医学 AI - arXivDaily 专题

2112.06149 2021-12-15 eess.IV cs.CV 62%

Two New Stenosis Detection Methods of Coronary Angiograms

Yaofang Liu, Xinyue Zhang, Wenlong Wan, Shaoyu Liu, Yingdi Liu, Hu Liu, Xueying Zeng, Qing Zhang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments We submitted the paper due to an operational error. This paper is a modified version of the original paper Two New Stenoses Detection Methods of Coronary Angiograms (arXiv:2108.01516). And we will update the revised paper to the original paper later

2112.05322 2021-12-13 cs.AR cs.CV eess.IV 62%

Dynamic hardware system for cascade SVM classification of melanoma

Shereen Afifi, Hamid GholamHosseini, Roopak Sinha

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments Journal paper, 9 pages, 4 figures, 4 tables

Journal ref Neural Computing & Applications 32 (2020) pp.1777-1788

2112.03571 2021-12-08 cs.LG cs.CY eess.SP 62%

Neural Networks for Infectious Diseases Detection: Prospects and Challenges

Muhammad Azeem, Shumaila Javaid, Hamza Fahim, Nasir Saeed

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments Submitted to IEEE/ACM Transactions on Computational Biology and Bioinformatics

1704.03296 2021-12-06 cs.CV cs.AI cs.LG stat.ML 62%

Interpretable Explanations of Black Boxes by Meaningful Perturbation

Ruth Fong, Andrea Vedaldi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG

Comments Final camera-ready paper published at ICCV 2017 (Supplementary materials: http://openaccess.thecvf.com/content_ICCV_2017/supplemental/Fong_Interpretable_Explanations_of_ICCV_2017_supplemental.pdf)

Journal ref Proceedings of the 2017 IEEE International Conference on Computer Vision (ICCV)

2112.01320 2021-12-03 eess.IV cs.CV 62%

Multi-task fusion for improving mammography screening data classification

Maria Wimmer, Gert Sluiter, David Major, Dimitrios Lenis, Astrid Berg, Theresa Neubauer, Katja Bühler

专题命中诊断辅助：pathology(abstract)；分类 cs.CV、eess.IV

Comments Accepted for publication in IEEE Transactions on Medical Imaging

2111.15569 2021-12-01 eess.SP cs.LG 62%

Scalable Machine Learning Architecture for Neonatal Seizure Detection on Ultra-Edge Devices

Vishal Nagarajan, Ashwini Muralidharan, Deekshitha Sriraman, Pravin Kumar S

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 6 pages, 5 figures, Accepted at 2nd International Conference on Artificial Intelligence and Signal Processing (AISP) 2022

2111.12886 2021-11-29 eess.IV cs.CV 62%

Morphological feature visualization of Alzheimer's disease via Multidirectional Perception GAN

Wen Yu, Baiying Lei, Yanyan Shen, Shuqiang Wang, Yong Liu, Zhiguang Feng, Yong Hu, Michael K. Ng

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、eess.IV

2105.10358 2021-11-23 eess.SP cs.LG 62%

Automated Detection of Abnormalities from an EEG Recording of Epilepsy Patients With a Compact Convolutional Neural Network

Taku Shoji, Noboru Yoshida, Toshihisa Tanaka

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、eess.SP

2111.03997 2021-11-10 eess.IV cs.AI cs.CV physics.med-ph 62%

The Three-Dimensional Structural Configuration of the Central Retinal Vessel Trunk and Branches as a Glaucoma Biomarker

Satish K. Panda, Haris Cheong, Tin A. Tun, Thanadet Chuangsuwanich, Aiste Kadziauskiene, Vijayalakshmi Senthil, Ramaswami Krishnadas, Martin L. Buist, Shamira Perera, Ching-Yu Cheng, Tin Aung, Alexandre H. Thiery, Michael J. A. Girard

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、eess.IV

2111.03753 2021-11-09 cs.DC cs.LG cs.SE eess.SP 62%

CloudRCA: A Root Cause Analysis Framework for Cloud Computing Platforms

Yingying Zhang, Zhengxiong Guan, Huajie Qian, Leili Xu, Hengbo Liu, Qingsong Wen, Liang Sun, Junwei Jiang, Lunting Fan, Min Ke

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments Accepted by CIKM 2021; 10 pages, 3 figures, 12 tables

Journal ref 30th ACM International Conference on Information and Knowledge Management (CIKM 2021)

2111.03268 2021-11-08 cs.LG eess.SP 62%

Neural Network Based Epileptic EEG Detection and Classification

Shivam Gupta, Jyoti Meena, O. P Gupta

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 10 Pages, 3 Tables and 6 Figures

Journal ref Advances in Distributed Computing and Artificial Intelligence Journal,Vol. 9 No. 2 (2020), Articles, pages 23-32

2104.04006 2021-11-04 eess.IV cs.CV 62%

DenResCov-19: A deep transfer learning network for robust automatic classification of COVID-19, pneumonia, and tuberculosis from X-rays

Michail Mamalakis, Andrew J. Swift, Bart Vorselaars, Surajit Ray, Simonne Weeks, Weiping Ding, Richard H. Clayton, Louise S. Mackenzie, Abhirup Banerjee

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、eess.IV

Journal ref 2021, Computerized Medical Imaging and Graphics

2107.11786 2021-11-03 eess.IV cs.CV 62%

Deep Learning-based Frozen Section to FFPE Translation

Kutsev Bengisu Ozyoruk, Sermet Can, Guliz Irem Gokceler, Kayhan Basak, Derya Demir, Gurdeniz Serin, Uguray Payam Hacisalihoglu, Emirhan Kurtuluş, Berkan Darbaz, Ming Y. Lu, Tiffany Y. Chen, Drew F. K. Williamson, Funda Yilmaz, Faisal Mahmood, Mehmet Turan

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、eess.IV

2012.04905 2021-10-22 cs.LG cs.CV 62%

ESAD: End-to-end Deep Semi-supervised Anomaly Detection

Chaoqin Huang, Fei Ye, Peisen Zhao, Ya Zhang, Yan-Feng Wang, Qi Tian

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG

Comments Accepted by BMVC 2021

2110.04071 2021-10-11 eess.SP cs.LG 62%

Generative Pre-Trained Transformer for Cardiac Abnormality Detection

Pierre Louis Gaudilliere, Halla Sigurthorsdottir, Clémentine Aguet, Jérôme Van Zaen, Mathieu Lemay, Ricard Delgado-Gonzalo

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 4 pages, 2 figures, accepted for publication in CinC 2021

2106.02392 2021-10-05 eess.SP cs.LG 62%

Ambulatory blood pressure monitoring versus office blood pressure measurement: Are there sex differences?

Aleksandar Miladinović, Miloš Ajčević, Giulia Siveri, Laura Liguori, Lorenzo Pascazio, Agostino Accardo

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、eess.SP

2109.11066 2021-09-24 cs.CV cs.LG 62%

A two-step machine learning approach for crop disease detection: an application of GAN and UAV technology

Aaditya Prasad, Nikhil Mehta, Matthew Horak, Wan D. Bae

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG

Comments 13 pages, 5 figures Preprint of an article submitted for consideration in the International Journal on Artificial Intelligence Tools, 2021, World Scientific Publishing Company, https://www.worldscientific.com/worldscinet/ijait

2109.10478 2021-09-23 cs.CV cs.LG 62%

AI in Osteoporosis

Sokratis Makrogiannis, Keni Zheng

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG

2105.00447 2021-09-22 cs.CV cs.LG 62%

Automatic Visual Inspection of Rare Defects: A Framework based on GP-WGAN and Enhanced Faster R-CNN

Masoud Jalayer, Reza Jalayer, Amin Kaboli, Carlotta Orsenigo, Carlo Vercellis

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG

Comments 13 pages, submitted for THE IEEE INTERNATIONAL CONFERENCE ON INDUSTRY 4.0, ARTIFICIAL INTELLIGENCE, AND COMMUNICATIONS TECHNOLOGY (IAICT2021)

2107.13467 2021-08-19 cs.CV cs.AI cs.LG 62%

Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation

Xiaofeng Liu, Site Li, Yubin Ge, Pengyi Ye, Jane You, Jun Lu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG

Comments Accepted to ICCV 2021 (Oral)

2105.03068 2021-08-10 eess.IV cs.CV 62%

Self-Adaptive Transfer Learning for Multicenter Glaucoma Classification in Fundus Retina Images

Yiming Bao, Jun Wang, Tong Li, Linyan Wang, Jianwei Xu, Juan Ye, Dahong Qian

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 10 pages, 2 figures

2108.00421 2021-08-03 cs.LG cs.CV 62%

Automated Pest Detection with DNN on the Edge for Precision Agriculture

Andrea Albanese, Matteo Nardello, Davide Brunelli

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG

Comments 10 pages, 12 figures, 3 tables

2107.13277 2021-07-29 cs.CV cs.LG 62%

A Novel CropdocNet for Automated Potato Late Blight Disease Detection from the Unmanned Aerial Vehicle-based Hyperspectral Imagery

Yue Shi, Liangxiu Han, Anthony Kleerekoper, Sheng Chang, Tongle Hu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG

2107.11945 2021-07-27 eess.IV cs.CV 62%

A Unified Hyper-GAN Model for Unpaired Multi-contrast MR Image Translation

Heran Yang, Jian Sun, Liwei Yang, Zongben Xu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments 11 pages, 4 figures, accepted by MICCAI 2021

2107.10746 2021-07-23 eess.SP cs.LG 62%

High Frequency EEG Artifact Detection with Uncertainty via Early Exit Paradigm

Lorena Qendro, Alexander Campbell, Pietro Liò, Cecilia Mascolo

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments ICML 2021 Workshop on Human In the Loop Learning

2107.00968 2021-07-05 cs.CV cs.LG 62%

Parasitic Egg Detection and Classification in Low-cost Microscopic Images using Transfer Learning

Thanaphon Suwannaphong, Sawaphob Chavana, Sahapol Tongsom, Duangdao Palasuwan, Thanarat H. Chalidabhongse, Nantheera Anantrasirichai

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG

Comments 7 pages, 9 figures, Preprint submitted to Elsevier

2106.14148 2021-06-29 cs.LG cs.CV physics.ins-det 62%

Machine Learning Detection Algorithm for Large Barkhausen Jumps in Cluttered Environment

Roger Alimi, Amir Ivry, Elad Fisher, Eyal Weiss

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG

Comments Accepted to IEEE Magnetics Letters

Journal ref pp. 1-5, vol. 10, year 2019

2106.12175 2021-06-24 eess.IV cs.CV 62%

Deformed2Self: Self-Supervised Denoising for Dynamic Medical Imaging

Junshen Xu, Elfar Adalsteinsson

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、eess.IV

2008.06997 2021-06-09 eess.IV cs.CV 62%

Deep Learning Predicts Cardiovascular Disease Risks from Lung Cancer Screening Low Dose Computed Tomography

Hanqing Chao, Hongming Shan, Fatemeh Homayounieh, Ramandeep Singh, Ruhani Doda Khera, Hengtao Guo, Timothy Su, Ge Wang, Mannudeep K. Kalra, Pingkun Yan

专题命中诊断辅助：CT(abstract)；分类 cs.CV、eess.IV

2101.06425 2021-06-08 eess.IV cs.CV 62%

Morphological Change Forecasting for Prostate Glands using Feature-based Registration and Kernel Density Extrapolation

Qianye Yang, Tom Vercauteren, Yunguan Fu, Francesco Giganti, Nooshin Ghavami, Vasilis Stavrinides, Caroline Moore, Matt Clarkson, Dean Barratt, Yipeng Hu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、eess.IV

Comments Accepted by ISBI 2021

1. 诊断辅助 8264 篇

Two New Stenosis Detection Methods of Coronary Angiograms

Dynamic hardware system for cascade SVM classification of melanoma

Neural Networks for Infectious Diseases Detection: Prospects and Challenges

Interpretable Explanations of Black Boxes by Meaningful Perturbation

Multi-task fusion for improving mammography screening data classification

Scalable Machine Learning Architecture for Neonatal Seizure Detection on Ultra-Edge Devices

Morphological feature visualization of Alzheimer's disease via Multidirectional Perception GAN

Automated Detection of Abnormalities from an EEG Recording of Epilepsy Patients With a Compact Convolutional Neural Network

The Three-Dimensional Structural Configuration of the Central Retinal Vessel Trunk and Branches as a Glaucoma Biomarker

CloudRCA: A Root Cause Analysis Framework for Cloud Computing Platforms

Neural Network Based Epileptic EEG Detection and Classification

DenResCov-19: A deep transfer learning network for robust automatic classification of COVID-19, pneumonia, and tuberculosis from X-rays

Deep Learning-based Frozen Section to FFPE Translation

ESAD: End-to-end Deep Semi-supervised Anomaly Detection

Generative Pre-Trained Transformer for Cardiac Abnormality Detection

Ambulatory blood pressure monitoring versus office blood pressure measurement: Are there sex differences?

A two-step machine learning approach for crop disease detection: an application of GAN and UAV technology

AI in Osteoporosis

Automatic Visual Inspection of Rare Defects: A Framework based on GP-WGAN and Enhanced Faster R-CNN

Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation

Self-Adaptive Transfer Learning for Multicenter Glaucoma Classification in Fundus Retina Images

Automated Pest Detection with DNN on the Edge for Precision Agriculture

A Novel CropdocNet for Automated Potato Late Blight Disease Detection from the Unmanned Aerial Vehicle-based Hyperspectral Imagery

A Unified Hyper-GAN Model for Unpaired Multi-contrast MR Image Translation

High Frequency EEG Artifact Detection with Uncertainty via Early Exit Paradigm

Parasitic Egg Detection and Classification in Low-cost Microscopic Images using Transfer Learning

Machine Learning Detection Algorithm for Large Barkhausen Jumps in Cluttered Environment

Deformed2Self: Self-Supervised Denoising for Dynamic Medical Imaging

Deep Learning Predicts Cardiovascular Disease Risks from Lung Cancer Screening Low Dose Computed Tomography

Morphological Change Forecasting for Prostate Glands using Feature-based Registration and Kernel Density Extrapolation