Jer‐Guang Hsieh

I-Shou University — Taiwan

Engineering · Physical Sciences

24h-index2.2kcitations128works0.02yr avg
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Research Topics

Stability and Control of Uncertain Systems(38), Neural Networks and Applications(24), Neural Networks Stability and Synchronization(20), Stability and Controllability of Differential Equations(16), Adaptive Control of Nonlinear Systems(15)

Publications127 total

Iterated cross validation method for prediction of survival in diffuse large B-cell lymphoma for small size dataset
Scientific Reports·2023· 11 citedOpen Access
Prediction of Coronary Artery Disease Using Machine Learning
2022· 2 cited
Iterated Cross Validation Method for Prediction of Survival in Diffuse Large B-cell Lymphoma for Small Size Dataset
Research Square (Research Square)·2022· 2 citedOpen Access
Object Detection via Gradient-Based Mask R-CNN Using Machine Learning Algorithms
Machines·2022· 13 citedOpen Access
Development of a Machine Learning Based Web Application for Early Diagnosis of COVID-19 Based on Symptoms
Diagnostics·2022· 30 citedOpen Access
Study on Resistant Hierarchical Fuzzy Neural Networks
Electronics·2022· 3 citedOpen Access
Cross-Modal Deep Learning Based on Texts and ECG Images for Risk Prediction of Patients with Acute Chest Pain in the Emergency Department
2021 IEEE 3rd Eurasia Conference on IOT, Communication and Engineering (ECICE)·2021
Support Vector Classifier Trained by Gradient Descent
2021
A Novel Machine Learning Approach for Tuberculosis Segmentation and Prediction Using Chest-X-Ray (CXR) Images
Applied Sciences·2021· 18 citedOpen Access
Support Vector Machine Modelling for COVID-19 Prediction based on Symptoms using R Programming Language
2021· 7 cited
COVID-19 Prediction Applying Supervised Machine Learning Algorithms with Comparative Analysis Using WEKA
Algorithms·2021· 67 citedOpen Access
Object Identification and Localization Using Grad-CAM++ with Mask Regional Convolution Neural Network
Electronics·2021· 26 citedOpen Access
Remote Management Information System for Office of Student Organizations (RMIS - OSO)
2021
Survival Prediction in Patients with Diffuse Large B-cell Lymphoma Using Logistic and Neural Network Models
2021· 1 cited
Machine Learning Approach for Risk Prediction of Erosive Esophagitis in a Health Check-up Population in Taiwan
2021· 2 cited
Risk Prediction of Barrett’s Esophagus in a Taiwanese Health Examination Center Based on Regression Models
International Journal of Environmental Research and Public Health·2021· 4 citedOpen Access
Twitter Sentiment Analysis towards COVID-19 Vaccines in the Philippines Using Naïve Bayes
Information·2021· 164 citedOpen Access
Robust Multi-Class Classification Using Linearly Scored Categorical Cross-Entropy
2020· 23 cited
Emergency department disposition prediction using a deep neural network with integrated clinical narratives and structured data
International Journal of Medical Informatics·2020· 31 cited
Early short-term prediction of emergency department length of stay using natural language processing for low-acuity outpatients
The American Journal of Emergency Medicine·2020· 20 cited
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Frequent Co-authors

Jyh-Horng Jeng(19), Yeong‐Jeu Sun(9), Chang‐Hua Lien(8), Yih-Lon Lin(7), Charlyn Nayve Villavicencio(6), Julio Jerison E. Macrohon(6), Wei‐Der Chang(5), Rey‐Chue Hwang(5), X. Alphonse Inbaraj(5), Chun‐Chieh Tseng(3), Kuo-Hsien Hsia(3), Shu‐Ling Cheng(3), Po-Hsiang Lin(3), Kuo-Kuang Fan(3), Ker‐Wei Yu(2), Ming-Sheng Wu(2), Chien‐Hua Chen(2), Jenq-Der Chen(2), Hsu-Kun Wu(2), Yung Yang Lin(1)