医学 AI - arXivDaily 专题

2108.11957 2021-08-30 eess.IV cs.DC 57%

SVM Classifier on Chip for Melanoma Detection

Shereen Afifi, Hamid GholamHosseini, Roopak Sinha

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

Comments Conference paper, 5 pages, 4 figures, 1 tables

Journal ref Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2017). Jeju, Korea (South), IEEE Computer Society Press, pp.270-274

2108.11807 2021-08-27 cs.NI cs.AI cs.LG 57%

Human readable network troubleshooting based on anomaly detection and feature scoring

Jose M. Navarro, Alexis Huet, Dario Rossi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments arXiv admin note: substantial text overlap with arXiv:2107.11078

2006.04511 2021-08-26 stat.ML cs.LG math.DG stat.AP 57%

Classifying histograms of medical data using information geometry of beta distributions

Alice Le Brigant, Nicolas Guigui, Sana Rebbah, Stéphane Puechmorel

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Journal ref IFAC-PapersOnLine, Elsevier, 2021

2108.09922 2021-08-24 cs.SD cs.LG eess.AS 57%

Subject Envelope based Multitype Reconstruction Algorithm of Speech Samples of Parkinson's Disease

Yongming Li, Chengyu Liu, Pin Wang, Hehua Zhang, Anhai Wei

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 11 pages, 6 tables

2108.07930 2021-08-24 cs.LG 57%

A new semi-supervised inductive transfer learning framework: Co-Transfer

Zhe Yuan, Yimin Wen

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2108.09277 2021-08-23 cs.HC cs.AI cs.LG 57%

MHealth: An Artificial Intelligence Oriented Mobile Application for Personal Healthcare Support

Ismail Ali Afrah, Utku Kose

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 17 pages, 5 figures

Journal ref Journal of Multidisciplinary Developments, 5(1), 2020, 14-30

2108.06380 2021-08-21 cs.LG 57%

Detecting OODs as datapoints with High Uncertainty

Ramneet Kaur, Susmit Jha, Anirban Roy, Sangdon Park, Oleg Sokolsky, Insup Lee

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments arXiv admin note: text overlap with arXiv:2103.12628

Journal ref Presented at the ICML 2021 Workshop on Uncertainty and Robustness in Deep Learning

2108.07492 2021-08-18 cs.CV 57%

A Flexible Three-Dimensional Hetero-phase Computed Tomography Hepatocellular Carcinoma (HCC) Detection Algorithm for Generalizable and Practical HCC Screening

Chi-Tung Cheng, Jinzheng Cai, Wei Teng, Youjing Zheng, YuTing Huang, Yu-Chao Wang, Chien-Wei Peng, Youbao Tang, Wei-Chen Lee, Ta-Sen Yeh, Jing Xiao, Le Lu, Chien-Hung Liao, Adam P. Harrison

专题命中诊断辅助：CT(abstract)；分类 cs.CV

2108.04972 2021-08-12 cs.LG 57%

Creutzfeldt-Jakob Disease Prediction Using Machine Learning Techniques

Arnav Bhakta, Carolyn Byrne

专题命中诊断辅助：pathology(abstract)；分类 cs.LG

Comments 10 pages, 6 figures

2108.04144 2021-08-10 cs.LG 57%

Earables for Detection of Bruxism: a Feasibility Study

Erika Bondareva, Elín Rós Hauksdóttir, Cecilia Mascolo

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 6 pages, 1 figure, 3 tables, Accepted for publication at EarComp'21

2108.01668 2021-08-05 eess.IV 57%

Classification of Electrical Impedance Tomography Data Using Machine Learning

Diogo Pessoa, Bruno Machado Rocha, Grigorios-Aris Cheimariotis, Kostas Haris, Claas Strodthoff, Evangelos Kaimakamis, Nicos Maglaveras, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva

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

2108.01439 2021-08-04 cs.CV 57%

Continuous Non-Invasive Eye Tracking In Intensive Care

Ahmed Al-Hindawi, Marcela Paula Vizcaychipi, Yiannis Demiris

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 4 pages, 4 figures. Accepted into EMBC

2012.00096 2021-08-03 cs.LG cs.CL 57%

Multi-Modal Detection of Alzheimer's Disease from Speech and Text

Amish Mittal, Sourav Sahoo, Arnhav Datar, Juned Kadiwala, Hrithwik Shalu, Jimson Mathew

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 9 pages, 3 figures, Accepted in BIOKDD 2021

2107.14549 2021-08-02 cs.SD cs.LG eess.AS 57%

Evaluating the COVID-19 Identification ResNet (CIdeR) on the INTERSPEECH COVID-19 from Audio Challenges

Alican Akman, Harry Coppock, Alexander Gaskell, Panagiotis Tzirakis, Lyn Jones, Björn W. Schuller

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 5 pages, 1 figure

2107.10399 2021-07-23 cs.LG 57%

Quantifying machine learning-induced overdiagnosis in sepsis

Anna Fedyukova, Douglas Pires, Daniel Capurro

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 3 pages, 1 figure, Joint KDD 2021 Health Day and 2021 KDD Workshop on Applied Data Science for Healthcare, August 14-18, 2021

2107.09928 2021-07-22 cs.CV 57%

Multimodal Representations Learning and Adversarial Hypergraph Fusion for Early Alzheimer's Disease Prediction

Qiankun Zuo, Baiying Lei, Yanyan Shen, Yong Liu, Zhiguang Feng, Shuqiang Wang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 13 pages, 3 figures

2107.09734 2021-07-22 cs.LG cs.AI 57%

Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions

Eoin Delaney, Derek Greene, Mark T. Keane

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Journal ref ICML Workshop on Algorithmic Recourse, July 2021

2107.07740 2021-07-19 cs.LG cs.AI 57%

MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition

Hao Chen, Ming Jin, Zhunan Li, Cunhang Fan, Jinpeng Li, Huiguang He

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 10 pages, 8 figures

2107.07650 2021-07-19 eess.SP 57%

A Preliminary Study on Automatic Motion Artifacts Detection in Electrodermal Activity Data Using Machine Learning

Md Billal Hossain, Hugo Fernando Posada-Quintero, Youngsun Kong, Riley McNaboe, Ki Chon

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

1805.08845 2021-07-13 stat.ML cs.LG 57%

Counterfactual Mean Embeddings

Krikamol Muandet, Motonobu Kanagawa, Sorawit Saengkyongam, Sanparith Marukatat

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 71 pages

2107.00005 2021-07-12 cs.CV 57%

Extraction of Key-frames of Endoscopic Videos by using Depth Information

Pradipta Sasmal, Avinash Paul, M. K. Bhuyan, Yuji Iwahori

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Journal ref The paper is under consideration at Pattern Recognition Letters, Elsevier, 2021

2107.01435 2021-07-06 cs.CV 57%

Drone Detection Using Convolutional Neural Networks

Fatemeh Mahdavi, Roozbeh Rajabi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 5 pages, conference

2106.02813 2021-07-06 cs.CV 57%

Machine learning equipped web based disease prediction and recommender system

Harish Rajora, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2105.14240 2021-06-30 cs.CV cs.AI 57%

Analysis and Applications of Class-wise Robustness in Adversarial Training

Qi Tian, Kun Kuang, Kelu Jiang, Fei Wu, Yisen Wang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2106.11563 2021-06-24 cs.CV 57%

Creating A New Color Space utilizing PSO and FCM to Perform Skin Detection by using Neural Network and ANFIS

Kobra Nazari, Samaneh Mazaheri, Bahram Sadeghi Bigham

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2011.10823 2021-06-24 eess.SY cs.CV cs.SY 57%

A System for Automatic Rice Disease Detection from Rice Paddy Images Serviced via a Chatbot

Pitchayagan Temniranrat, Kantip Kiratiratanapruk, Apichon Kitvimonrat, Wasin Sinthupinyo, Sujin Patarapuwadol

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 19 pages, 6 figures

Journal ref Computers and Electronics in Agriculture, Volume 185, June 2021, 106156

2106.11463 2021-06-23 cs.NE cs.AI cs.LG 57%

A Logical Neural Network Structure With More Direct Mapping From Logical Relations

Gang Wang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2104.02005 2021-06-22 cs.SD cs.LG eess.AS 57%

Uncertainty-Aware COVID-19 Detection from Imbalanced Sound Data

Tong Xia, Jing Han, Lorena Qendro, Ting Dang, Cecilia Mascolo

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted by INTERSPEECH 2021

2007.16041 2021-06-22 cs.LG stat.ML 57%

Whole MILC: generalizing learned dynamics across tasks, datasets, and populations

Usman Mahmood, Md Mahfuzur Rahman, Alex Fedorov, Noah Lewis, Zening Fu, Vince D. Calhoun, Sergey M. Plis

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted at MICCAI 2020. arXiv admin note: substantial text overlap with arXiv:1912.03130

2106.08640 2021-06-21 cs.SI cs.LG 57%

Counterfactual Graphs for Explainable Classification of Brain Networks

Carlo Abrate, Francesco Bonchi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments In proceedings of KDD 2021

1. 诊断辅助 8277 篇

SVM Classifier on Chip for Melanoma Detection

Human readable network troubleshooting based on anomaly detection and feature scoring

Classifying histograms of medical data using information geometry of beta distributions

Subject Envelope based Multitype Reconstruction Algorithm of Speech Samples of Parkinson's Disease

A new semi-supervised inductive transfer learning framework: Co-Transfer

MHealth: An Artificial Intelligence Oriented Mobile Application for Personal Healthcare Support

Detecting OODs as datapoints with High Uncertainty

A Flexible Three-Dimensional Hetero-phase Computed Tomography Hepatocellular Carcinoma (HCC) Detection Algorithm for Generalizable and Practical HCC Screening

Creutzfeldt-Jakob Disease Prediction Using Machine Learning Techniques

Earables for Detection of Bruxism: a Feasibility Study

Classification of Electrical Impedance Tomography Data Using Machine Learning

Continuous Non-Invasive Eye Tracking In Intensive Care

Multi-Modal Detection of Alzheimer's Disease from Speech and Text

Evaluating the COVID-19 Identification ResNet (CIdeR) on the INTERSPEECH COVID-19 from Audio Challenges

Quantifying machine learning-induced overdiagnosis in sepsis

Multimodal Representations Learning and Adversarial Hypergraph Fusion for Early Alzheimer's Disease Prediction

Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions

MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition

A Preliminary Study on Automatic Motion Artifacts Detection in Electrodermal Activity Data Using Machine Learning

Counterfactual Mean Embeddings

Extraction of Key-frames of Endoscopic Videos by using Depth Information

Drone Detection Using Convolutional Neural Networks

Machine learning equipped web based disease prediction and recommender system

Analysis and Applications of Class-wise Robustness in Adversarial Training

Creating A New Color Space utilizing PSO and FCM to Perform Skin Detection by using Neural Network and ANFIS

A System for Automatic Rice Disease Detection from Rice Paddy Images Serviced via a Chatbot

A Logical Neural Network Structure With More Direct Mapping From Logical Relations

Uncertainty-Aware COVID-19 Detection from Imbalanced Sound Data

Whole MILC: generalizing learned dynamics across tasks, datasets, and populations

Counterfactual Graphs for Explainable Classification of Brain Networks