医学 AI - arXivDaily 专题

2408.04641 2024-08-12 cs.CL cs.AI cs.LG 57%

GPT-3 Powered Information Extraction for Building Robust Knowledge Bases

Ritabrata Roy Choudhury, Soumik Dey

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

2408.03339 2024-08-08 cs.HC cs.AI cs.ET cs.IR cs.LG 57%

The Ontoverse: Democratising Access to Knowledge Graph-based Data Through a Cartographic Interface

Johannes Zimmermann, Dariusz Wiktorek, Thomas Meusburger, Miquel Monge-Dalmau, Antonio Fabregat, Alexander Jarasch, Günter Schmidt, Jorge S. Reis-Filho, T. Ian Simpson

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

2408.03223 2024-08-07 cs.LG 57%

Don't Think It Twice: Exploit Shift Invariance for Efficient Online Streaming Inference of CNNs

Christodoulos Kechris, Jonathan Dan, Jose Miranda, David Atienza

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

2311.08640 2024-08-06 cs.CL cs.LG 57%

Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation

Jiachen Zhao, Wenlong Zhao, Andrew Drozdov, Benjamin Rozonoyer, Md Arafat Sultan, Jay-Yoon Lee, Mohit Iyyer, Andrew McCallum

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

Comments ACL 2024

2408.00237 2024-08-02 stat.ML cs.LG stat.ME 57%

Empirical Bayes Linked Matrix Decomposition

Eric F. Lock

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

Comments 29 pages, 8 figures

Journal ref Machine Learning, 2024

2407.21236 2024-08-01 cs.LG 57%

GNUMAP: A Parameter-Free Approach to Unsupervised Dimensionality Reduction via Graph Neural Networks

Jihee You, So Won Jeong, Claire Donnat

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

2407.20697 2024-07-31 stat.ML cs.LG 57%

Weak neural variational inference for solving Bayesian inverse problems without forward models: applications in elastography

Vincent C. Scholz, Yaohua Zang, Phaedon-Stelios Koutsourelakis

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

2402.05140 2024-07-29 cs.LG cs.AI cs.CL 57%

Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains

Junhong Shen, Neil Tenenholtz, James Brian Hall, David Alvarez-Melis, Nicolo Fusi

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

Comments ICML 2024

2302.08261 2024-07-25 cs.LG 57%

Knowledge-augmented Graph Machine Learning for Drug Discovery: A Survey

Zhiqiang Zhong, Anastasia Barkova, Davide Mottin

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

2402.10373 2024-07-18 cs.CL cs.AI cs.LG 57%

BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Yanis Labrak, Adrien Bazoge, Emmanuel Morin, Pierre-Antoine Gourraud, Mickael Rouvier, Richard Dufour

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

Comments Accepted at ACL 2024 - Proceedings of the 62st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Journal ref Proceedings of the 62st Annual Meeting of the Association for Computational Linguistics - Volume 1: Long Papers (ACL 2024)

2405.14896 2024-07-04 stat.AP cs.LG stat.CO stat.ME stat.ML 57%

Study on spike-and-wave detection in epileptic signals using t-location-scale distribution and the K-nearest neighbors classifier

Antonio Quintero-Rincón, Jorge Prendes, Valeria Muro, Carlos D'Giano

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

Comments 7 pages, 6 figures, INPROCEEDINGS IEEE paper

Journal ref 2017 IEEE URUCON Conferences

2407.02485 2024-07-03 cs.CL cs.AI cs.IR cs.LG 57%

RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs

Yue Yu, Wei Ping, Zihan Liu, Boxin Wang, Jiaxuan You, Chao Zhang, Mohammad Shoeybi, Bryan Catanzaro

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

2305.02012 2024-07-01 stat.ML cs.AI cs.LG 57%

A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME

Ahmed Salih, Zahra Raisi-Estabragh, Ilaria Boscolo Galazzo, Petia Radeva, Steffen E. Petersen, Gloria Menegaz, Karim Lekadir

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

2406.17578 2024-06-26 eess.IV 57%

Sparse-view Signal-domain Photoacoustic Tomography Reconstruction Method Based on Neural Representation

Bowei Yao, Yi Zeng, Haizhao Dai, Qing Wu, Youshen Xiao, Fei Gao, Yuyao Zhang, Jingyi Yu, Xiran Cai

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

2406.15918 2024-06-25 cs.CV 57%

DISentangled Counterfactual Visual interpretER (DISCOVER) generalizes to natural images

Oded Rotem, Assaf Zaritsky

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

2406.10031 2024-06-25 cs.LG cs.AI physics.data-an physics.optics 57%

Deep Learning Domain Adaptation to Understand Physico-Chemical Processes from Fluorescence Spectroscopy Small Datasets: Application to Ageing of Olive Oil

Umberto Michelucci, Francesca Venturini

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

2406.14864 2024-06-24 cs.LG stat.AP stat.ML 57%

A review of feature selection strategies utilizing graph data structures and knowledge graphs

Sisi Shao, Pedro Henrique Ribeiro, Christina Ramirez, Jason H. Moore

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

2404.19303 2024-06-19 cs.AI cs.CV 57%

Data Set Terminology of Deep Learning in Medicine: A Historical Review and Recommendation

Shannon L. Walston, Hiroshi Seki, Hirotaka Takita, Yasuhito Mitsuyama, Shingo Sato, Akifumi Hagiwara, Rintaro Ito, Shouhei Hanaoka, Yukio Miki, Daiju Ueda

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

Comments 20 pages, 3 figures, 3 tables

2406.11486 2024-06-18 cs.CL cs.LG 57%

Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency

Vasiliki Kougia, Anastasiia Sedova, Andreas Stephan, Klim Zaporojets, Benjamin Roth

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

2401.08923 2024-06-14 physics.optics cs.CV physics.app-ph 57%

Subwavelength Imaging using a Solid-Immersion Diffractive Optical Processor

Jingtian Hu, Kun Liao, Niyazi Ulas Dinc, Carlo Gigli, Bijie Bai, Tianyi Gan, Xurong Li, Hanlong Chen, Xilin Yang, Yuhang Li, Cagatay Isil, Md Sadman Sakib Rahman, Jingxi Li, Xiaoyong Hu, Mona Jarrahi, Demetri Psaltis, Aydogan Ozcan

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

Comments 32 Pages, 9 Figures

Journal ref eLight (2024)

2404.00474 2024-06-06 cs.LG cs.AI cs.CL stat.ML 57%

Linguistic Calibration of Long-Form Generations

Neil Band, Xuechen Li, Tengyu Ma, Tatsunori Hashimoto

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

Comments ICML 2024. Code available at https://github.com/tatsu-lab/linguistic_calibration

2401.16779 2024-05-30 physics.optics cs.CV physics.app-ph 57%

All-optical complex field imaging using diffractive processors

Jingxi Li, Yuhang Li, Tianyi Gan, Che-Yung Shen, Mona Jarrahi, Aydogan Ozcan

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

Comments 25 Pages, 6 Figures

Journal ref Light: Science & Applications (2024)

2405.06604 2024-05-13 cs.CL cs.LG 57%

Explaining Text Similarity in Transformer Models

Alexandros Vasileiou, Oliver Eberle

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

Comments Accepted to NAACL 2024

2310.01012 2024-05-02 cs.LG cs.AI stat.ML 57%

Unconstrained Stochastic CCA: Unifying Multiview and Self-Supervised Learning

James Chapman, Lennie Wells, Ana Lawry Aguila

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

2403.07592 2024-04-26 cs.CV 57%

Accurate Spatial Gene Expression Prediction by integrating Multi-resolution features

Youngmin Chung, Ji Hun Ha, Kyeong Chan Im, Joo Sang Lee

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

Comments Accepted to CVPR 2024

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

1. 生物医学文本 4507 篇

GPT-3 Powered Information Extraction for Building Robust Knowledge Bases

The Ontoverse: Democratising Access to Knowledge Graph-based Data Through a Cartographic Interface

Don't Think It Twice: Exploit Shift Invariance for Efficient Online Streaming Inference of CNNs

Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation

Empirical Bayes Linked Matrix Decomposition

GNUMAP: A Parameter-Free Approach to Unsupervised Dimensionality Reduction via Graph Neural Networks

Weak neural variational inference for solving Bayesian inverse problems without forward models: applications in elastography

Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains

Knowledge-augmented Graph Machine Learning for Drug Discovery: A Survey

BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Study on spike-and-wave detection in epileptic signals using t-location-scale distribution and the K-nearest neighbors classifier

RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs

A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME

Sparse-view Signal-domain Photoacoustic Tomography Reconstruction Method Based on Neural Representation

DISentangled Counterfactual Visual interpretER (DISCOVER) generalizes to natural images

Deep Learning Domain Adaptation to Understand Physico-Chemical Processes from Fluorescence Spectroscopy Small Datasets: Application to Ageing of Olive Oil

A review of feature selection strategies utilizing graph data structures and knowledge graphs

Data Set Terminology of Deep Learning in Medicine: A Historical Review and Recommendation

Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency

Subwavelength Imaging using a Solid-Immersion Diffractive Optical Processor

Linguistic Calibration of Long-Form Generations

All-optical complex field imaging using diffractive processors

Explaining Text Similarity in Transformer Models

Unconstrained Stochastic CCA: Unifying Multiview and Self-Supervised Learning

Accurate Spatial Gene Expression Prediction by integrating Multi-resolution features

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