医学 AI - arXivDaily 专题

2205.12775 2022-06-15 cs.LG 57%

Residual-Concatenate Neural Network with Deep Regularization Layers for Binary Classification

Abhishek Gupta, Sruthi Nair, Raunak Joshi, Vidya Chitre

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 7 pages, 5 figures. To appear in the proceedings of 6th International Conference on Intelligent Computing and Control Systems (ICICCS 2022)

2010.09553 2022-06-08 cs.LG 57%

Survey on Causal-based Machine Learning Fairness Notions

Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2206.00971 2022-06-03 cs.CV 57%

CVM-Cervix: A Hybrid Cervical Pap-Smear Image Classification Framework Using CNN, Visual Transformer and Multilayer Perceptron

Wanli Liu, Chen Li, Ning Xu, Tao Jiang, Md Mamunur Rahaman, Hongzan Sun, Xiangchen Wu, Weiming Hu, Haoyuan Chen, Changhao Sun, Yudong Yao, Marcin Grzegorzek

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2007.13351 2022-06-01 stat.ML cs.LG stat.AP 57%

A Simple and Interpretable Predictive Model for Healthcare

Subhadip Maji, Raghav Bali, Sree Harsha Ankem, Kishore V Ayyadevara

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 7 pages, 10 figures

Journal ref Proceedings of the Canadian Conference on Artificial Intelligence 2021

2204.09773 2022-05-27 cs.CV 57%

Time-based Self-supervised Learning for Wireless Capsule Endoscopy

Guillem Pascual, Pablo Laiz, Albert García, Hagen Wenzek, Jordi Vitrià, Santi Seguí

专题命中诊断辅助：pathology(abstract)；分类 cs.CV

2205.12093 2022-05-25 cs.LG cs.AI cs.CY 57%

Bias Discovery in Machine Learning Models for Mental Health

Pablo Mosteiro, Jesse Kuiper, Judith Masthoff, Floortje Scheepers, Marco Spruit

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2205.11511 2022-05-25 cs.CV 57%

Exploring Concept Contribution Spatially: Hidden Layer Interpretation with Spatial Activation Concept Vector

Andong Wang, Wei-Ning Lee

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments Accepted by CVPR 2022 Workshop XAI4CV

2107.13740 2022-05-25 eess.SP 57%

Three-dimensional instantaneous orbit map for rotor-bearing system based on a novel multivariate complex variational mode decomposition algorithm

Xiaolong Cui, Jie Huang, Chaoshun Li, Yujie Zhao

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

Comments 29 pages, 32 figures, 41 references

2205.06742 2022-05-17 cs.NE cs.LG 57%

Neurochaos Feature Transformation and Classification for Imbalanced Learning

Deeksha Sethi, Nithin Nagaraj, Harikrishnan N B

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 38 pages, 29 figures, 37 tables

2201.07284 2022-05-17 cs.LG 57%

TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data

Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted in VLDB 2022

2205.06568 2022-05-16 cs.CV 57%

Self-Supervised Masking for Unsupervised Anomaly Detection and Localization

Chaoqin Huang, Qinwei Xu, Yanfeng Wang, Yu Wang, Ya Zhang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments Transaction on Multimedia 2022

2205.05961 2022-05-13 cs.LG 57%

Subgroup discovery of Parkinson's Disease by utilizing a multi-modal smart device system

Catharina Marie van Alen, Alexander Brenner, Tobias Warnecke, Julian Varghese

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2205.05737 2022-05-13 cs.CV 57%

Computational behavior recognition in child and adolescent psychiatry: A statistical and machine learning analysis plan

Nicole N. Lønfeldt, Flavia D. Frumosu, A. -R. Cecilie Mora-Jensen, Nicklas Leander Lund, Sneha Das, A. Katrine Pagsberg, Line K. H. Clemmensen

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 7 pages, 1 figure

2202.08953 2022-05-05 cs.CV 57%

Functional Connectivity Based Classification of ADHD Using Different Atlases

Sartaj Ahmed Salman, Zhichao Lian, Marva Saleem, Yuduo Zhang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2201.12089 2022-05-03 cs.CV 57%

Label uncertainty-guided multi-stream model for disease screening

Chi Liu, Zongyuan Ge, Mingguang He, Xiaotong Han

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

Comments To appear in ISBI 2022

2204.13847 2022-05-02 cs.LG cs.AI 57%

CATNet: Cross-event Attention-based Time-aware Network for Medical Event Prediction

Sicen Liu, Xiaolong Wang, Yang Xiang, Hui Xu, Hui Wang, Buzhou Tang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 15 pages,4 figures

2202.11783 2022-05-02 cs.LG stat.ML 57%

Adversarially-regularized mixed effects deep learning (ARMED) models for improved interpretability, performance, and generalization on clustered data

Kevin P. Nguyen, Albert Montillo

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Added comparisons to other mixed effects methods. 13 pages, 6 figures, 5 tables

2204.12072 2022-04-27 cs.LG cs.MA 57%

Know Thy Student: Interactive Learning with Gaussian Processes

Rose E. Wang, Mike Wu, Noah Goodman

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments ICLR 2022 From Cells to Societies: Collective Learning Across Scales Workshop

2204.11769 2022-04-26 eess.IV cs.AI 57%

Multi-scale reconstruction of undersampled spectral-spatial OCT data for coronary imaging using deep learning

Xueshen Li, Shengting Cao, Hongshan Liu, Xinwen Yao, Brigitta C. Brott, Silvio H. Litovsky, Xiaoyu Song, Yuye Ling, Yu Gan

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

Comments 11 pages, 8 figures, reviewed by IEEE trans BME

2204.09600 2022-04-21 cs.CL cs.AI cs.CV 57%

Hierarchical BERT for Medical Document Understanding

Ning Zhang, Maciej Jankowski

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2111.13656 2022-04-19 cs.CV 57%

Towards Low-Cost and Efficient Malaria Detection

Waqas Sultani, Wajahat Nawaz, Syed Javed, Muhammad Sohail Danish, Asma Saadia, Mohsen Ali

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2204.07059 2022-04-15 cs.NI cs.LG 57%

Machine Learning-based Anomaly Detection in Optical Fiber Monitoring

Khouloud Abdelli, Joo Yeon Cho, Florian Azendorf, Helmut Griesser, Carsten Tropschug, Stephan Pachnicke

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments arXiv admin note: substantial text overlap with arXiv:2202.11756

Journal ref Journal of Optical Communications and Networking ( Vol. 14 No. 5, May 2022)

2204.07058 2022-04-15 cs.NI cs.LG 57%

Reflective Fiber Faults Detection and Characterization Using Long-Short-Term Memory

Khouloud Abdelli, Helmut Griesser, Peter Ehrle, Carsten Tropschug, Stephan Pachnicke

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Journal ref Journal of Optical Communications and Networking ( Volume: 13, Issue: 10, October 2021)

2204.04329 2022-04-12 cs.CR cs.LG 57%

An Adaptive Black-box Backdoor Detection Method for Deep Neural Networks

Xinqiao Zhang, Huili Chen, Ke Huang, Farinaz Koushanfar

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments arXiv admin note: substantial text overlap with arXiv:2102.01815

2201.03891 2022-04-05 cs.CV cs.AI 57%

A Saliency based Feature Fusion Model for EEG Emotion Estimation

Victor Delvigne, Antoine Facchini, Hazem Wannous, Thierry Dutoit, Laurence Ris, Jean-Philippe Vandeborre

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2203.01800 2022-03-31 cs.CV 57%

Automatic Facial Paralysis Estimation with Facial Action Units

Xuri Ge, Joemon M. Jose, Pengcheng Wang, Arunachalam Iyer, Xiao Liu, Hu Han

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 12 pages, 5 figures, resubmitted to IEEE Transactions on Affective Computing

2201.01669 2022-03-31 eess.AS cs.LG cs.SD 57%

Using Deep Learning with Large Aggregated Datasets for COVID-19 Classification from Cough

Esin Darici Haritaoglu, Nicholas Rasmussen, Daniel C. H. Tan, Jennifer Ranjani J., Jaclyn Xiao, Gunvant Chaudhari, Akanksha Rajput, Praveen Govindan, Christian Canham, Wei Chen, Minami Yamaura, Laura Gomezjurado, Aaron Broukhim, Amil Khanzada, Mert Pilanci

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2203.10192 2022-03-22 cs.CV 57%

Conditional-Flow NeRF: Accurate 3D Modelling with Reliable Uncertainty Quantification

Jianxiong Shen, Antonio Agudo, Francesc Moreno-Noguer, Adria Ruiz

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2104.14281 2022-03-15 cs.CY cs.LG stat.AP 57%

Leveraging Online Shopping Behaviors as a Proxy for Personal Lifestyle Choices: New Insights into Chronic Disease Prevention Literacy

Yongzhen Wang, Xiaozhong Liu, Katy Börner, Jun Lin, Yingnan Ju, Changlong Sun, Luo Si

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 58 pages with appendices, 5 figures, 17 tables

2203.03365 2022-03-08 stat.ML cs.CY cs.LG 57%

Machine learning using longitudinal prescription and medical claims for the detection of nonalcoholic steatohepatitis (NASH)

Ozge Yasar, Patrick Long, Brett Harder, Hanna Marshall, Sanjay Bhasin, Suyin Lee, Mark Delegge, Stephanie Roy, Orla Doyle, Nadea Leavitt, John Rigg

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 22 pages, 4 figures

1. 诊断辅助 8277 篇

Residual-Concatenate Neural Network with Deep Regularization Layers for Binary Classification

Survey on Causal-based Machine Learning Fairness Notions

CVM-Cervix: A Hybrid Cervical Pap-Smear Image Classification Framework Using CNN, Visual Transformer and Multilayer Perceptron

A Simple and Interpretable Predictive Model for Healthcare

Time-based Self-supervised Learning for Wireless Capsule Endoscopy

Bias Discovery in Machine Learning Models for Mental Health

Exploring Concept Contribution Spatially: Hidden Layer Interpretation with Spatial Activation Concept Vector

Three-dimensional instantaneous orbit map for rotor-bearing system based on a novel multivariate complex variational mode decomposition algorithm

Neurochaos Feature Transformation and Classification for Imbalanced Learning

TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data

Self-Supervised Masking for Unsupervised Anomaly Detection and Localization

Subgroup discovery of Parkinson's Disease by utilizing a multi-modal smart device system

Computational behavior recognition in child and adolescent psychiatry: A statistical and machine learning analysis plan

Functional Connectivity Based Classification of ADHD Using Different Atlases

Label uncertainty-guided multi-stream model for disease screening

CATNet: Cross-event Attention-based Time-aware Network for Medical Event Prediction

Adversarially-regularized mixed effects deep learning (ARMED) models for improved interpretability, performance, and generalization on clustered data

Know Thy Student: Interactive Learning with Gaussian Processes

Multi-scale reconstruction of undersampled spectral-spatial OCT data for coronary imaging using deep learning

Hierarchical BERT for Medical Document Understanding

Towards Low-Cost and Efficient Malaria Detection

Machine Learning-based Anomaly Detection in Optical Fiber Monitoring

Reflective Fiber Faults Detection and Characterization Using Long-Short-Term Memory

An Adaptive Black-box Backdoor Detection Method for Deep Neural Networks

A Saliency based Feature Fusion Model for EEG Emotion Estimation

Automatic Facial Paralysis Estimation with Facial Action Units

Using Deep Learning with Large Aggregated Datasets for COVID-19 Classification from Cough

Conditional-Flow NeRF: Accurate 3D Modelling with Reliable Uncertainty Quantification

Leveraging Online Shopping Behaviors as a Proxy for Personal Lifestyle Choices: New Insights into Chronic Disease Prevention Literacy

Machine learning using longitudinal prescription and medical claims for the detection of nonalcoholic steatohepatitis (NASH)