医学 AI - arXivDaily 专题

2104.08954 2021-09-01 cs.CV eess.IV 73%

Combining a Convolutional Neural Network with Autoencoders to Predict the Survival Chance of COVID-19 Patients

Fahime Khozeimeh, Danial Sharifrazi, Navid Hoseini Izadi, Javad Hassannataj Joloudari, Afshin Shoeibi, Roohallah Alizadehsani, Juan M. Gorriz, Sadiq Hussain, Zahra Alizadeh Sani, Hossein Moosaei, Abbas Khosravi, Saeid Nahavandi, Sheikh Mohammed Shariful Islam

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

Journal ref Scientific Reports, 11(1), 1-18 (2021)

2107.06276 2021-07-14 eess.IV cs.CV 73%

Attention based CNN-LSTM Network for Pulmonary Embolism Prediction on Chest Computed Tomography Pulmonary Angiograms

Sudhir Suman, Gagandeep Singh, Nicole Sakla, Rishabh Gattu, Jeremy Green, Tej Phatak, Dimitris Samaras, Prateek Prasanna

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

Comments This work will be presented at MICCAI 2021

2107.00206 2021-07-02 cs.LG cs.CV 73%

Multi-modal Graph Learning for Disease Prediction

Shuai Zheng, Zhenfeng Zhu, Zhizhe Liu, Zhenyu Guo, Yang Liu, Yao Zhao

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

Comments 10 pages, 4 figures, 2 tables

2106.08963 2021-06-17 cs.LG eess.IV physics.med-ph 73%

Deep-learning based Tools for Automated Protocol Definition of Advanced Diagnostic Imaging Exams

Andrew S. Nencka, Mohammad Sherafati, Timothy Goebel, Parag Tolat, Kevin M. Koch

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

2007.01276 2021-06-01 cs.LG eess.SP stat.ML 73%

Epileptic Seizures Detection Using Deep Learning Techniques: A Review

Afshin Shoeibi, Marjane Khodatars, Navid Ghassemi, Mahboobeh Jafari, Parisa Moridian, Roohallah Alizadehsani, Maryam Panahiazar, Fahime Khozeimeh, Assef Zare, Hossein Hosseini-Nejad, Abbas Khosravi, Amir F. Atiya, Diba Aminshahidi, Sadiq Hussain, Modjtaba Rouhani, Saeid Nahavandi, Udyavara Rajendra Acharya

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

Journal ref International Journal of Environmental Research and Public Health. 2021; 18(11):5780

2010.15579 2021-03-29 cs.LG eess.SP 73%

A semi-supervised autoencoder framework for joint generation and classification of breathing

Oscar Pastor-Serrano, Danny Lathouwers, Zoltán Perkó

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

2012.14140 2020-12-29 eess.IV cs.CV 73%

Analysis of Macula on Color Fundus Images Using Heightmap Reconstruction Through Deep Learning

Peyman Tahghighi, Reza A. Zoroofi, Sare Safi, Alireza Ramezani

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

Comments arXiv admin note: substantial text overlap with arXiv:2009.01601

2009.01601 2020-12-29 eess.IV cs.CV 73%

Heightmap Reconstruction of Macula on Color Fundus Images Using Conditional Generative Adversarial Networks

Peyman Tahghighi, Reza A. Zoroofi, Sare Safi, Alireza Ramezani

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

2010.01963 2020-11-22 eess.IV cs.LG 73%

Automatic CAD-RADS Scoring Using Deep Learning

Felix Denzinger, Michael Wels, Katharina Breininger, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas Maier

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

Comments Published at MICCAI 2020

2011.09801 2020-11-20 eess.SP cs.LG 73%

Novel Classification of Ischemic Heart Disease Using Artificial Neural Network

Giulia Silveri, Marco Merlo, Luca Restivo, Gianfranco Sinagra, Agostino Accardo

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

Journal ref Computing in Cardiology 2020

2011.08185 2020-11-18 cs.CV eess.IV 73%

Assistive Diagnostic Tool for Brain Tumor Detection using Computer Vision

Sahithi Ankireddy

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

Comments Accepted and presented at 2020 IEEE MIT URTC

2011.04465 2020-11-10 eess.IV cs.CV 73%

Towards a quantitative assessment of neurodegeneration in Alzheimer's disease

Oleg Michailovich, Rinat Mukhometzianov

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

Comments 26 pages, 5 figures, submitted to IEEE Access

1808.05865 2020-07-01 q-bio.QM stat.AP 73%

Using path signatures to predict a diagnosis of Alzheimer's disease

P. J. Moore, J. Gallacher, T. J. Lyons

专题命中诊断辅助：diagnosis(title)；分类 q-bio

Comments 5 pages, 3 figures. arXiv admin note: text overlap with arXiv:1808.03273

1911.06475 2020-06-15 eess.IV cs.CV 73%

Interpreting chest X-rays via CNNs that exploit hierarchical disease dependencies and uncertainty labels

Hieu H. Pham, Tung T. Le, Dat Q. Tran, Dat T. Ngo, Ha Q. Nguyen

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

Comments This is a pre-print of our paper that was accepted by Neurocomputing - Its shorter version has been accepted by Medical Imaging with Deep Learning conference (MIDL 2020)

2004.10264 2020-04-23 stat.ME q-bio.PE 73%

Stochastic Epidemic Models inference and diagnosis with Poisson Random Measure Data Augmentation

Benjamin Nguyen-Van-Yen, Pierre Del Moral, Bernard Cazelles

专题命中诊断辅助：diagnosis(title)；分类 q-bio

Comments 21 pages, 5 figures

2003.06801 2020-03-31 eess.IV cs.CV physics.data-an physics.med-ph 73%

Experimenting with Convolutional Neural Network Architectures for the automatic characterization of Solitary Pulmonary Nodules' malignancy rating

Ioannis D. Apostolopoulos

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

Comments 22 pages. arXiv admin note: text overlap with arXiv:1409.4842, arXiv:1512.07108 by other authors

2001.05745 2020-01-17 cs.HC cs.CV eess.IV 73%

A Technology-aided Multi-modal Training Approach to Assist Abdominal Palpation Training and its Assessment in Medical Education

A. Asadipour, K. Debattista, V. Patel, A. Chalmers

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

Comments In Press

1906.01895 2019-06-06 cs.CV eess.IV 73%

AI-Skin : Skin Disease Recognition based on Self-learning and Wide Data Collection through a Closed Loop Framework

Min Chen, Ping Zhou, Di Wu, Long Hu, Mohammad Mehedi Hassan, Atif Alamri

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

1812.09954 2018-12-27 cs.LG eess.IV stat.ML 73%

Self-Attention Equipped Graph Convolutions for Disease Prediction

Anees Kazi, S. Arvind krishna, Shayan Shekarforoush, Karsten Kortuem, Shadi Albarqouni, Nassir Navab

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

Comments 4 pages, 4 figures, paper accepted in ISBI 2019

1812.07102 2018-12-19 cs.CV cs.LG stat.ML 73%

Deep Learning with Attention to Predict Gestational Age of the Fetal Brain

Liyue Shen, Katie Shpanskaya, Edward Lee, Emily McKenna, Maryam Maleki, Quin Lu, Safwan Halabi, John Pauly, Kristen Yeom

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

Comments NIPS Machine Learning for Health Workshop 2018, spotlight presentation

1805.11837 2018-11-22 cs.CV cs.LG 73%

Learning multiple non-mutually-exclusive tasks for improved classification of inherently ordered labels

Vadim Ratner, Yoel Shoshan, Tal Kachman

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

1810.09487 2018-10-24 cs.CV cs.HC cs.LG 73%

Diagnostic Accuracy of Content Based Dermatoscopic Image Retrieval with Deep Classification Features

Philipp Tschandl, Giuseppe Argenziano, Majid Razmara, Jordan Yap

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

Journal ref Tschandl P, Argenziano G, Razmara M, Yap J. Diagnostic Accuracy of Content Based Dermatoscopic Image Retrieval with Deep Classification Features. Br J Dermatol 2018 Sep 12. doi: 10.1111/bjd.17189

1702.00837 2018-01-16 cs.NE q-bio.NC 73%

Eye-Movement behavior identification for AD diagnosis

Juan Biondi, Gerardo Fernandez, Silvia Castro, Osvaldo Agamennoni

专题命中诊断辅助：diagnosis(title)；分类 q-bio

1710.00960 2017-11-21 q-bio.TO 73%

A Circulating Biomarker-based Framework for Diagnosis of Hepatocellular Carcinoma in a Clinically Relevant Model of Non-alcoholic Steatohepatitis; An OAD to NASH

Ping Zhou, Anne Hwang, Christopher Shi, Edward Zhu, Farha Naaz, Zainab Rasheed, Michelle Liu, Lindsey S. Jung, Jingsong Li, Kai Jiang, Latha Paka, Michael A. Yamin, Itzhak D. Goldberg, Prakash Narayan

专题命中诊断辅助：diagnosis(title)；分类 q-bio

1704.00494 2017-04-04 q-bio.NC physics.med-ph 73%

The eddy current distortion in the multiband diffusion images: diagnosis and correction

Jiancheng Zhuang

专题命中诊断辅助：diagnosis(title)；分类 q-bio

1610.09423 2016-11-08 q-bio.GN 73%

Computational genomic algorithms for miRNA-based diagnosis of lung cancer: the potential of machine learning

Neerja Garikipati

专题命中诊断辅助：diagnosis(title)；分类 q-bio

Comments 18 pages, 5 figures, 5 tables, associated code on Github: https://github.com/neerja-g/machine-learning-miRNA

1609.06843 2016-09-23 q-bio.QM physics.bio-ph 73%

Fluctuations in protein aggregation: Design of preclinical screening for early diagnosis of neurodegenerative disease

Giulio Costantini, Zoe Budrikis, Alessandro Taloni, Alexander K. Buell, Stefano Zapperi, Caterina A. M. La Porta

专题命中诊断辅助：diagnosis(title)；分类 q-bio

Journal ref Phys. Rev. Applied 6, 034012 (2016)

0812.3898 2015-05-12 cond-mat.soft physics.bio-ph q-bio.TO 73%

Understanding the dynamics of biological colloids to elucidate cataract formation towards the development of methodology for its early diagnosis

Spyros N. Yannopoulos, Vassiliki Petta

专题命中诊断辅助：diagnosis(title)；分类 q-bio

Comments Slightly different version from the published one 10 pages, 2 figures

Journal ref Philosophical Magazine 88, 4161 (2008)

1409.5020 2014-09-18 physics.med-ph q-bio.QM 73%

Using Topological Data Analysis for diagnosis pulmonary embolism

Matteo Rucco, Lorenzo Falsetti, Damir Herman, Tanya Petrossian, Emanuela Merelli, Cinzia Nitti, Aldo Salvi

专题命中诊断辅助：diagnosis(title)；分类 q-bio

Comments 18 pages, 5 figures, 6 tables. arXiv admin note: text overlap with arXiv:cs/0308031 by other authors without attribution

0908.1603 2009-12-01 q-bio.TO q-bio.QM 73%

Spectral region optimization for Raman-based optical diagnosis of inflammatory lesions

Luis Felipe das Chagas e Silva de Carvalho, Renata Andrade Bitar, Emilia Angela Loschiavo Arisawa, Adriana Aigotti Haberbeck Brandao, Kathia Maria Honorio, Luiz Antonio Guimaraes Cabral, Airton Abrahao Martin, Herculano da Silva Martinho, Janete Dias Almeida

专题命中诊断辅助：diagnosis(title)；分类 q-bio

Comments 21 pages, Submitted to Lasers in Surgery and Medicine

1. 诊断辅助 8234 篇

Combining a Convolutional Neural Network with Autoencoders to Predict the Survival Chance of COVID-19 Patients

Attention based CNN-LSTM Network for Pulmonary Embolism Prediction on Chest Computed Tomography Pulmonary Angiograms

Multi-modal Graph Learning for Disease Prediction

Deep-learning based Tools for Automated Protocol Definition of Advanced Diagnostic Imaging Exams

Epileptic Seizures Detection Using Deep Learning Techniques: A Review

A semi-supervised autoencoder framework for joint generation and classification of breathing

Analysis of Macula on Color Fundus Images Using Heightmap Reconstruction Through Deep Learning

Heightmap Reconstruction of Macula on Color Fundus Images Using Conditional Generative Adversarial Networks

Automatic CAD-RADS Scoring Using Deep Learning

Novel Classification of Ischemic Heart Disease Using Artificial Neural Network

Assistive Diagnostic Tool for Brain Tumor Detection using Computer Vision

Towards a quantitative assessment of neurodegeneration in Alzheimer's disease

Using path signatures to predict a diagnosis of Alzheimer's disease

Interpreting chest X-rays via CNNs that exploit hierarchical disease dependencies and uncertainty labels

Stochastic Epidemic Models inference and diagnosis with Poisson Random Measure Data Augmentation

Experimenting with Convolutional Neural Network Architectures for the automatic characterization of Solitary Pulmonary Nodules' malignancy rating

A Technology-aided Multi-modal Training Approach to Assist Abdominal Palpation Training and its Assessment in Medical Education

AI-Skin : Skin Disease Recognition based on Self-learning and Wide Data Collection through a Closed Loop Framework

Self-Attention Equipped Graph Convolutions for Disease Prediction

Deep Learning with Attention to Predict Gestational Age of the Fetal Brain

Learning multiple non-mutually-exclusive tasks for improved classification of inherently ordered labels

Diagnostic Accuracy of Content Based Dermatoscopic Image Retrieval with Deep Classification Features

Eye-Movement behavior identification for AD diagnosis

A Circulating Biomarker-based Framework for Diagnosis of Hepatocellular Carcinoma in a Clinically Relevant Model of Non-alcoholic Steatohepatitis; An OAD to NASH

The eddy current distortion in the multiband diffusion images: diagnosis and correction

Computational genomic algorithms for miRNA-based diagnosis of lung cancer: the potential of machine learning

Fluctuations in protein aggregation: Design of preclinical screening for early diagnosis of neurodegenerative disease

Understanding the dynamics of biological colloids to elucidate cataract formation towards the development of methodology for its early diagnosis

Using Topological Data Analysis for diagnosis pulmonary embolism

Spectral region optimization for Raman-based optical diagnosis of inflammatory lesions