医学 AI - arXivDaily 专题

2104.14029 2021-05-11 cs.CV cs.AI cs.LG 62%

Reducing Risk and Uncertainty of Deep Neural Networks on Diagnosing COVID-19 Infection

Krishanu Sarker, Sharbani Pandit, Anupam Sarker, Saeid Belkasim, Shihao Ji

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

Comments AAAI, TAIH workshop, 2021

2104.11436 2021-04-26 eess.IV cs.CV 62%

Learning from Ambiguous Labels for Lung Nodule Malignancy Prediction

Zehui Liao, Yutong Xie, Shishuai Hu, Yong Xia

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

Comments Submitted to IEEE-TMI

2102.01815 2021-04-22 cs.CR cs.AI cs.LG eess.IV 62%

TAD: Trigger Approximation based Black-box Trojan Detection for AI

Xinqiao Zhang, Huili Chen, Farinaz Koushanfar

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

Comments 6 body pages

2010.13313 2021-04-21 eess.IV cs.CV 62%

A Dark and Bright Channel Prior Guided Deep Network for Retinal Image Quality Assessment

Ziwen Xu, Beiji Zou, Qing Liu

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

2104.02331 2021-04-07 eess.IV cs.CV 62%

Brain Tumors Classification for MR images based on Attention Guided Deep Learning Model

Yuhao Zhang, Shuhang Wang, Haoxiang Wu, Kejia Hu, Shufan Ji

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

2012.09237 2021-04-07 cs.CV cs.AI cs.LG 62%

Unsupervised Behaviour Analysis and Magnification (uBAM) using Deep Learning

Biagio Brattoli, Uta Buechler, Michael Dorkenwald, Philipp Reiser, Linard Filli, Fritjof Helmchen, Anna-Sophia Wahl, Bjoern Ommer

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

Comments Published in Nature Machine Intelligence (2021), https://rdcu.be/ch6pL

2103.15587 2021-03-30 cs.CV cs.LG 62%

IA-GCN: Interpretable Attention based Graph Convolutional Network for Disease prediction

Anees Kazi, Soroush Farghadani, Nassir Navab

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

Comments 10 pages, 1 figure

2103.14660 2021-03-30 eess.IV cs.AI cs.LG 62%

Multi-Disease Detection in Retinal Imaging based on Ensembling Heterogeneous Deep Learning Models

Dominik Müller, Iñaki Soto-Rey, Frank Kramer

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

Comments Code repository: https://github.com/frankkramer-lab/riadd.aucmedi Appendix: https://doi.org/10.5281/zenodo.4573990

1910.00185 2021-03-24 cs.LG eess.IV stat.ML 62%

Predicting Alzheimer's Disease by Hierarchical Graph Convolution from Positron Emission Tomography Imaging

Jiaming Guo, Wei Qiu, Xiang Li, Xuandong Zhao, Ning Guo, Quanzheng Li

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

Comments Jiaming Guo, Wei Qiu and Xiang Li contribute equally to this work

2103.09904 2021-03-19 cs.LG eess.IV 62%

Fused Deep Features Based Classification Framework for COVID-19 Classification with Optimized MLP

Saban Ozturk, Enes Yigit, Umut Ozkaya

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

Comments 13 pages,8 figures

2004.04894 2021-03-16 cs.LG eess.SP stat.ML 62%

Fully Automatic Electrocardiogram Classification System based on Generative Adversarial Network with Auxiliary Classifier

Zhanhong Zhou, Xiaolong Zhai, Chung Tin

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

Comments Accepted for publication in Expert Systems with Applications

Journal ref Expert Systems with Applications, Volume 174, 2021, 114809, ISSN 0957-4174

2103.02982 2021-03-05 cs.LG cs.CV cs.CY 62%

Analysing Wideband Absorbance Immittance in Normal and Ears with Otitis Media with Effusion Using Machine Learning

Emad M. Grais, Xiaoya Wang, Jie Wang, Fei Zhao, Wen Jiang, Yuexin Cai, Lifang Zhang, Qingwen Lin, Haidi Yang

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

2102.12544 2021-02-26 cs.CV cs.LG 62%

Auto-Detection of Tibial Plateau Angle in Canine Radiographs Using a Deep Learning Approach

Masuda Akter Tonima, F M Anim Hossain, Austin DeHart, Youmin Zhang

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

Comments preprint

2008.01896 2021-02-17 eess.IV cs.CV 62%

A coarse-to-fine framework for unsupervised multi-contrast MR image deformable registration with dual consistency constraint

Weijian Huang, Hao Yang, Xinfeng Liu, Cheng Li, Ian Zhang, Rongpin Wang, Hairong Zheng, Shanshan Wang

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

Journal ref IEEE Transactions on Medical Imaging (2021)

2102.06164 2021-02-12 cs.CV cs.LG 62%

Sample Efficient Learning of Image-Based Diagnostic Classifiers Using Probabilistic Labels

Roberto Vega, Pouneh Gorji, Zichen Zhang, Xuebin Qin, Abhilash Rakkunedeth Hareendranathan, Jeevesh Kapur, Jacob L. Jaremko, Russell Greiner

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

Comments To appear in the Proceedings of the 24 th International Conference on Artificial Intelligence and Statistics (AISTATS) 2021, San Diego,California, USA. PMLR: Volume 130

2101.10869 2021-02-01 eess.SP cs.LG 62%

A Raspberry Pi-based Traumatic Brain Injury Detection System for Single-Channel Electroencephalogram

Navjodh Singh Dhillon, Agustinus Sutandi, Manoj Vishwanath, Miranda M. Lim, Hung Cao, Dong Si

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

Comments 12 pages, 6 figures

2101.11224 2021-01-28 cs.CV cs.LG 62%

Reciprocal Landmark Detection and Tracking with Extremely Few Annotations

Jianzhe Lin, Ghazal Sahebzamani, Christina Luong, Fatemeh Taheri Dezaki, Mohammad Jafari, Purang Abolmaesumi, Teresa Tsang

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

2101.07429 2021-01-20 eess.IV cs.CV 62%

Learning Efficient, Explainable and Discriminative Representations for Pulmonary Nodules Classification

Hanliang Jiang, Fuhao Shen, Fei Gao, Weidong Han

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

Journal ref Pattern Recognition, 2021

2008.12691 2021-01-19 eess.SP cs.LG 62%

On Transfer Learning of Traditional Frequency and Time Domain Features in Turning

Melih C. Yesilli, Firas A. Khasawneh

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

2003.09802 2021-01-18 cs.CV eess.IV 62%

Review of data analysis in vision inspection of power lines with an in-depth discussion of deep learning technology

Xinyu Liu, Xiren Miao, Hao Jiang, Jing Chen

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

2012.14982 2021-01-01 cs.LG eess.SP 62%

Elastic Net based Feature Ranking and Selection

Shaode Yu, Haobo Chen, Hang Yu, Zhicheng Zhang, Xiaokun Liang, Wenjian Qin, Yaoqin Xie, Ping Shi

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

2012.12626 2020-12-24 cs.CV cs.LG 62%

Direct Estimation of Spinal Cobb Angles by Structured Multi-Output Regression

Haoliang Sun, Xiantong Zhen, Chris Bailey, Parham Rasoulinejad, Yilong Yin, Shuo Li

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

Comments Proceedings of International Conference on Information Processing in Medical Imaging (IPMI 2017)

2012.11307 2020-12-22 cs.CV cs.LG 62%

An Overview of Facial Micro-Expression Analysis: Data, Methodology and Challenge

Hong-Xia Xie, Ling Lo, Hong-Han Shuai, Wen-Huang Cheng

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

Comments 20 pages, 7 figures

2002.09334 2020-12-18 physics.med-ph cs.LG eess.IV 62%

Deep Learning System to Screen Coronavirus Disease 2019 Pneumonia

Xiaowei Xu, Xiangao Jiang, Chunlian Ma, Peng Du, Xukun Li, Shuangzhi Lv, Liang Yu, Yanfei Chen, Junwei Su, Guanjing Lang, Yongtao Li, Hong Zhao, Kaijin Xu, Lingxiang Ruan, Wei Wu

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

Journal ref Engineering, Volume 6, Issue 10, October 2020, Pages 1122-1129

2012.06523 2020-12-14 cs.CV cs.AI cs.LG 62%

Dependency Decomposition and a Reject Option for Explainable Models

Jan Kronenberger, Anselm Haselhoff

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

Comments Accepted at CVPR 2019 Workshop "DThree19: Dependable Deep Detectors"

2011.14329 2020-12-01 eess.IV cs.CV 62%

Malaria Detection and Classificaiton

Ruskin Raj Manku, Ayush Sharma, Anand Panchbhai

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

2011.10201 2020-11-23 eess.IV cs.CV 62%

Discriminative Localized Sparse Representations for Breast Cancer Screening

Sokratis Makrogiannis, Chelsea E. Harris, Keni Zheng

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

2011.09843 2020-11-20 cs.AI cs.LG eess.SP 62%

Explainable Incipient Fault Detection Systems for Photovoltaic Panels

S. Sairam, Seshadhri Srinivasan, G. Marafioti, B. Subathra, G. Mathisen, Korkut Bekiroglu

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

Comments 8 pages

2011.09778 2020-11-20 eess.IV cs.CV 62%

Deep Learning for Automated Screening of Tuberculosis from Indian Chest X-rays: Analysis and Update

Anushikha Singh, Brejesh Lall, B. K. Panigrahi, Anjali Agrawal, Anurag Agrawal, Balamugesh Thangakunam, DJ Christopher

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

2006.03645 2020-11-19 cs.LG eess.SP stat.ML 62%

sEMG Gesture Recognition with a Simple Model of Attention

David Josephs, Carson Drake, Andrew Heroy, John Santerre

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

Comments Preprint for accepted ML4H 2020 paper. 13 Pages, 6 Figures, 1 Appendix. Full code available at https://github.com/josephsdavid/attentionsemg

1. 诊断辅助 8264 篇

Reducing Risk and Uncertainty of Deep Neural Networks on Diagnosing COVID-19 Infection

Learning from Ambiguous Labels for Lung Nodule Malignancy Prediction

TAD: Trigger Approximation based Black-box Trojan Detection for AI

A Dark and Bright Channel Prior Guided Deep Network for Retinal Image Quality Assessment

Brain Tumors Classification for MR images based on Attention Guided Deep Learning Model

Unsupervised Behaviour Analysis and Magnification (uBAM) using Deep Learning

IA-GCN: Interpretable Attention based Graph Convolutional Network for Disease prediction

Multi-Disease Detection in Retinal Imaging based on Ensembling Heterogeneous Deep Learning Models

Predicting Alzheimer's Disease by Hierarchical Graph Convolution from Positron Emission Tomography Imaging

Fused Deep Features Based Classification Framework for COVID-19 Classification with Optimized MLP

Fully Automatic Electrocardiogram Classification System based on Generative Adversarial Network with Auxiliary Classifier

Analysing Wideband Absorbance Immittance in Normal and Ears with Otitis Media with Effusion Using Machine Learning

Auto-Detection of Tibial Plateau Angle in Canine Radiographs Using a Deep Learning Approach

A coarse-to-fine framework for unsupervised multi-contrast MR image deformable registration with dual consistency constraint

Sample Efficient Learning of Image-Based Diagnostic Classifiers Using Probabilistic Labels

A Raspberry Pi-based Traumatic Brain Injury Detection System for Single-Channel Electroencephalogram

Reciprocal Landmark Detection and Tracking with Extremely Few Annotations

Learning Efficient, Explainable and Discriminative Representations for Pulmonary Nodules Classification

On Transfer Learning of Traditional Frequency and Time Domain Features in Turning

Review of data analysis in vision inspection of power lines with an in-depth discussion of deep learning technology

Elastic Net based Feature Ranking and Selection

Direct Estimation of Spinal Cobb Angles by Structured Multi-Output Regression

An Overview of Facial Micro-Expression Analysis: Data, Methodology and Challenge

Deep Learning System to Screen Coronavirus Disease 2019 Pneumonia

Dependency Decomposition and a Reject Option for Explainable Models

Malaria Detection and Classificaiton

Discriminative Localized Sparse Representations for Breast Cancer Screening

Explainable Incipient Fault Detection Systems for Photovoltaic Panels

Deep Learning for Automated Screening of Tuberculosis from Indian Chest X-rays: Analysis and Update

sEMG Gesture Recognition with a Simple Model of Attention