医学 AI - arXivDaily 专题

2008.04407 2020-08-12 eess.SY cs.AI cs.LG cs.SY 57%

Fault-Tolerant Control of Degrading Systems with On-Policy Reinforcement Learning

Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Published in IFAC World Congress 2020

2008.02228 2020-08-06 eess.SP 57%

Remote atrial fibrillation burden estimation using deep recurrent neural network

Armand Chocron, Julien Oster, Shany Biton, Mandel Franck, Meyer Elbaz, Yehoshua Y. Zeevi, Joachim Behar

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

2008.02064 2020-08-06 physics.med-ph eess.SP 57%

An In-Ear Pulse Wave Velocity Measurement System Using Heart Sounds as Time Reference

Roman Kusche, Paula Klimach, Ankit Malhotra, Steffen Kaufmann, Martin Ryschka

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

2008.02055 2020-08-06 physics.med-ph eess.SP 57%

A Portable In-Ear Pulse Wave Measurement System

Roman Kusche, Ankit Malhotra, Martin Ryschka, Steffen Kaufmann

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

2008.01197 2020-08-05 cs.IR cs.LG 57%

Dynamically Extracting Outcome-Specific Problem Lists from Clinical Notes with Guided Multi-Headed Attention

Justin Lovelace, Nathan C. Hurley, Adrian D. Haimovich, Bobak J. Mortazavi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments To appear in the proceedings of the Machine Learning for Healthcare Conference (MLHC) 2020. Accepted papers can be viewed at accepted-papers" target="_blank" rel="noopener">https://www.mlforhc.org/accepted-papers

2005.13520 2020-08-04 eess.SP cs.AI 57%

Emotion-Inspired Deep Structure (EiDS) for EEG Time Series Forecasting

Mahboobeh Parsapoor

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

2004.01016 2020-07-31 physics.med-ph eess.IV physics.optics 57%

Curved-field optical coherence tomography: large-field imaging of human corneal cells and nerves

Viacheslav Mazlin, Kristina Irsch, Michel Paques, Mathias Fink, Albert Claude Boccara

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

Journal ref Optica 7, 872-880 (2020)

2007.14103 2020-07-30 cs.CV 57%

A Deep Learning-based Detector for Brown Spot Disease in Passion Fruit Plant Leaves

Andrew Katumba, Moses Bomera, Cosmas Mwikirize, Gorret Namulondo, Mary Gorret Ajero, Idd Ramathani, Olivia Nakayima, Grace Nakabonge, Dorothy Okello, Jonathan Serugunda

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2007.14432 2020-07-30 cs.CV 57%

A Convolutional Neural Network for gaze preference detection: A potential tool for diagnostics of autism spectrum disorder in children

Dennis Núñez Fernández, Franklin Barrientos Porras, Robert H. Gilman, Macarena Vittet Mondonedo, Patricia Sheen, Mirko Zimic

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments Pre-printed version for submission in a journal

2007.08520 2020-07-28 cs.LG stat.ML 57%

Accelerating Robustness Verification of Deep Neural Networks Guided by Target Labels

Wenjie Wan, Zhaodi Zhang, Yiwei Zhu, Min Zhang, Fu Song

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 20 pages, 3 figures

1912.03703 2020-07-24 cs.LG stat.ML 57%

$\mathtt{MedGraph:}$ Structural and Temporal Representation Learning of Electronic Medical Records

Bhagya Hettige, Yuan-Fang Li, Weiqing Wang, Suong Le, Wray Buntine

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2007.09968 2020-07-22 cs.CV 57%

GREEN: a Graph REsidual rE-ranking Network for Grading Diabetic Retinopathy

Shaoteng Liu, Lijun Gong, Kai Ma, Yefeng Zheng

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments MICCAI2020

2007.09392 2020-07-21 math.NA cs.LG cs.NA stat.ML 57%

Distributed Learning via Filtered Hyperinterpolation on Manifolds

Guido Montúfar, Yu Guang Wang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 50 pages, 4 figures, 2 tables

2007.06351 2020-07-14 cs.CL cs.LG 57%

A Label Attention Model for ICD Coding from Clinical Text

Thanh Vu, Dat Quoc Nguyen, Anthony Nguyen

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments In Proceedings of IJCAI 2020 (Main Track)

1909.02077 2020-07-14 cs.CV 57%

Weakly Supervised Universal Fracture Detection in Pelvic X-rays

Yirui Wang, Le Lu, Chi-Tung Cheng, Dakai Jin, Adam P. Harrison, Jing Xiao, Chien-Hung Liao, Shun Miao

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments MICCAI 2019 (early accept)

1807.04010 2020-07-14 cs.LG stat.ML 57%

Causal Discovery in the Presence of Missing Data

Ruibo Tu, Kun Zhang, Paul Ackermann, Bo Christer Bertilson, Clark Glymour, Hedvig Kjellström, Cheng Zhang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2007.03446 2020-07-08 eess.IV physics.med-ph 57%

Noise-Powered Disentangled Representation for Unsupervised Speckle Reduction of Optical Coherence Tomography Images

Yongqiang Huang, Wenjun Xia, Zexin Lu, Yan Liu, Hu Chen, Jiliu Zhou, Leyuan Fang, Yi Zhang

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

2007.03156 2020-07-08 eess.IV physics.ins-det 57%

Speed-of-sound imaging by differential phase contrast with angular compounding

Nikunj Khetan, Timothy Weber, Jerome Mertz

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

Comments 9 pages, 10 figures

2007.00584 2020-07-02 cs.CV 57%

HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification

Pushpak Pati, Guillaume Jaume, Lauren Alisha Fernandes, Antonio Foncubierta, Florinda Feroce, Anna Maria Anniciello, Giosue Scognamiglio, Nadia Brancati, Daniel Riccio, Maurizio Do Bonito, Giuseppe De Pietro, Gerardo Botti, Orcun Goksel, Jean-Philippe Thiran, Maria Frucci, Maria Gabrani

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2007.00334 2020-07-02 cs.LG stat.ML 57%

Estimation with Uncertainty via Conditional Generative Adversarial Networks

Minhyeok Lee, Junhee Seok

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

1901.06852 2020-06-30 cs.LG stat.ML 57%

Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift Adaptation

Amr Alexandari, Anshul Kundaje, Avanti Shrikumar

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments ICML 2020

2006.12919 2020-06-24 cs.LG stat.ML 57%

Distance Correlation Sure Independence Screening for Accelerated Feature Selection in Parkinson's Disease Vocal Data

Dan Schellhas, Bishal Neupane, Deepak Thammineni, Bhargav Kanumuri, Robert C. Green

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2006.08723 2020-06-17 cs.CR cs.IT eess.SP math.IT 57%

Threats and Countermeasures of Cyber Security in Direct and Remote Vehicle Communication Systems

Subrato Bharati, Prajoy Podder, M. Rubaiyat Hossain Mondal, Md. Robiul Alam Robel

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

Comments 12 pages, 7 figures

Journal ref Journal of Information Assurance and Security (ISSN 1554-1010), Volume 15 (2020), pp. 153-164, MIR Labs, www.mirlabs.net/jias/index.html

2006.05367 2020-06-11 cs.CV 57%

Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences

Huaying Hao, Huazhu Fu, Yanwu Xu, Jianlong Yang, Fei Li, Xiulan Zhang, Jiang Liu, Yitian Zhao

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments Accepted to MICCAI 2020

2006.00038 2020-06-02 cs.LG stat.ML 57%

Quasi-orthonormal Encoding for Machine Learning Applications

Haw-minn Lu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted and submitted to 19th Python in Science Conference. (SciPy 2020)

2005.12951 2020-05-28 cs.HC cs.CV 57%

Gaze-based Autism Detection for Adolescents and Young Adults using Prosaic Videos

Karan Ahuja, Abhishek Bose, Mohit Jain, Kuntal Dey, Anil Joshi, Krishnaveni Achary, Blessin Varkey, Chris Harrison, Mayank Goel

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2005.12833 2020-05-27 cs.CL cs.LG cs.NE 57%

Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction

Laila Rasmy, Yang Xiang, Ziqian Xie, Cui Tao, Degui Zhi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments L.R., X.Y., and Z.X. share first authorship of this work

2005.12734 2020-05-27 cs.CV 57%

Interpreting Chest X-rays via CNNs that Exploit Hierarchical Disease Dependencies and Uncertainty Labels

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

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments MIDL 2020 Accepted Short Paper. arXiv admin note: substantial text overlap with arXiv:1911.06475

2005.12137 2020-05-26 cs.CY cs.LG 57%

The challenges of deploying artificial intelligence models in a rapidly evolving pandemic

Yipeng Hu, Joseph Jacob, Geoffrey JM Parker, David J Hawkes, John R Hurst, Danail Stoyanov

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted in Nature Machine Intelligence

2005.12055 2020-05-26 stat.ML cs.LG stat.AP 57%

Hierarchical Bayesian Regression for Multi-Site Normative Modeling of Neuroimaging Data

Seyed Mostafa Kia, Hester Huijsdens, Richard Dinga, Thomas Wolfers, Maarten Mennes, Ole A. Andreassen, Lars T. Westlye, Christian F. Beckmann, Andre F. Marquand

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments To be published in MICCAI 2020 proceedings

1. 诊断辅助 8277 篇

Fault-Tolerant Control of Degrading Systems with On-Policy Reinforcement Learning

Remote atrial fibrillation burden estimation using deep recurrent neural network

An In-Ear Pulse Wave Velocity Measurement System Using Heart Sounds as Time Reference

A Portable In-Ear Pulse Wave Measurement System

Dynamically Extracting Outcome-Specific Problem Lists from Clinical Notes with Guided Multi-Headed Attention

Emotion-Inspired Deep Structure (EiDS) for EEG Time Series Forecasting

Curved-field optical coherence tomography: large-field imaging of human corneal cells and nerves

A Deep Learning-based Detector for Brown Spot Disease in Passion Fruit Plant Leaves

A Convolutional Neural Network for gaze preference detection: A potential tool for diagnostics of autism spectrum disorder in children

Accelerating Robustness Verification of Deep Neural Networks Guided by Target Labels

$\mathtt{MedGraph:}$ Structural and Temporal Representation Learning of Electronic Medical Records

GREEN: a Graph REsidual rE-ranking Network for Grading Diabetic Retinopathy

Distributed Learning via Filtered Hyperinterpolation on Manifolds

A Label Attention Model for ICD Coding from Clinical Text

Weakly Supervised Universal Fracture Detection in Pelvic X-rays

Causal Discovery in the Presence of Missing Data

Noise-Powered Disentangled Representation for Unsupervised Speckle Reduction of Optical Coherence Tomography Images

Speed-of-sound imaging by differential phase contrast with angular compounding

HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification

Estimation with Uncertainty via Conditional Generative Adversarial Networks

Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift Adaptation

Distance Correlation Sure Independence Screening for Accelerated Feature Selection in Parkinson's Disease Vocal Data

Threats and Countermeasures of Cyber Security in Direct and Remote Vehicle Communication Systems

Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences

Quasi-orthonormal Encoding for Machine Learning Applications

Gaze-based Autism Detection for Adolescents and Young Adults using Prosaic Videos

Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction

Interpreting Chest X-rays via CNNs that Exploit Hierarchical Disease Dependencies and Uncertainty Labels

The challenges of deploying artificial intelligence models in a rapidly evolving pandemic

Hierarchical Bayesian Regression for Multi-Site Normative Modeling of Neuroimaging Data