医学 AI - arXivDaily 专题

2303.09056 2023-03-17 cs.AI 67%

Generating synthetic multi-dimensional molecular-mediator time series data for artificial intelligence-based disease trajectory forecasting and drug development digital twins: Considerations

Gary An, Chase Cockrell

专题命中生物医学文本：medical AI(abstract)；biomedical(abstract)

Comments 16 pages, 2 Figures

2303.00715 2023-03-02 stat.AP 67%

Mixture of regressions with multivariate responses for discovering subtypes in Alzheimer's biomarkers with detection limits

Ganzhong Tian, John Hanfelt, James Lah, Benjamin Risk

专题命中生物医学文本：pathology(abstract)；diagnosis(abstract)

2301.03980 2023-01-11 cs.CL cs.AI 67%

Language Models sounds the Death Knell of Knowledge Graphs

Kunal Suri, Atul Singh, Prakhar Mishra, Swapna Sourav Rout, Rajesh Sabapathy

专题命中生物医学文本：CT(abstract)；diagnosis(abstract)

Comments 5 pages

2210.06765 2022-10-14 physics.bio-ph 67%

DNA Scaffold Carrier Assisted Protein Translocation Through Solid-State Nanopore

Jing Yang, Juan Wang, Ranfeng Wu, Yiming Chen, Cheng Zhang

专题命中生物医学文本：diagnosis(abstract)；biomedical(abstract)

2109.13604 2021-09-29 eess.IV cs.AI cs.CV cs.LG 67%

Real-Time Glaucoma Detection from Digital Fundus Images using Self-ONNs

Ozer Can Devecioglu, Junaid Malik, Turker Ince, Serkan Kiranyaz, Eray Atalay, Moncef Gabbouj

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

2010.07038 2021-08-06 cs.CY cs.AI stat.ME stat.ML 67%

OnRAMP for Regulating AI in Medical Products

David Higgins

专题命中生物医学文本：medical AI(abstract)；biomedical(abstract)

Comments 46 pages, 3 tables, 1 figure. Published in Advanced Intelligent Systems, July 2021. (See DOI link)

Journal ref Advanced Intelligent Systems, 2021, 42

2003.10303 2021-08-06 cs.CY cs.AI cs.HC stat.AP stat.ML 67%

From Bit To Bedside: A Practical Framework For Artificial Intelligence Product Development In Healthcare

David Higgins, Vince I. Madai

专题命中生物医学文本：medical AI(abstract)；biomedical(abstract)

Comments 30 pages, 4 figures

Journal ref Advanced Intelligent Systems, 2020, 52

2103.03877 2021-07-30 eess.IV cs.CV cs.LG physics.optics 67%

Neural network-based image reconstruction in swept-source optical coherence tomography using undersampled spectral data

Yijie Zhang, Tairan Liu, Manmohan Singh, Yilin Luo, Yair Rivenson, Kirill V. Larin, Aydogan Ozcan

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

Comments 20 Pages, 7 Figures, 1 Table

Journal ref Light: Science & Applications (2021)

2105.11692 2021-05-26 cs.CV cs.LG eess.IV 67%

A Geometry-Informed Deep Learning Framework for Ultra-Sparse 3D Tomographic Image Reconstruction

Liyue Shen, Wei Zhao, Dante Capaldi, John Pauly, Lei Xing

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

2104.13786 2021-04-29 eess.IV cs.CV cs.LG 67%

Unsupervised Detection of Cancerous Regions in Histology Imagery using Image-to-Image Translation

Dejan Stepec, Danijel Skocaj

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

Comments CVPR 2021 CVMI workshop

1911.12159 2021-04-28 eess.IV cs.CV cs.LG 67%

Shearlets as Feature Extractor for Semantic Edge Detection: The Model-Based and Data-Driven Realm

Héctor Andrade-Loarca, Gitta Kutyniok, Ozan Öktem

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

Comments 30 pages, 12 figures. To appear in Proceedings of the Royal Society. Mathematical, physical and engineering sciences

2103.12966 2021-03-25 cond-mat.soft 67%

Hierarchical deep reinforcement learning controlled three-dimensional navigation of microrobots in blood vessels

Yuguang Yang, Michael A. Bevan, Bo Li

专题命中生物医学文本：diagnosis(abstract)；biomedical(abstract)

2103.05115 2021-03-10 eess.IV cs.CV cs.LG 67%

Deep reinforcement learning in medical imaging: A literature review

S. Kevin Zhou, Hoang Ngan Le, Khoa Luu, Hien V. Nguyen, Nicholas Ayache

专题命中生物医学文本：medical image(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 39 pages, 20 figures

2010.09622 2020-10-20 eess.IV cs.LG eess.SP 67%

Inferring respiratory and circulatory parameters from electrical impedance tomography with deep recurrent models

Nils Strodthoff, Claas Strodthoff, Tobias Becher, Norbert Weiler, Inéz Frerichs

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

Comments 6 pages, 3 figures

2010.03295 2020-10-09 cs.CL 67%

COMETA: A Corpus for Medical Entity Linking in the Social Media

Marco Basaldella, Fangyu Liu, Ehsan Shareghi, Nigel Collier

专题命中生物医学文本：CT(abstract)；biomedical(abstract)

Comments Accepted to EMNLP 2020

2006.10575 2020-06-19 eess.SP cs.CV cs.LG 67%

A Review of 1D Convolutional Neural Networks toward Unknown Substance Identification in Portable Raman Spectrometer

M. Hamed Mozaffari, Li-Lin Tay

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

Comments 19 pages, 1 figure, 5 tables

1510.00072 2019-12-24 cs.ET 67%

On Boosting the Throughput with Minimal Emitted No. of Molecules for the Diffusion-Based Molecular Communication networks: Prospective and Challenges

Ahmad Yousef

专题命中生物医学文本：diagnosis(abstract)；biomedical(abstract)

1903.10377 2019-03-26 physics.med-ph 67%

Axon diameters and myelin content modulate microscopic fractional anisotropy at short diffusion times in fixed rat spinal cord

Noam Shemesh

专题命中生物医学文本：MRI(abstract)；biomedical(abstract)

Journal ref Frontiers in Physics 2018; 6, 49

1807.00106 2018-11-14 physics.med-ph 67%

Reliable Gene Mutation Prediction in Clear Cell Renal Cell Carcinoma through Multi-classifier Multi-objective Radiogenomics Model

Xi Chen, Zhiguo Zhou, Raquibul Hannan, Kimberly Thomas, Ivan Pedrosa, Payal Kapur, James Brugarolas, Xuanqin Mou, Jing Wang

专题命中生物医学文本：medical image(abstract)；CT(abstract)

1810.09707 2018-10-24 eess.IV q-bio.QM 67%

Cell detection on image-based immunoassays

Pol del Aguila Pla, Joakim Jaldén

专题命中生物医学文本：biomedical(abstract,comments)；分类 q-bio、eess.IV

Comments 5 pages, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), Washington, DC, USA, April 4-7, 2018

Journal ref 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), pp. 431-435, 2018

1806.10740 2018-06-29 physics.bio-ph physics.med-ph 67%

Fe3O4@astragalus polysaccharide core-shell nanoparticles for iron deficiency anemia therapy and magnetic resonance imaging in vivo

Kai Wang, Lina Li, Xiaoguang Xu, Liying Lu, Jian Wang, Shuyan Wang, Yining Wang, Zhengyu Jin, Jin Zhong Zhang, Yong Jiang

专题命中生物医学文本：MRI(abstract)；biomedical(abstract)

1506.08253 2017-02-28 stat.ME stat.AP 67%

Bayesian Inference for Latent Biologic Structure with Determinantal Point Processes (DPP)

Yanxun Xu, Peter Mueller, Donatello Telesca

专题命中生物医学文本：MRI(abstract)；biomedical(abstract)

1509.05563 2016-01-20 physics.bio-ph 67%

Computational Studies about the Interactions of Nanomaterials with Proteins and their Impacts

Deyi An, Jiguo Su, Chunhua Li, Jingyuan Li

专题命中生物医学文本：diagnosis(abstract)；biomedical(abstract)

Comments 14 pages, 3 figures

1504.06936 2015-04-28 cs.AI cs.CL cs.IR 67%

Concept Extraction to Identify Adverse Drug Reactions in Medical Forums: A Comparison of Algorithms

Alejandro Metke-Jimenez, Sarvnaz Karimi

专题命中生物医学文本：CT(abstract)；biomedical(abstract)

1305.3332 2014-01-14 cond-mat.mes-hall cond-mat.mtrl-sci physics.med-ph 67%

In-vivo magnetic resonance imaging of hyperpolarized silicon particles

M. C. Cassidy, H. R. Chan, B. D. Ross, P. K. Bhattacharya, C. M. Marcus

专题命中生物医学文本：MRI(abstract)；biomedical(abstract)

Comments Supplemental Material included

Journal ref Nature Nanotechnology 8, 363 (2013)

1110.2400 2011-10-12 cs.DL 67%

The CHRONIOUS Ontology-Driven Search Tool: Enabling Access to Focused and Up-to-Date Healthcare Literature

Stephan Kiefer, Jochen Rauch, Riccardo Albertoni, Marco Attene, Franca Giannini, Simone Marini, Luc Schneider, Carlos Mesquita, Xin Xing, Michael Lawo

专题命中生物医学文本：pathology(abstract)；biomedical(abstract)

Comments published in eChallenges e-2011 Conference Proceedings Paul Cunningham and Miriam Cunningham (Eds) IIMC International Information Management Corporation, 2011 ISBN: 978-1-905824-27-4

2602.20100 2026-02-24 cs.CV cs.AI eess.IV 66%

Transcending the Annotation Bottleneck: AI-Powered Discovery in Biology and Medicine

突破标注瓶颈：人工智能在生物学和医学中的发现

Soumick Chatterjee

机构 * Human Technopole, Milan, Italy（米兰人类技术极地）； Faculty of Computer Science, Otto von Guericke University Magdeburg, Magdeburg, Germany（计算机科学系，奥托·冯·格里克大学马格德堡）

专题命中生物医学文本：MRI(abstract)；分类 cs.CV、eess.IV；biomedical(journal_ref)

AI总结本文提出通过无监督学习突破生物医学领域标注瓶颈，实现对心脏特征、基因表达和病理检测的高效发现与分析。

Journal ref Artificial Intelligence for Biomedical Data, AIBIO 2025, CCIS 2696, pp 243-248, 2026

2406.01403 2024-06-04 eess.IV cs.CV 66%

An expert-driven data generation pipeline for histological images

Roberto Basla, Loris Giulivi, Luca Magri, Giacomo Boracchi

专题命中生物医学文本：biomedical(abstract,comments)；分类 cs.CV、eess.IV

Comments 5 pages, Accepted at the International Symposium on Biomedical Imaging (ISBI) 2024, Code available at https://github.com/rb-sl/ExpertDrivenNuclei

2011.08562 2022-02-09 cs.LG eess.SP 66%

A Deep Neural Network for SSVEP-based Brain-Computer Interfaces

Osman Berke Guney, Muhtasham Oblokulov, Huseyin Ozkan

专题命中生物医学文本：biomedical(abstract,journal_ref)；分类 cs.LG、eess.SP

Comments 12 pages, 9 figures

Journal ref IEEE Transactions on Biomedical Engineering, vol. 69, no. 2, pp. 932-944, 2022

1806.07237 2018-06-20 cs.CV cs.LG 66%

Magnetic Resonance Spectroscopy Quantification using Deep Learning

Nima Hatami, Michaël Sdika, Hélène Ratiney

专题命中生物医学文本：biomedical(abstract)；分类 cs.CV、cs.LG；medical image(comments)

Comments 21st International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2018)

1. 生物医学文本 4507 篇

Generating synthetic multi-dimensional molecular-mediator time series data for artificial intelligence-based disease trajectory forecasting and drug development digital twins: Considerations

Mixture of regressions with multivariate responses for discovering subtypes in Alzheimer's biomarkers with detection limits

Language Models sounds the Death Knell of Knowledge Graphs

DNA Scaffold Carrier Assisted Protein Translocation Through Solid-State Nanopore

Real-Time Glaucoma Detection from Digital Fundus Images using Self-ONNs

OnRAMP for Regulating AI in Medical Products

From Bit To Bedside: A Practical Framework For Artificial Intelligence Product Development In Healthcare

Neural network-based image reconstruction in swept-source optical coherence tomography using undersampled spectral data

A Geometry-Informed Deep Learning Framework for Ultra-Sparse 3D Tomographic Image Reconstruction

Unsupervised Detection of Cancerous Regions in Histology Imagery using Image-to-Image Translation

Shearlets as Feature Extractor for Semantic Edge Detection: The Model-Based and Data-Driven Realm

Hierarchical deep reinforcement learning controlled three-dimensional navigation of microrobots in blood vessels

Deep reinforcement learning in medical imaging: A literature review

Inferring respiratory and circulatory parameters from electrical impedance tomography with deep recurrent models

COMETA: A Corpus for Medical Entity Linking in the Social Media

A Review of 1D Convolutional Neural Networks toward Unknown Substance Identification in Portable Raman Spectrometer

On Boosting the Throughput with Minimal Emitted No. of Molecules for the Diffusion-Based Molecular Communication networks: Prospective and Challenges

Axon diameters and myelin content modulate microscopic fractional anisotropy at short diffusion times in fixed rat spinal cord

Reliable Gene Mutation Prediction in Clear Cell Renal Cell Carcinoma through Multi-classifier Multi-objective Radiogenomics Model

Cell detection on image-based immunoassays

Fe3O4@astragalus polysaccharide core-shell nanoparticles for iron deficiency anemia therapy and magnetic resonance imaging in vivo

Bayesian Inference for Latent Biologic Structure with Determinantal Point Processes (DPP)

Computational Studies about the Interactions of Nanomaterials with Proteins and their Impacts

Concept Extraction to Identify Adverse Drug Reactions in Medical Forums: A Comparison of Algorithms

In-vivo magnetic resonance imaging of hyperpolarized silicon particles

The CHRONIOUS Ontology-Driven Search Tool: Enabling Access to Focused and Up-to-Date Healthcare Literature

Transcending the Annotation Bottleneck: AI-Powered Discovery in Biology and Medicine

An expert-driven data generation pipeline for histological images

A Deep Neural Network for SSVEP-based Brain-Computer Interfaces

Magnetic Resonance Spectroscopy Quantification using Deep Learning