医学 AI - arXivDaily 专题

2210.06399 2022-10-13 cs.LG 57%

DQLAP: Deep Q-Learning Recommender Algorithm with Update Policy for a Real Steam Turbine System

M. H. Modirrousta, M. Aliyari Shoorehdeli, M. Yari, A. Ghahremani

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2210.04555 2022-10-12 cs.LG 57%

Everything is Varied: The Surprising Impact of Individual Variation on ML Robustness in Medicine

Andrea Campagner, Lorenzo Famiglini, Anna Carobene, Federico Cabitza

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2203.05235 2022-10-12 eess.SP 57%

Data-Folding and Hyperspace Coding for Multi-Dimensonal Time-Series Data Imaging

Chao Lian, Yuliang Zhao, Zhikun Zhan, Wen J. Li

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

2010.07602 2022-10-12 eess.SP cs.IT cs.SY eess.SY math.IT 57%

Vehicular Networks for Combating a Worldwide Pandemic: Preventing the Spread of COVID-19

Ahmet M. Elbir, Gokhan Gurbilek, Burak Soner, Anastasios K. Papazafeiropoulos, Pandelis Kourtessis, Sinem Coleri

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

Comments Accepted Paper in Smart Health

2210.02527 2022-10-07 cs.LG cs.SD eess.AS 57%

Toward Knowledge-Driven Speech-Based Models of Depression: Leveraging Spectrotemporal Variations in Speech Vowels

Kexin Feng, Theodora Chaspari

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments oral presentation for BHI 2022

2210.00218 2022-10-04 eess.SP 57%

Diagnostic Quality Assessment for Low-Dimensional ECG Representations

Péter Kovács, Carl Böck, Thomas Tschoellitsch, Mario Huemer, Jens Meier

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

Journal ref Computers in Biology and Medicine, vol. 150, 2022

2205.12940 2022-10-04 stat.ML cs.LG stat.ME 57%

Conformal Prediction Intervals with Temporal Dependence

Zhen Lin, Shubhendu Trivedi, Jimeng Sun

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 16 pages (main paper, including references) + 6 pages (supplementary material). Transactions of Machine Learning Research (September 2022). Code is available at https://github.com/zlin7/CPTD

2209.15085 2022-10-03 eess.SP 57%

Cardiotocography Signal Abnormality Detection based on Deep Unsupervised Models

Julien Bertieaux, Mohammadhadi Shateri, Fabrice Labeau, Thierry Dutoit

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

2209.13292 2022-09-28 cs.LG cs.AI 57%

Deep learning and machine learning for Malaria detection: overview, challenges and future directions

Imen Jdey, Ghazala Hcini, Hela Ltifi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2205.06093 2022-09-28 cs.CV cs.AI 57%

Deep morphological recognition of kidney stones using intra-operative endoscopic digital videos

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

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 16 pages, 4 figures, 3 tables

Journal ref Physics in Medicine & Biology 2022

2209.12443 2022-09-27 cs.CV 57%

Image Quality Assessment for Foliar Disease Identification (AgroPath)

Nisar Ahmed, Hafiz Muhammad Shahzad Asif, Gulshan Saleem, Muhammad Usman Younus

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Journal ref Journal of Agricultural Research 59.2 (2021): 177-186

2209.08200 2022-09-22 cs.LG 57%

Deep Labeling of fMRI Brain Networks Using Cloud Based Processing

Sejal Ghate, Alberto Santamaria-Pang, Ivan Tarapov, Haris I Sair, Craig K Jones

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments International Symposium on Visual Computing

2105.08397 2022-09-20 cs.LG 57%

StackVAE-G: An efficient and interpretable model for time series anomaly detection

Wenkai Li, Wenbo Hu, Ting Chen, Ning Chen, Cheng Feng

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted to AI Open

2209.04643 2022-09-13 cs.LG cs.AI 57%

Examining stability of machine learning methods for predicting dementia at early phases of the disease

Sinan Faouri, Mahmood AlBashayreh, Mohammad Azzeh

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2209.03727 2022-09-09 cs.SD cs.LG eess.AS 57%

Developing a multi-variate prediction model for the detection of COVID-19 from Crowd-sourced Respiratory Voice Data

Wafaa Aljbawi, Sami O. Simmons, Visara Urovi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 9 pages, 6 figures, poster presented at the European Respiratory Society, Barcelona, September 2022

2209.03159 2022-09-08 eess.SY cs.SY eess.SP 57%

Fault Signature Identification for BLDC motor Drive System -A Statistical Signal Fusion Approach

Tribeni Prasad Banerjee, Susanta Roy, B. K. Panigrahi

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

Comments 7 Pages, 7 figures

2209.02459 2022-09-07 cs.LG 57%

Robust and Efficient Imbalanced Positive-Unlabeled Learning with Self-supervision

Emilio Dorigatti, Jonas Schweisthal, Bernd Bischl, Mina Rezaei

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2012.09258 2022-09-07 stat.AP cs.LG stat.ML 57%

Detection of data drift and outliers affecting machine learning model performance over time

Samuel Ackerman, Eitan Farchi, Orna Raz, Marcel Zalmanovici, Parijat Dube

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments In: JSM Proceedings, Nonparametric Statistics Section, 20202. Philadelphia, PA: American Statistical Association. 144--160

2107.01063 2022-09-01 cs.CV 57%

Magnification-independent Histopathological Image Classification with Similarity-based Multi-scale Embeddings

Yibao Sun, Xingru Huang, Yaqi Wang, Huiyu Zhou, Qianni Zhang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments more experiments and author list updated

2006.16915 2022-08-30 cs.CY cs.AI cs.LG 57%

HGKT: Introducing Hierarchical Exercise Graph for Knowledge Tracing

Hanshuang Tong, Zhen Wang, Yun Zhou, Shiwei Tong, Wenyuan Han, Qi Liu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 10 pages, 11 figures, accepted by SIGIR 2022

2208.13147 2022-08-30 eess.SP cs.SY eess.SY 57%

An Unsupervised Learning-based Framework for Effective Representation Extraction of Reactor Accidents

Chengyuan Li, Meifu Li, Zhifang Qiu

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

Comments PBNC2022, Chengdu, China

2208.12834 2022-08-30 cs.LG math.OC 57%

Improving the Efficiency of Gradient Descent Algorithms Applied to Optimization Problems with Dynamical Constraints

Ion Matei, Maksym Zhenirovskyy, Johan de Kleer, John Maxwell

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2208.12657 2022-08-29 cs.CV 57%

Multi tasks RetinaNet for mitosis detection

Chen Yang, Wang Ziyue, Fang Zijie, Bian Hao, Zhang Yongbing

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2208.11321 2022-08-25 cs.LG cs.CY cs.SE 57%

TESTSGD: Interpretable Testing of Neural Networks Against Subtle Group Discrimination

Mengdi Zhang, Jun Sun, Jingyi Wang, Bing Sun

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2106.01917 2022-08-23 cs.LG cs.LO 57%

SpecRepair: Counter-Example Guided Safety Repair of Deep Neural Networks

Fabian Bauer-Marquart, David Boetius, Stefan Leue, Christian Schilling

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments This is the extended version of a paper with the same title that appeared at SPIN 2022

Journal ref SPIN 2022

2208.08040 2022-08-18 cs.LG cs.MM 57%

A Survey on Incomplete Multi-view Clustering

Jie Wen, Zheng Zhang, Lunke Fei, Bob Zhang, Yong Xu, Zhao Zhang, Jinxing Li

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted by IEEE Transactions on Systems, Man, and Cybernetics: Systems (2022)

2208.07647 2022-08-17 eess.IV 57%

Grapes disease detection using transfer learning

Bhavya Jain, Sasikumar Periyasamy

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

Comments 5 pages, 3 figures

2208.06354 2022-08-15 cs.LG cs.NE 57%

A novel solution of deep learning for enhanced support vector machine for predicting the onset of type 2 diabetes

Marmik Shrestha, Omar Hisham Alsadoon, Abeer Alsadoon, Thair Al-Dala'in, Tarik A. Rashid, P. W. C. Prasad, Ahmad Alrubaie

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 18 pages

Journal ref Multimedia Tools and Applications, 2022

2208.05144 2022-08-11 cs.LG stat.ML 57%

Machine Learning-based EEG Applications and Markets

Weiqing Gu, Bohan Yang, Ryan Chang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 35 pages

2201.04569 2022-08-10 cs.CR cs.AI cs.CV 57%

Get your Foes Fooled: Proximal Gradient Split Learning for Defense against Model Inversion Attacks on IoMT data

Sunder Ali Khowaja, Ik Hyun Lee, Kapal Dev, Muhammad Aslam Jarwar, Nawab Muhammad Faseeh Qureshi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 10 pages, 5 figures, 2 tables

Journal ref IEEE Transactions on Network Science and Engineering, 2022

1. 诊断辅助 8277 篇

DQLAP: Deep Q-Learning Recommender Algorithm with Update Policy for a Real Steam Turbine System

Everything is Varied: The Surprising Impact of Individual Variation on ML Robustness in Medicine

Data-Folding and Hyperspace Coding for Multi-Dimensonal Time-Series Data Imaging

Vehicular Networks for Combating a Worldwide Pandemic: Preventing the Spread of COVID-19

Toward Knowledge-Driven Speech-Based Models of Depression: Leveraging Spectrotemporal Variations in Speech Vowels

Diagnostic Quality Assessment for Low-Dimensional ECG Representations

Conformal Prediction Intervals with Temporal Dependence

Cardiotocography Signal Abnormality Detection based on Deep Unsupervised Models

Deep learning and machine learning for Malaria detection: overview, challenges and future directions

Deep morphological recognition of kidney stones using intra-operative endoscopic digital videos

Image Quality Assessment for Foliar Disease Identification (AgroPath)

Deep Labeling of fMRI Brain Networks Using Cloud Based Processing

StackVAE-G: An efficient and interpretable model for time series anomaly detection

Examining stability of machine learning methods for predicting dementia at early phases of the disease

Developing a multi-variate prediction model for the detection of COVID-19 from Crowd-sourced Respiratory Voice Data

Fault Signature Identification for BLDC motor Drive System -A Statistical Signal Fusion Approach

Robust and Efficient Imbalanced Positive-Unlabeled Learning with Self-supervision

Detection of data drift and outliers affecting machine learning model performance over time

Magnification-independent Histopathological Image Classification with Similarity-based Multi-scale Embeddings

HGKT: Introducing Hierarchical Exercise Graph for Knowledge Tracing

An Unsupervised Learning-based Framework for Effective Representation Extraction of Reactor Accidents

Improving the Efficiency of Gradient Descent Algorithms Applied to Optimization Problems with Dynamical Constraints

Multi tasks RetinaNet for mitosis detection

TESTSGD: Interpretable Testing of Neural Networks Against Subtle Group Discrimination

SpecRepair: Counter-Example Guided Safety Repair of Deep Neural Networks

A Survey on Incomplete Multi-view Clustering

Grapes disease detection using transfer learning

A novel solution of deep learning for enhanced support vector machine for predicting the onset of type 2 diabetes

Machine Learning-based EEG Applications and Markets

Get your Foes Fooled: Proximal Gradient Split Learning for Defense against Model Inversion Attacks on IoMT data