医学 AI - arXivDaily 专题

2211.02656 2023-02-08 cs.CE cs.LG 57%

A Fuzzy-set-based Joint Distribution Adaptation Method for Regression and its Application to Online Damage Quantification for Structural Digital Twin

Xuan Zhou, Claudio Sbarufatti, Marco Giglio, Leiting Dong

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 29 pages, 10 figures

Journal ref Mechanical Systems and Signal Processing, Vol. 191, 2023, p. 110164

2302.02986 2023-02-07 cs.NE cs.LG 57%

Fitness Dependent Optimizer with Neural Networks for COVID-19 patients

Maryam T. Abdulkhaleq, Tarik A. Rashid, Bryar A. Hassan, Abeer Alsadoon, Nebojsa Bacanin, Amit Chhabra, S. Vimal

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 38 pages

Journal ref Computer Methods and Programs in Biomedicine Update, 2023

2302.02160 2023-02-07 cs.AI cs.LG 57%

Directed Acyclic Graphs With Tears

Zhichao Chen, Zhiqiang Ge

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2302.01556 2023-02-06 cs.LG 57%

Machine Learning for UAV Propeller Fault Detection based on a Hybrid Data Generation Model

J. J. Tong, W. Zhang, F. Liao, C. F. Li, Y. F. Zhang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2301.11962 2023-02-03 cs.LG 57%

On the Feasibility of Machine Learning Augmented Magnetic Resonance for Point-of-Care Identification of Disease

Raghav Singhal, Mukund Sudarshan, Anish Mahishi, Sri Kaushik, Luke Ginocchio, Angela Tong, Hersh Chandarana, Daniel K. Sodickson, Rajesh Ranganath, Sumit Chopra

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2301.13572 2023-02-01 cs.LG cs.DB 57%

BALANCE: Bayesian Linear Attribution for Root Cause Localization

Chaoyu Chen, Hang Yu, Zhichao Lei, Jianguo Li, Shaokang Ren, Tingkai Zhang, Silin Hu, Jianchao Wang, Wenhui Shi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted by SIGMOD 2023; 15 pages

2301.08877 2023-01-24 cs.LG 57%

Developing Hybrid Machine Learning Models to Assign Health Score to Railcar Fleets for Optimal Decision Making

Mahyar Ejlali, Ebrahim Arian, Sajjad Taghiyeh, Kristina Chambers, Amir Hossein Sadeghi, Demet Cakdi, Robert B Handfield

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 21 pages, 7 figures, 3 tables

2301.07533 2023-01-19 cs.CV 57%

A Multi-Scale Framework for Out-of-Distribution Detection in Dermoscopic Images

Zhongzheng Huang, Tao Wang, Yuanzheng Cai, Lingyu Liang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments Paper accepted by the 4th International Conference on Machine Learning for Cyber Security (ML4CS 2022), Guangzhou, China

2301.07178 2023-01-19 cs.CV 57%

Using Large Text-to-Image Models with Structured Prompts for Skin Disease Identification: A Case Study

Sajith Rajapaksa, Jean Marie Uwabeza Vianney, Renell Castro, Farzad Khalvati, Shubhra Aich

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2301.04889 2023-01-13 eess.IV 57%

Artificial intelligence for diagnosing and predicting survival of patients with renal cell carcinoma: Retrospective multi-center study

Siteng Chen, Xiyue Wang, Jun Zhang, Liren Jiang, Ning Zhang, Feng Gao, Wei Yang, Jinxi Xiang, Sen Yang, Junhua Zheng, Xiao Han

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

2301.00014 2023-01-03 cs.LG cs.AI 57%

Time series Forecasting to detect anomalous behaviours in Multiphase Flow Meters

Tommaso Barbariol, Davide Masiero, Enrico Feltresi, Gian Antonio Susto

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2212.14550 2023-01-02 eess.SP cs.SY eess.SY 57%

Similarity-Based Predictive Maintenance Framework for Rotating Machinery

Sulaiman Aburakhia, Tareq Tayeh, Ryan Myers, Abdallah Shami

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

Comments 6 pages, 3 figures, 2 tables. Conference: The Fifth International Conference on Communications, Signal Processing, and their Applications "ICCSPA22", Cairo, Egypt, 27-29 December 2022. The paper recevied ICCSPA22 Best Paper Award

2212.13258 2022-12-29 cs.LG cs.AI cs.SY eess.SY 57%

Intelligent Feature Extraction, Data Fusion and Detection of Concrete Bridge Cracks: Current Development and Challenges

Di Wang, Simon X. Yang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Published at Intelligence & Robotics; Its copyright belongs to authors

2202.06511 2022-12-27 cs.CV 57%

GAMMA Challenge:Glaucoma grAding from Multi-Modality imAges

Junde Wu, Huihui Fang, Fei Li, Huazhu Fu, Fengbin Lin, Jiongcheng Li, Lexing Huang, Qinji Yu, Sifan Song, Xinxing Xu, Yanyu Xu, Wensai Wang, Lingxiao Wang, Shuai Lu, Huiqi Li, Shihua Huang, Zhichao Lu, Chubin Ou, Xifei Wei, Bingyuan Liu, Riadh Kobbi, Xiaoying Tang, Li Lin, Qiang Zhou, Qiang Hu, Hrvoje Bogunovic, José Ignacio Orlando, Xiulan Zhang, Yanwu Xu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

1712.01785 2022-12-21 cs.CR cs.CV 57%

Towards Practical Verification of Machine Learning: The Case of Computer Vision Systems

Kexin Pei, Linjie Zhu, Yinzhi Cao, Junfeng Yang, Carl Vondrick, Suman Jana

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2212.06265 2022-12-14 cs.CV 57%

An Ensemble Method to Automatically Grade Diabetic Retinopathy with Optical Coherence Tomography Angiography Images

Yuhan Zheng, Fuping Wu, Bartłomiej W. Papież

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 13 pages, 6 figures, 5 tables. To appear in Diabetic Retinopathy Analysis Challenge (DRAC), Bin Sheng et al., MICCAI 2022 Challenge, Lecture Notes in Computer Science, Springer

2210.03168 2022-12-09 cs.CV cs.AI 57%

Gastrointestinal Disorder Detection with a Transformer Based Approach

A. K. M. Salman Hosain, Mynul islam, Md Humaion Kabir Mehedi, Irteza Enan Kabir, Zarin Tasnim Khan

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2212.03450 2022-12-08 cs.CV 57%

Tracking the Dynamics of the Tear Film Lipid Layer

Tejasvi Kothapalli, Charlie Shou, Jennifer Ding, Jiayun Wang, Andrew D. Graham, Tatyana Svitova, Stella X. Yu, Meng C. Lin

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments NeurIPS Medical Imaging Workshop

2212.03377 2022-12-08 eess.SP cs.CE 57%

GaitVibe+: Enhancing Structural Vibration-based Footstep Localization Using Temporary Cameras for In-home Gait Analysis

Yiwen Dong, Jingxiao Liu, Hae Young Noh

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

Comments 7 pages, 7 figures

2109.06969 2022-12-06 cs.CV 57%

Multi-modal Wound Classification using Wound Image and Location by Deep Neural Network

D. M. Anisuzzaman, Yash Patel, Behrouz Rostami, Jeffrey Niezgoda, Sandeep Gopalakrishnan, Zeyun Yu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 30 pages, 10 figures, 15 tables

Journal ref Sci Rep 12, 20057 (2022)

2211.16756 2022-12-01 cs.CV 57%

Split-PU: Hardness-aware Training Strategy for Positive-Unlabeled Learning

Chengming Xu, Chen Liu, Siqian Yang, Yabiao Wang, Shijie Zhang, Lijie Jia, Yanwei Fu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2211.16080 2022-11-30 cs.LG cs.AI 57%

Understanding and Enhancing Robustness of Concept-based Models

Sanchit Sinha, Mengdi Huai, Jianhui Sun, Aidong Zhang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Accepted at AAAI 2023. Extended Version

2211.15475 2022-11-29 cs.LG 57%

Introduction and Exemplars of Uncertainty Decomposition

Shuo Chen

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2211.12983 2022-11-24 stat.ML cs.LG stat.AP 57%

Causal Analysis of the TOPCAT Trial: Spironolactone for Preserved Cardiac Function Heart Failure

Francesca E. D. Raimondi, Tadhg O'Keeffe, Hana Chockler, Andrew R. Lawrence, Tamara Stemberga, Andre Franca, Maksim Sipos, Javed Butler, Shlomo Ben-Haim

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Journal ref NeurIPS 2022 Workshop on Causal Machine Learning for Real-World Impact (CML4Impact 2022)

2209.15096 2022-11-15 physics.ao-ph cs.CV 57%

AICCA: AI-driven Cloud Classification Atlas

Takuya Kurihana, Elisabeth Moyer, Ian Foster

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

Comments 27 pages, 11 figures, MDPI Remote Sensing Special Issue "AI for Marine, Ocean and Climate Change Monitoring"

2210.15340 2022-10-28 stat.ML cs.LG stat.AP 57%

Sample-Specific Root Causal Inference with Latent Variables

Eric V. Strobl, Thomas A. Lasko

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2210.14906 2022-10-28 cs.LG cs.AI 57%

An Intelligent Decision Support Ensemble Voting Model for Coronary Artery Disease Prediction in Smart Healthcare Monitoring Environments

Anas Maach, Jamila Elalami, Noureddine Elalami, El Houssine El Mazoudi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments International Journal of Advanced Computer Science and Applications 2022

2210.12173 2022-10-25 eess.SP 57%

Cepstral Coefficients for Earthquake Damage Assessment of Bridges Leveraging Deep Learning

Seyedomid Sajedi, Xiao Liang

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

2112.14889 2022-10-24 cs.CR cs.CV cs.NE 57%

Few-shot Backdoor Defense Using Shapley Estimation

Jiyang Guan, Zhuozhuo Tu, Ran He, Dacheng Tao

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2210.11238 2022-10-21 physics.med-ph cs.AI eess.IV 57%

Analysis of Smooth Pursuit Assessment in Virtual Reality and Concussion Detection using BiLSTM

Prithul Sarker, Khondker Fariha Hossain, Isayas Berhe Adhanom, Philip K Pavilionis, Nicholas G. Murray, Alireza Tavakkoli

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

Comments International Symposium on Visual Computing

1. 诊断辅助 8277 篇

A Fuzzy-set-based Joint Distribution Adaptation Method for Regression and its Application to Online Damage Quantification for Structural Digital Twin

Fitness Dependent Optimizer with Neural Networks for COVID-19 patients

Directed Acyclic Graphs With Tears

Machine Learning for UAV Propeller Fault Detection based on a Hybrid Data Generation Model

On the Feasibility of Machine Learning Augmented Magnetic Resonance for Point-of-Care Identification of Disease

BALANCE: Bayesian Linear Attribution for Root Cause Localization

Developing Hybrid Machine Learning Models to Assign Health Score to Railcar Fleets for Optimal Decision Making

A Multi-Scale Framework for Out-of-Distribution Detection in Dermoscopic Images

Using Large Text-to-Image Models with Structured Prompts for Skin Disease Identification: A Case Study

Artificial intelligence for diagnosing and predicting survival of patients with renal cell carcinoma: Retrospective multi-center study

Time series Forecasting to detect anomalous behaviours in Multiphase Flow Meters

Similarity-Based Predictive Maintenance Framework for Rotating Machinery

Intelligent Feature Extraction, Data Fusion and Detection of Concrete Bridge Cracks: Current Development and Challenges

GAMMA Challenge:Glaucoma grAding from Multi-Modality imAges

Towards Practical Verification of Machine Learning: The Case of Computer Vision Systems

An Ensemble Method to Automatically Grade Diabetic Retinopathy with Optical Coherence Tomography Angiography Images

Gastrointestinal Disorder Detection with a Transformer Based Approach

Tracking the Dynamics of the Tear Film Lipid Layer

GaitVibe+: Enhancing Structural Vibration-based Footstep Localization Using Temporary Cameras for In-home Gait Analysis

Multi-modal Wound Classification using Wound Image and Location by Deep Neural Network

Split-PU: Hardness-aware Training Strategy for Positive-Unlabeled Learning

Understanding and Enhancing Robustness of Concept-based Models

Introduction and Exemplars of Uncertainty Decomposition

Causal Analysis of the TOPCAT Trial: Spironolactone for Preserved Cardiac Function Heart Failure

AICCA: AI-driven Cloud Classification Atlas

Sample-Specific Root Causal Inference with Latent Variables

An Intelligent Decision Support Ensemble Voting Model for Coronary Artery Disease Prediction in Smart Healthcare Monitoring Environments

Cepstral Coefficients for Earthquake Damage Assessment of Bridges Leveraging Deep Learning

Few-shot Backdoor Defense Using Shapley Estimation

Analysis of Smooth Pursuit Assessment in Virtual Reality and Concussion Detection using BiLSTM