医学 AI - arXivDaily 专题

2206.04684 2022-06-13 eess.IV cs.CV 62%

Structure-consistent Restoration Network for Cataract Fundus Image Enhancement

Heng Li, Haofeng Liu, Huazhu Fu, Hai Shu, Yitian Zhao, Xiaoling Luo, Yan Hu, Jiang Liu

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

2206.04399 2022-06-10 cs.CV cs.ET cs.LG 62%

Depression Recognition using Remote Photoplethysmography from Facial Videos

Constantino Álvarez Casado, Manuel Lage Cañellas, Miguel Bordallo López

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

Comments 10 pages, 5 figures, 8 tables

2206.03239 2022-06-08 cs.LG eess.SP 62%

Analyzing the impact of feature selection on the accuracy of heart disease prediction

Muhammad Salman Pathan, Avishek Nag, Muhammad Mohisn Pathan, Soumyabrata Dev

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

Comments Published in Healthcare Analytics, 2022

2206.00252 2022-06-03 cs.CV cs.AI cs.LG 62%

Interpretable Deep Learning Classifier by Detection of Prototypical Parts on Kidney Stones Images

Daniel Flores-Araiza, Francisco Lopez-Tiro, Elias Villalvazo-Avila, Jonathan El-Beze, Jacques Hubert, Gilberto Ochoa-Ruiz, Christian Daul

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

Comments Extended abstract accepted at LatinX in Computer Vision Research Workshop, at CVPR 2022

2205.04695 2022-05-11 eess.IV cs.CV 62%

Automatic Detection of Microaneurysms in OCT Images Using Bag of Features

Elahe Sadat Kazemi Nasab, Ramin Almasi, Bijan Shoushtarian, Ehsan Golkar, Hossein Rabbani

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

2205.03702 2022-05-11 eess.IV cs.CV cs.CY 62%

Keratoconus Classifier for Smartphone-based Corneal Topographer

Siddhartha Gairola, Pallavi Joshi, Anand Balasubramaniam, Kaushik Murali, Nipun Kwatra, Mohit Jain

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

Comments 4 pages

2205.04234 2022-05-10 cs.CV cs.LG 62%

An Effective Scheme for Maize Disease Recognition based on Deep Networks

Saeedeh Osouli, Behrouz Bolourian Haghighi, Ehsan Sadrossadat

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

2110.09192 2022-05-09 cs.LG cs.CV stat.ME stat.ML 62%

Learning Optimal Conformal Classifiers

David Stutz, Krishnamurthy, Dvijotham, Ali Taylan Cemgil, Arnaud Doucet

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

Comments ICLR 2022

2204.13349 2022-04-29 cs.LG cs.CV 62%

Continual Learning with Bayesian Model based on a Fixed Pre-trained Feature Extractor

Yang Yang, Zhiying Cui, Junjie Xu, Changhong Zhong, Wei-Shi Zheng, Ruixuan Wang

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

2204.13232 2022-04-29 cs.LG cs.AI cs.CV 62%

Adversarial Fine-tune with Dynamically Regulated Adversary

Pengyue Hou, Ming Zhou, Jie Han, Petr Musilek, Xingyu Li

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

2204.08166 2022-04-19 cs.CV cs.LG 62%

TOD-CNN: An Effective Convolutional Neural Network for Tiny Object Detection in Sperm Videos

Shuojia Zou, Chen Li, Hongzan Sun, Peng Xu, Jiawei Zhang, Pingli Ma, Yudong Yao, Xinyu Huang, Marcin Grzegorzek

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

Comments 17 pages, 12 figures

2204.02403 2022-04-07 eess.IV cs.CV 62%

Explainable Deep Learning Algorithm for Distinguishing Incomplete Kawasaki Disease by Coronary Artery Lesions on Echocardiographic Imaging

Haeyun Lee, Yongsoon Eun, Jae Youn Hwang, Lucy Youngmin Eun

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

2203.14820 2022-03-29 eess.SP cs.LG 62%

Convolutional Neural Networks for Reflective Event Detection and Characterization in Fiber Optical Links Given Noisy OTDR Signals

Khouloud Abdelli, Helmut Griesser, Stephan Pachnicke

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

Comments Photonic Networks; 22th ITG Symposium May 2021

2203.12604 2022-03-24 eess.SP cs.LG 62%

Optical Fiber Fault Detection and Localization in a Noisy OTDR Trace Based on Denoising Convolutional Autoencoder and Bidirectional Long Short-Term Memory

Khouloud Abdelli, Helmut Griesser, Carsten Tropschug, Stephan Pachnicke

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

Comments Journal of Lightwave Technology 2022

2108.06763 2022-03-24 cs.CV cs.AI eess.IV 62%

Two Eyes Are Better Than One: Exploiting Binocular Correlation for Diabetic Retinopathy Severity Grading

Peisheng Qian, Ziyuan Zhao, Cong Chen, Zeng Zeng, Xiaoli Li

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

Comments Accepted in 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, IEEE EMBC 2021

Journal ref 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

2203.10626 2022-03-22 cs.LG cs.CV 62%

Automated Detection of Acute Promyelocytic Leukemia in Blood Films and Bone Marrow Aspirates with Annotation-free Deep Learning

Petru Manescu, Priya Narayanan, Christopher Bendkowski, Muna Elmi, Remy Claveau, Vijay Pawar, Biobele J. Brown, Mike Shaw, Anupama Rao, Delmiro Fernandez-Reyes

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

Comments 13 pages, 2 tables, 5 figures

2109.10472 2022-03-21 physics.med-ph cs.CV eess.IV physics.bio-ph 62%

Rotor Localization and Phase Mapping of Cardiac Excitation Waves using Deep Neural Networks

Jan Lebert, Namita Ravi, Flavio Fenton, Jan Christoph

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

Journal ref Front. Physiol. 12 (2021) 782176

2202.07191 2022-03-18 cs.CV cs.LG 62%

Improving Human Sperm Head Morphology Classification with Unsupervised Anatomical Feature Distillation

Yejia Zhang, Jingjing Zhang, Xiaomin Zha, Yiru Zhou, Yunxia Cao, Danny Z. Chen

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

Comments Accepted to ISBI 2022 proceedings

2104.08336 2022-03-15 eess.SP cs.AI cs.LG 62%

Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis

Siyi Tang, Jared A. Dunnmon, Khaled Saab, Xuan Zhang, Qianying Huang, Florian Dubost, Daniel L. Rubin, Christopher Lee-Messer

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

Comments Published as a conference paper at ICLR 2022

Journal ref ICLR 2022

2203.03627 2022-03-09 eess.IV cs.CV 62%

Multi-channel deep convolutional neural networks for multi-classifying thyroid disease

Xinyu Zhang, Vincent CS. Lee, Jia Rong, James C. Lee, Jiangning Song, Feng Liu

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

2202.12936 2022-03-01 eess.SP cs.AI cs.LG 62%

Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG Signals

Ravikiran Parameshwara, Soujanya Narayana, Murugappan Murugappan, Ramanathan Subramanian, Ibrahim Radwan, Roland Goecke

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

Comments 12 pages, 6 figures

2202.11377 2022-02-24 cs.CV eess.IV 62%

Multi-scale Sparse Representation-Based Shadow Inpainting for Retinal OCT Images

Yaoqi Tang, Yufan Li, Hongshan Liu, Jiaxuan Li, Peiyao Jin, Yu Gan, Yuye Ling, Yikai Su

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

2103.08467 2022-02-09 cs.LG eess.SP 62%

Ensemble approach for detection of depression using EEG features

Egils Avots, Klavs Jermakovs, Maie Bachmann, Laura Paeske, Cagri Ozcinar, Gholamreza Anbarjafari

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

Comments 8 pages, 2 figures

2110.03002 2022-02-07 eess.IV cs.CV 62%

Multi-Scale Convolutional Neural Network for Automated AMD Classification using Retinal OCT Images

Saman Sotoudeh-Paima, Ata Jodeiri, Fedra Hajizadeh, Hamid Soltanian-Zadeh

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

2005.01472 2022-02-01 cs.NI cs.LG eess.SP 62%

Neuromorphic AI Empowered Root Cause Analysis of Faults in Emerging Networks

Shruti Bothe, Usama Masood, Hasan Farooq, Ali Imran

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

Journal ref 2020 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)

2201.11630 2022-01-28 eess.IV cs.CV 62%

Automatic Classification of Neuromuscular Diseases in Children Using Photoacoustic Imaging

Maja Schlereth, Daniel Stromer, Katharina Breininger, Alexandra Wagner, Lina Tan, Andreas Maier, Ferdinand Knieling

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

Comments accepted by BVM conference proceedings 2022

2109.15127 2022-01-25 eess.AS cs.LG cs.SD eess.SP 62%

Real-Time Multi-Level Neonatal Heart and Lung Sound Quality Assessment for Telehealth Applications

Ethan Grooby, Chiranjibi Sitaula, Davood Fattahi, Reza Sameni, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy A. Dumont, Faezeh Marzbanrad

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

Comments 13 pages, 8 figures, 3 tables. Paper submitted and under review in IEEE Access

Journal ref IEEE Access, 2022

2108.09817 2022-01-21 eess.SP cs.AI cs.LG cs.NE 62%

Electroencephalogram Signal Processing with Independent Component Analysis and Cognitive Stress Classification using Convolutional Neural Networks

Venkatakrishnan Sutharsan, Alagappan Swaminathan, Saisrinivasan Ramachandran, Madan Kumar Lakshmanan, Balaji Mahadevan

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

Comments 16 pages, 10 figures, 2 tables, 8 equations, 16 references

Journal ref Lecture Notes in Networks and Systems, vol 341, 01 January 2022

2201.02242 2022-01-10 eess.IV cs.CV 62%

A Keypoint Detection and Description Network Based on the Vessel Structure for Multi-Modal Retinal Image Registration

Aline Sindel, Bettina Hohberger, Sebastian Fassihi Dehcordi, Christian Mardin, Robert Lämmer, Andreas Maier, Vincent Christlein

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

Comments 6 pages, 4 figures, 1 table, accepted to BVM 2022

2108.01516 2021-12-16 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 Correspondence should be addressed to Qing Zhang

1. 诊断辅助 8264 篇

Structure-consistent Restoration Network for Cataract Fundus Image Enhancement

Depression Recognition using Remote Photoplethysmography from Facial Videos

Analyzing the impact of feature selection on the accuracy of heart disease prediction

Interpretable Deep Learning Classifier by Detection of Prototypical Parts on Kidney Stones Images

Automatic Detection of Microaneurysms in OCT Images Using Bag of Features

Keratoconus Classifier for Smartphone-based Corneal Topographer

An Effective Scheme for Maize Disease Recognition based on Deep Networks

Learning Optimal Conformal Classifiers

Continual Learning with Bayesian Model based on a Fixed Pre-trained Feature Extractor

Adversarial Fine-tune with Dynamically Regulated Adversary

TOD-CNN: An Effective Convolutional Neural Network for Tiny Object Detection in Sperm Videos

Explainable Deep Learning Algorithm for Distinguishing Incomplete Kawasaki Disease by Coronary Artery Lesions on Echocardiographic Imaging

Convolutional Neural Networks for Reflective Event Detection and Characterization in Fiber Optical Links Given Noisy OTDR Signals

Optical Fiber Fault Detection and Localization in a Noisy OTDR Trace Based on Denoising Convolutional Autoencoder and Bidirectional Long Short-Term Memory

Two Eyes Are Better Than One: Exploiting Binocular Correlation for Diabetic Retinopathy Severity Grading

Automated Detection of Acute Promyelocytic Leukemia in Blood Films and Bone Marrow Aspirates with Annotation-free Deep Learning

Rotor Localization and Phase Mapping of Cardiac Excitation Waves using Deep Neural Networks

Improving Human Sperm Head Morphology Classification with Unsupervised Anatomical Feature Distillation

Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis

Multi-channel deep convolutional neural networks for multi-classifying thyroid disease

Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG Signals

Multi-scale Sparse Representation-Based Shadow Inpainting for Retinal OCT Images

Ensemble approach for detection of depression using EEG features

Multi-Scale Convolutional Neural Network for Automated AMD Classification using Retinal OCT Images

Neuromorphic AI Empowered Root Cause Analysis of Faults in Emerging Networks

Automatic Classification of Neuromuscular Diseases in Children Using Photoacoustic Imaging

Real-Time Multi-Level Neonatal Heart and Lung Sound Quality Assessment for Telehealth Applications

Electroencephalogram Signal Processing with Independent Component Analysis and Cognitive Stress Classification using Convolutional Neural Networks

A Keypoint Detection and Description Network Based on the Vessel Structure for Multi-Modal Retinal Image Registration

Two New Stenosis Detection Methods of Coronary Angiograms