医学 AI - arXivDaily 专题

2012.11753 2020-12-23 cs.CV cs.LG eess.IV 67%

Contraband Materials Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery

Qian Wang, Toby P. Breckon

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

Comments 8 pages

2002.05534 2020-12-22 cs.LG cs.CV eess.SP 67%

Abnormal respiratory patterns classifier may contribute to large-scale screening of people infected with COVID-19 in an accurate and unobtrusive manner

Yunlu Wang, Menghan Hu, Qingli Li, Xiao-Ping Zhang, Guangtao Zhai, Nan Yao

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

Comments 6 page, 3 figure

2012.09755 2020-12-18 eess.IV cs.CV cs.LG 67%

Describing the Structural Phenotype of the Glaucomatous Optic Nerve Head Using Artificial Intelligence

Satish K. Panda, Haris Cheong, Tin A. Tun, Sripad K. Devella, Ramaswami Krishnadas, Martin L. Buist, Shamira Perera, Ching-Yu Cheng, Tin Aung, Alexandre H. Thiéry, Michaël J. A. Girard

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

2011.14871 2020-12-01 eess.IV cs.CV cs.LG 67%

ViDi: Descriptive Visual Data Clustering as Radiologist Assistant in COVID-19 Streamline Diagnostic

Sahithya Ravi, Samaneh Khoshrou, Mykola Pechenizkiy

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

2011.05142 2020-11-12 cs.CV cs.AI cs.LG eess.IV 67%

Multi-modal, multi-task, multi-attention (M3) deep learning detection of reticular pseudodrusen: towards automated and accessible classification of age-related macular degeneration

Qingyu Chen, Tiarnan D. L. Keenan, Alexis Allot, Yifan Peng, Elvira Agrón, Amitha Domalpally, Caroline C. W. Klaver, Daniel T. Luttikhuizen, Marcus H. Colyer, Catherine A. Cukras, Henry E. Wiley, M. Teresa Magone, Chantal Cousineau-Krieger, Wai T. Wong, Yingying Zhu, Emily Y. Chew, Zhiyong Lu

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

Comments 5 figures and 4 tables, To appear in Journal of the American Medical Informatics Association

2011.04145 2020-11-10 eess.IV cs.CV cs.LG 67%

Fine Perceptive GANs for Brain MR Image Super-Resolution in Wavelet Domain

Senrong You, Yong Liu, Baiying Lei, Shuqiang Wang

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

Comments 9 pages, 11figures

2009.05488 2020-10-27 cs.HC 67%

Medical Selfies: Emotional Impacts and Practical Challenges

Daniel Diethei, Ashley Colley, Matilda Kalving, Tarja Salmela, Jonna Häkkilä, Johannes Schöning

专题命中诊断辅助：medical image(abstract)；diagnosis(abstract)

Journal ref In 22nd International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI 2020), October 5-8, 2020, Oldenburg, Germany. ACM, New York, NY, USA, 20 pages

2007.13847 2020-10-21 stat.AP 67%

A Bayesian Hierarchical Network for Combining Heterogeneous Data Sources in Medical Diagnoses

Claire Donnat, Nina Miolane, Freddy Bunbury, Jack Kreindler

专题命中诊断辅助：medical image(abstract)；diagnosis(abstract)

2010.03746 2020-10-09 cs.CL 67%

Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition

Yun He, Ziwei Zhu, Yin Zhang, Qin Chen, James Caverlee

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)

Comments Accepted by EMNLP 2020 as a regular long paper

2010.02086 2020-10-06 cs.CV cs.CY cs.LG eess.SP 67%

TrueImage: A Machine Learning Algorithm to Improve the Quality of Telehealth Photos

Kailas Vodrahalli, Roxana Daneshjou, Roberto A Novoa, Albert Chiou, Justin M Ko, James Zou

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

Comments 12 pages, 5 figures, Preprint of an article published in Pacific Symposium on Biocomputing \c{opyright} 2020 World Scientific Publishing Co., Singapore, http://psb.stanford.edu/

2009.08563 2020-09-29 eess.IV cs.CV cs.LG 67%

SCREENet: A Multi-view Deep Convolutional Neural Network for Classification of High-resolution Synthetic Mammographic Screening Scans

Saeed Seyyedi, Margaret J. Wong, Debra M. Ikeda, Curtis P. Langlotz

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

2009.07109 2020-09-16 cs.CV cs.LG eess.IV 67%

Polyp-artifact relationship analysis using graph inductive learned representations

Roger D. Soberanis-Mukul, Shadi Albarqouni, Nassir Navab

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

2005.11772 2020-09-09 cs.CV cs.LG eess.IV 67%

Deep learning approach to describe and classify fungi microscopic images

Bartosz Zieliński, Agnieszka Sroka-Oleksiak, Dawid Rymarczyk, Adam Piekarczyk, Monika Brzychczy-Włoch

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

2004.03042 2020-09-08 eess.IV cs.CV cs.LG 67%

COVID-MobileXpert: On-Device COVID-19 Patient Triage and Follow-up using Chest X-rays

Xin Li, Chengyin Li, Dongxiao Zhu

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

Comments COVID-19, SARS-CoV-2, On-device Machine Learning, Chest X-Ray (CXR)

1910.06302 2020-09-04 eess.IV cs.CV cs.LG 67%

Finding New Diagnostic Information for Detecting Glaucoma using Neural Networks

Erfan Noury, Suria S. Mannil, Robert T. Chang, An Ran Ran, Carol Y. Cheung, Suman S. Thapa, Harsha L. Rao, Srilakshmi Dasari, Mohammed Riyazuddin, Dolly Chang, Sriharsha Nagaraj, Clement C. Tham, Reza Zadeh

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

Comments 28 pages, 12 figures, 15 tables, title changed, new authors added

2008.01218 2020-08-05 cs.CV cs.LG eess.IV 67%

Multi-Class 3D Object Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery

Qian Wang, Neelanjan Bhowmik, Toby P. Breckon

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

Comments Durham University

2008.00238 2020-08-04 cs.CV cs.LG eess.IV 67%

An Explainable Machine Learning Model for Early Detection of Parkinson's Disease using LIME on DaTscan Imagery

Pavan Rajkumar Magesh, Richard Delwin Myloth, Rijo Jackson Tom

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

2007.11653 2020-07-24 eess.IV cs.CV cs.LG 67%

Darwin's Neural Network: AI-based Strategies for Rapid and Scalable Cell and Coronavirus Screening

Sang Won Lee, Yueh-Ting Chiu, Philip Brudnicki, Audrey M. Bischoff, Angus Jelinek, Jenny Zijun Wang, Danielle R. Bogdanowicz, Andrew F. Laine, Jia Guo, Helen H. Lu

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

Comments 19 pages, 7 figures

2007.10800 2020-07-22 cs.LG cs.CV eess.IV stat.ML 67%

Probabilistic Neighbourhood Component Analysis: Sample Efficient Uncertainty Estimation in Deep Learning

Ankur Mallick, Chaitanya Dwivedi, Bhavya Kailkhura, Gauri Joshi, T. Yong-Jin Han

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

1812.02487 2020-07-07 physics.med-ph physics.bio-ph 67%

Deep learning architecture LightOCT for diagnostic decision support using optical coherence tomography images of biological samples

Ankit Butola, Dilip K. Prasad, Azeem Ahmad, Vishesh Dubey, Darakhshan Qaiser, Anurag Srivastava, Paramsivam Senthilkumaran, Balpreet Singh Ahluwalia, Dalip Singh Mehta

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)

2006.13873 2020-06-25 eess.IV cs.CV cs.LG 67%

COVIDLite: A depth-wise separable deep neural network with white balance and CLAHE for detection of COVID-19

Manu Siddhartha, Avik Santra

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

2006.13510 2020-06-25 cs.CV cs.LG eess.IV 67%

Dynamic Functional Connectivity and Graph Convolution Network for Alzheimer's Disease Classification

Xingwei An, Yutao Zhou, Yang Di, Dong Ming

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

2002.05459 2020-06-24 cs.CV cs.LG eess.IV 67%

EndoL2H: Deep Super-Resolution for Capsule Endoscopy

Yasin Almalioglu, Kutsev Bengisu Ozyoruk, Abdulkadir Gokce, Kagan Incetan, Guliz Irem Gokceler, Muhammed Ali Simsek, Kivanc Ararat, Richard J. Chen, Nicholas J. Durr, Faisal Mahmood, Mehmet Turan

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

Comments 23 pages, submitted to IEEE Transactions on Medical Imaging, corresponding Author: Mehmet Turan

2006.01772 2020-06-03 cs.CV cs.LG eess.SP 67%

Fast and automated biomarker detection in breath samples with machine learning

Angelika Skarysz, Dahlia Salman, Michael Eddleston, Martin Sykora, Eugenie Hunsicker, William H Nailon, Kareen Darnley, Duncan B McLaren, C L Paul Thomas, Andrea Soltoggio

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

2006.01359 2020-06-03 stat.AP stat.ML 67%

Epileptic seizure prediction using Pearson's product-moment correlation coefficient of a linear classifier from generalized Gaussian modeling

Antonio Quintero-Rincon, Carlos D'Giano, Marcelo Risk

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)

Comments 8 pages, 5 figures, 3 tables, manuscript in spanish

Journal ref Neurologia Argentina 2018;10(4):210:217

1910.11509 2020-05-19 cs.LG cs.CV eess.IV 67%

Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait

Imanne El Maachi, Guillaume-Alexandre Bilodeau, Wassim Bouachir

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

Comments Source code available at https://github.com/imanneelmaachi/Parkinson-disease-detection-and-severity-prediction-from-gait

Journal ref Expert Systems with Applications, 113075 (2019)

2005.05576 2020-05-13 eess.IV cs.CV cs.LG 67%

Multi-Channel Transfer Learning of Chest X-ray Images for Screening of COVID-19

Sampa Misra, Seungwan Jeon, Seiyon Lee, Ravi Managuli, Chulhong Kim

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

Comments 7 pages, 3 figures, 1 Table

2004.12604 2020-04-28 eess.IV cs.CV cs.LG 67%

Improving Endoscopic Decision Support Systems by Translating Between Imaging Modalities

Georg Wimmer, Michael Gadermayr, Andreas Vécsei, Andreas Uhl

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

Comments Submitted to MICCAI 2020

2004.09694 2020-04-22 eess.IV cs.CV cs.LG 67%

Alleviating the Incompatibility between Cross Entropy Loss and Episode Training for Few-shot Skin Disease Classification

Wei Zhu, Haofu Liao, Wenbin Li, Weijian Li, Jiebo Luo

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

2004.02805 2020-04-07 eess.IV cs.CV cs.LG stat.ML 67%

Application of Structural Similarity Analysis of Visually Salient Areas and Hierarchical Clustering in the Screening of Similar Wireless Capsule Endoscopic Images

Rui Nie, Huan Yang, Hejuan Peng, Wenbin Luo, Weiya Fan, Jie Zhang, Jing Liao, Fang Huang, Yufeng Xiao

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

1. 诊断辅助 8250 篇

Contraband Materials Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery

Abnormal respiratory patterns classifier may contribute to large-scale screening of people infected with COVID-19 in an accurate and unobtrusive manner

Describing the Structural Phenotype of the Glaucomatous Optic Nerve Head Using Artificial Intelligence

ViDi: Descriptive Visual Data Clustering as Radiologist Assistant in COVID-19 Streamline Diagnostic

Multi-modal, multi-task, multi-attention (M3) deep learning detection of reticular pseudodrusen: towards automated and accessible classification of age-related macular degeneration

Fine Perceptive GANs for Brain MR Image Super-Resolution in Wavelet Domain

Medical Selfies: Emotional Impacts and Practical Challenges

A Bayesian Hierarchical Network for Combining Heterogeneous Data Sources in Medical Diagnoses

Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition

TrueImage: A Machine Learning Algorithm to Improve the Quality of Telehealth Photos

SCREENet: A Multi-view Deep Convolutional Neural Network for Classification of High-resolution Synthetic Mammographic Screening Scans

Polyp-artifact relationship analysis using graph inductive learned representations

Deep learning approach to describe and classify fungi microscopic images

COVID-MobileXpert: On-Device COVID-19 Patient Triage and Follow-up using Chest X-rays

Finding New Diagnostic Information for Detecting Glaucoma using Neural Networks

Multi-Class 3D Object Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery

An Explainable Machine Learning Model for Early Detection of Parkinson's Disease using LIME on DaTscan Imagery

Darwin's Neural Network: AI-based Strategies for Rapid and Scalable Cell and Coronavirus Screening

Probabilistic Neighbourhood Component Analysis: Sample Efficient Uncertainty Estimation in Deep Learning

Deep learning architecture LightOCT for diagnostic decision support using optical coherence tomography images of biological samples

COVIDLite: A depth-wise separable deep neural network with white balance and CLAHE for detection of COVID-19

Dynamic Functional Connectivity and Graph Convolution Network for Alzheimer's Disease Classification

EndoL2H: Deep Super-Resolution for Capsule Endoscopy

Fast and automated biomarker detection in breath samples with machine learning

Epileptic seizure prediction using Pearson's product-moment correlation coefficient of a linear classifier from generalized Gaussian modeling

Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait

Multi-Channel Transfer Learning of Chest X-ray Images for Screening of COVID-19

Improving Endoscopic Decision Support Systems by Translating Between Imaging Modalities

Alleviating the Incompatibility between Cross Entropy Loss and Episode Training for Few-shot Skin Disease Classification

Application of Structural Similarity Analysis of Visually Salient Areas and Hierarchical Clustering in the Screening of Similar Wireless Capsule Endoscopic Images