph Representation Learning: Recent Progress, Challenges, and Future Directions

Fang Li, Yi Nian, Zenan Sun, Cui Tao

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

Comments Accepted by 2023 IMIA Yearbook of Medical Informatics

Journal ref Yearb Med Inform . 2023 Aug;32(1):215-224. Epub 2023 Dec 26

2210.03317 2024-01-17 physics.med-ph eess.IV 57%

Ultrashort echo time and zero echo time MR imaging and their applications at high magnetic fields: A literature survey

Soham Sharad More, Xiaoliang Zhang

专题命中生物医学文本：MRI(abstract)；分类 eess.IV

2401.05568 2024-01-12 cond-mat.mtrl-sci cs.LG physics.comp-ph 57%

Phase discovery with active learning: Application to structural phase transitions in equiatomic NiTi

Jonathan Vandermause, Anders Johansson, Yucong Miao, Joost J. Vlassak, Boris Kozinsky

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

2309.15427 2024-01-01 cs.CL cs.AI cs.LG 57%

Graph Neural Prompting with Large Language Models

Yijun Tian, Huan Song, Zichen Wang, Haozhu Wang, Ziqing Hu, Fang Wang, Nitesh V. Chawla, Panpan Xu

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

Comments Accepted by AAAI 2024

2312.15353 2023-12-27 cs.LG 57%

Representing Outcome-driven Higher-order Dependencies in Graphs of Disease Trajectories

Steven J. Krieg, Nitesh V. Chawla, Keith Feldman

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

2312.04546 2023-12-08 cs.LG cs.AI stat.AP stat.ML 57%

Adversarial Learning for Feature Shift Detection and Correction

Miriam Barrabes, Daniel Mas Montserrat, Margarita Geleta, Xavier Giro-i-Nieto, Alexander G. Ioannidis

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

2312.03303 2023-12-07 cs.AI cs.CL cs.LG 57%

Dyport: Dynamic Importance-based Hypothesis Generation Benchmarking Technique

Ilya Tyagin, Ilya Safro

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

Training of Neural Networks with Uncertain Data: A Mixture of Experts Approach

MMM and MMMSynth: Clustering of heterogeneous tabular data, and synthetic data generation

Benchmarking changepoint detection algorithms on cardiac time series

Explainable Machine Learning System for Predicting Chronic Kidney Disease in High-Risk Cardiovascular Patients

TransformerLSR: Attentive Joint Model of Longitudinal Data, Survival, and Recurrent Events with Concurrent Latent Structure

Enhancing Dimension-Reduced Scatter Plots with Class and Feature Centroids

On Safety in Safe Bayesian Optimization

Accurate and interpretable drug-drug interaction prediction enabled by knowledge subgraph learning

A Plug-and-Play Image Registration Network

Learning to design protein-protein interactions with enhanced generalization

Unsupervised Learning of Hybrid Latent Dynamics: A Learn-to-Identify Framework

CERM: Context-aware Literature-based Discovery via Sentiment Analysis

KnowledgeVIS: Interpreting Language Models by Comparing Fill-in-the-Blank Prompts

ProFSA: Self-supervised Pocket Pretraining via Protein Fragment-Surroundings Alignment

Graph Contrastive Learning with Cohesive Subgraph Awareness

DAEDRA: A language model for predicting outcomes in passive pharmacovigilance reporting

Interpretable Deep Learning Methods for Multiview Learning

Towards Chip-in-the-loop Spiking Neural Network Training via Metropolis-Hastings Sampling

Evaluating the Factuality of Zero-shot Summarizers Across Varied Domains

Improving Large-Scale k-Nearest Neighbor Text Categorization with Label Autoencoders

CoLe and LYS at BioASQ MESINESP8 Task: similarity based descriptor assignment in Spanish

FDR-Controlled Portfolio Optimization for Sparse Financial Index Tracking

On a non-local spectrogram for denoising one-dimensional signals

Advancing Biomedicine with Graph Representation Learning: Recent Progress, Challenges, and Future Directions

Ultrashort echo time and zero echo time MR imaging and their applications at high magnetic fields: A literature survey

Phase discovery with active learning: Application to structural phase transitions in equiatomic NiTi

Graph Neural Prompting with Large Language Models

Representing Outcome-driven Higher-order Dependencies in Graphs of Disease Trajectories

Adversarial Learning for Feature Shift Detection and Correction

Dyport: Dynamic Importance-based Hypothesis Generation Benchmarking Technique