医学 AI - arXivDaily 专题

2106.09668 2021-06-18 cs.LG 57%

Multi-modal fusion with gating using audio, lexical and disfluency features for Alzheimer's Dementia recognition from spontaneous speech

Morteza Rohanian, Julian Hough, Matthew Purver

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Journal ref Proc. Interspeech 2020, 2187-2191

2106.08957 2021-06-17 cs.LG cs.SY eess.SY 57%

Early fault detection with multi-target neural networks

Angela Meyer

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2106.04929 2021-06-10 stat.ML cs.LG 57%

Fast and More Powerful Selective Inference for Sparse High-order Interaction Model

Diptesh Das, Vo Nguyen Le Duy, Hiroyuki Hanada, Koji Tsuda, Ichiro Takeuchi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2010.16087 2021-06-09 cs.LG cs.AI stat.ML 57%

Health improvement framework for planning actionable treatment process using surrogate Bayesian model

Kazuki Nakamura, Ryosuke Kojima, Eiichiro Uchino, Koichi Murashita, Ken Itoh, Shigeyuki Nakaji, Yasushi Okuno

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2104.12055 2021-06-08 stat.ML cs.LG stat.AP 57%

Machine Learning Approaches for Binary Classification to Discover Liver Diseases using Clinical Data

Fahad B. Mostafa, Md Easin Hasan

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2106.02429 2021-06-07 eess.SP 57%

Distortion measure of spectrograms for classification of respiratory diseases

Jeremy Levy, Alexander Naitsat, Yehoshua Y. Zeevi

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

2010.09593 2021-06-07 cs.CV 57%

Multiclass Wound Image Classification using an Ensemble Deep CNN-based Classifier

Behrouz Rostami, D. M. Anisuzzaman, Chuanbo Wang, Sandeep Gopalakrishnan, Jeffrey Niezgoda, Zeyun Yu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Journal ref Computers in Biology and Medicine (2021)

2005.05092 2021-06-02 physics.comp-ph cs.CE cs.LG stat.ML 57%

Active Training of Physics-Informed Neural Networks to Aggregate and Interpolate Parametric Solutions to the Navier-Stokes Equations

Christopher J Arthurs, Andrew P King

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 16 pages, 9 figures; added missing details from author affiliations

2105.15103 2021-06-01 cs.NI cs.LG 57%

Applications of Artificial Intelligence, Machine Learning and related techniques for Computer Networking Systems

Krishna M. Sivalingam

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 38 pages

2105.15074 2021-06-01 cs.LG cs.NE 57%

Detecting Fetal Alcohol Spectrum Disorder in children using Artificial Neural Network

Vannessa de J. Duarte, Paul Leger, Sergio Contreras, Hiroaki Fukuda

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2105.14820 2021-06-01 cs.LG cs.AI 57%

An exact counterfactual-example-based approach to tree-ensemble models interpretability

Pierre Blanchart

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2105.10925 2021-05-25 cs.CV 57%

COTR: Convolution in Transformer Network for End to End Polyp Detection

Zhiqiang Shen, Chaonan Lin, Shaohua Zheng

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2105.10686 2021-05-25 cs.CV cs.AI 57%

Towards Automatic Recognition of Pure & Mixed Stones using Intraoperative Endoscopic Digital Images

Vincent Estrade, Michel Daudon, Emmanuel Richard, Jean-Christophe Bernhard, Franck Bladou, Gregoire Robert, Baudouin Denis de Senneville

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 19 pages, 3 figures, 2 tables

2105.10573 2021-05-25 math.DS eess.SP 57%

A model-based technique to identify lubrication condition of hydrodynamic bearings using the rotor vibrational response

Marcus Vinícius Medeiros Oliveira, Barbara Zaparoli Cunha, Gregory Bregion Daniel

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

Journal ref Tribology International 160 (2021) 107038

2105.10160 2021-05-24 cs.CV 57%

Act Like a Radiologist: Towards Reliable Multi-view Correspondence Reasoning for Mammogram Mass Detection

Yuhang Liu, Fandong Zhang, Chaoqi Chen, Siwen Wang, Yizhou Wang, Yizhou Yu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

2007.10868 2021-05-20 cs.LG stat.ML 57%

Scaling Polyhedral Neural Network Verification on GPUs

Christoph Müller, François Serre, Gagandeep Singh, Markus Püschel, Martin Vechev

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Müller and Serre contributed equally to this work

Journal ref Proc. MLSys, 2021

2104.14921 2021-05-03 eess.AS cs.LG cs.SD 57%

Crackle Detection In Lung Sounds Using Transfer Learning And Multi-Input Convolitional Neural Networks

Truc Nguyen, Franz Pernkopf

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Under Review in Proceeding of EMBC 2021

2011.13916 2021-04-29 cs.LG 57%

Deep Representation for Connected Health: Semi-supervised Learning for Analysing the Risk of Urinary Tract Infections in People with Dementia

Honglin Li, Magdalena Anita Kolanko, Shirin Enshaeifar, Severin Skillman, Andreas Markides, Mark Kenny, Eyal Soreq, Samaneh Kouchaki, Kirsten Jensen, Loren Cameron, Michael Crone, Paul Freemont, Helen Rostill, David J. Sharp, Ramin Nilforooshan, Payam Barnaghi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 11 pages

2104.12459 2021-04-27 cs.LG cs.AI 57%

Weakly Supervised Multi-task Learning for Concept-based Explainability

Catarina Belém, Vladimir Balayan, Pedro Saleiro, Pedro Bizarro

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted at ICLR 2021 Workshop on Weakly Supervised Learning (WeaSuL)

2104.11645 2021-04-27 cs.NI cs.LG 57%

Software-Defined Edge Computing: A New Architecture Paradigm to Support IoT Data Analysis

Di Wu, Xiaofeng Xie, Xiang Ni, Bin Fu, Hanhui Deng, Haibo Zeng, Zhijin Qin

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2104.10652 2021-04-22 cs.CL cs.LG 57%

TransICD: Transformer Based Code-wise Attention Model for Explainable ICD Coding

Biplob Biswas, Thai-Hoang Pham, Ping Zhang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 10 pages, 4 figures

2104.10108 2021-04-21 cs.LG 57%

Development of a dynamic type 2 diabetes risk prediction tool: a UK Biobank study

Nikola Dolezalova, Massimo Cairo, Alex Despotovic, Adam T. C. Booth, Angus B. Reed, Davide Morelli, David Plans

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 12 pages

2104.09252 2021-04-20 cs.LG cs.AR cs.NE 57%

Learning on Hardware: A Tutorial on Neural Network Accelerators and Co-Processors

Lukas Baischer, Matthias Wess, Nima TaheriNejad

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2008.08957 2021-04-20 cs.LG cs.AI 57%

Patient ADE Risk Prediction through Hierarchical Time-Aware Neural Network Using Claim Codes

Jinhe Shi, Xiangyu Gao, Chenyu Ha, Yage Wang, Guodong Gao, Yi Chen

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2104.09005 2021-04-20 cs.LG 57%

Scalable Bayesian Deep Learning with Kernel Seed Networks

Sam Maksoud, Kun Zhao, Can Peng, Brian C. Lovell

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Under review

1912.06332 2021-04-13 cs.CG cs.GR cs.LG 57%

TopoAct: Visually Exploring the Shape of Activations in Deep Learning

Archit Rathore, Nithin Chalapathi, Sourabh Palande, Bei Wang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2104.02866 2021-04-08 cs.CV 57%

Deep Transformers for Fast Small Intestine Grounding in Capsule Endoscope Video

Xinkai Zhao, Chaowei Fang, Feng Gao, De-Jun Fan, Xutao Lin, Guanbin Li

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2010.03868 2021-04-06 eess.IV physics.ins-det 57%

CSTNet: A Dual-Branch Convolutional Network for Imaging of Reactive Flows using Chemical Species Tomography

Yunfan Jiang, Jingjing Si, Rui Zhang, Godwin Enemali, Bin Zhou, Hugh McCann, Chang Liu

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

Comments Submitted to IEEE Transactions on Neural Networks and Learning Systems

2104.00038 2021-04-02 cs.LG cs.HC 57%

Smartphone Camera Oximetry in an Induced Hypoxemia Study

Jason S. Hoffman, Varun Viswanath, Xinyi Ding, Matthew J. Thompson, Eric C. Larson, Shwetak N. Patel, Edward Wang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 26 pages, 8 figures

2103.16237 2021-03-31 cs.CV 57%

Delving into Localization Errors for Monocular 3D Object Detection

Xinzhu Ma, Yinmin Zhang, Dan Xu, Dongzhan Zhou, Shuai Yi, Haojie Li, Wanli Ouyang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments CVPR'2021, code will be made available

1. 诊断辅助 8277 篇

Multi-modal fusion with gating using audio, lexical and disfluency features for Alzheimer's Dementia recognition from spontaneous speech

Early fault detection with multi-target neural networks

Fast and More Powerful Selective Inference for Sparse High-order Interaction Model

Health improvement framework for planning actionable treatment process using surrogate Bayesian model

Machine Learning Approaches for Binary Classification to Discover Liver Diseases using Clinical Data

Distortion measure of spectrograms for classification of respiratory diseases

Multiclass Wound Image Classification using an Ensemble Deep CNN-based Classifier

Active Training of Physics-Informed Neural Networks to Aggregate and Interpolate Parametric Solutions to the Navier-Stokes Equations

Applications of Artificial Intelligence, Machine Learning and related techniques for Computer Networking Systems

Detecting Fetal Alcohol Spectrum Disorder in children using Artificial Neural Network

An exact counterfactual-example-based approach to tree-ensemble models interpretability

COTR: Convolution in Transformer Network for End to End Polyp Detection

Towards Automatic Recognition of Pure & Mixed Stones using Intraoperative Endoscopic Digital Images

A model-based technique to identify lubrication condition of hydrodynamic bearings using the rotor vibrational response

Act Like a Radiologist: Towards Reliable Multi-view Correspondence Reasoning for Mammogram Mass Detection

Scaling Polyhedral Neural Network Verification on GPUs

Crackle Detection In Lung Sounds Using Transfer Learning And Multi-Input Convolitional Neural Networks

Deep Representation for Connected Health: Semi-supervised Learning for Analysing the Risk of Urinary Tract Infections in People with Dementia

Weakly Supervised Multi-task Learning for Concept-based Explainability

Software-Defined Edge Computing: A New Architecture Paradigm to Support IoT Data Analysis

TransICD: Transformer Based Code-wise Attention Model for Explainable ICD Coding

Development of a dynamic type 2 diabetes risk prediction tool: a UK Biobank study

Learning on Hardware: A Tutorial on Neural Network Accelerators and Co-Processors

Patient ADE Risk Prediction through Hierarchical Time-Aware Neural Network Using Claim Codes

Scalable Bayesian Deep Learning with Kernel Seed Networks

TopoAct: Visually Exploring the Shape of Activations in Deep Learning

Deep Transformers for Fast Small Intestine Grounding in Capsule Endoscope Video

CSTNet: A Dual-Branch Convolutional Network for Imaging of Reactive Flows using Chemical Species Tomography

Smartphone Camera Oximetry in an Induced Hypoxemia Study

Delving into Localization Errors for Monocular 3D Object Detection