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Chi-Yung Cheng · SciRah

Researcher profile · Semantic Scholar

Chi-Yung Cheng

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Chi-Yung Cheng — researcher profile on SciRah

h-index: 16
Works: 50
Citations: 589

Most-cited papers

Ambient air pollution is associated with pediatric pneumonia: a time-stratified case–crossover study in an urban area
Chi-Yung Cheng, Shih-Yu Cheng, Chien-Chih Chen, Hsiu-Yung Pan +2 more
2019Environmental Health50 citations Open access
Semantic Scholar
Public Health Interventions for the COVID-19 Pandemic Reduce Respiratory Tract Infection-Related Visits at Pediatric Emergency Departments in Taiwan
Chien-Fu Lin, Ying-Hsien Huang, Chi-Yung Cheng, Kuan-Han Wu +2 more
2020Frontiers in Public Health45 citations Open access
Semantic Scholar
Difference between elderly and non-elderly patients in using serum lactate level to predict mortality caused by sepsis in the emergency department
Hsien-Hung Cheng, Fu-Cheng Chen, Meng-Wei Change, Chia-Te Kung +4 more
2018Medicine41 citations Open access
Semantic Scholar
Deep Learning Assisted Detection of Abdominal Free Fluid in Morison's Pouch During Focused Assessment With Sonography in Trauma
Chi-Yung Cheng, I-Min Chiu, Ming-Ya Hsu, Hsiu-Yung Pan +2 more
2021Frontiers in Medicine40 citations Open access
Semantic Scholar
Machine learning models for predicting in-hospital mortality in patient with sepsis: Analysis of vital sign dynamics
Chi-Yung Cheng, Chia-Te Kung, Fu-Cheng Chen, I-Min Chiu +4 more
2022Frontiers in Medicine35 citations Open access
Semantic Scholar
Machine Learning Models for Survival and Neurological Outcome Prediction of Out-of-Hospital Cardiac Arrest Patients
Chi-Yung Cheng, I-Min Chiu, Wun-Huei Zeng, Chih-Min Tsai +1 more
2021BioMed Research International29 citations Open access
Semantic Scholar
Use of a Deep-Learning Algorithm to Guide Novices in Performing Focused Assessment With Sonography in Trauma
I-Min Chiu, C. Lin, Fei-Fei Flora Yau, Fu-Jen Cheng +3 more
2023JAMA Network Open28 citations Open access
Semantic Scholar
Fine particulate matter constituents associated with emergency room visits for pediatric asthma: a time-stratified case–crossover study in an urban area
Y. Ho, Fu-Jen Cheng, Ming-Ta Tsai, Chih-Min Tsai +2 more
2020BMC Public Health26 citations Open access
Semantic Scholar
Using Machine Learning to Predict Bacteremia in Febrile Children Presented to the Emergency Department
Chih-Min Tsai, C. Lin, Huan Zhang, I-Min Chiu +3 more
2020Diagnostics23 citations Open access
Semantic Scholar
Quick Sepsis-related Organ Failure Assessment predicts 72-h mortality in patients with suspected infection
Fu-Cheng Chen, Chia-Te Kung, Hsien-Hung Cheng, Chi-Yung Cheng +3 more
2018European journal of emergency medicine20 citations Open access
Semantic Scholar
Using a Multiclass Machine Learning Model to Predict the Outcome of Acute Ischemic Stroke Requiring Reperfusion Therapy
I-Min Chiu, Wun-Huei Zeng, Chi-Yung Cheng, Shi-Huo Chen +1 more
2021Diagnostics19 citations Open access
Semantic Scholar
12th WINFOCUS world congress on ultrasound in emergency and critical care
Y. Acar, Onur Tezel, N. Salman, E. Çevik +118 more
2016Critical Ultrasound Journal19 citations Open access
Semantic Scholar
Utilization of Personalized Machine-Learning to Screen for Dysglycemia from Ambulatory ECG, toward Noninvasive Blood Glucose Monitoring
I-Min Chiu, Chi-Yung Cheng, Po-Kai Chang, Chao-Jui Li +2 more
2022Biosensors18 citations Open access
Semantic Scholar
Prospective clinical evaluation of deep learning for ultrasonographic screening of abdominal aortic aneurysms
I-Min Chiu, Tien-Yu Chen, You-Cheng Zheng, Xin-Hong Lin +3 more
2024npj Digital Medicine17 citations Open access
Semantic Scholar
Development and validation of a deep learning pipeline to measure pericardial effusion in echocardiography
Chi-Yung Cheng, Cheng-Ching Wu, Huang-Chung Chen, Chun-Hui Hung +3 more
2023Frontiers in Cardiovascular Medicine17 citations Open access
Semantic Scholar
Incidence of Stevens–Johnson syndrome following combination drug use of allopurinol, carbamazepine and phenytoin in Taiwan: A case–control study
F. Syu, Hsiu-Yung Pan, Po-Chun Chuang, Yi-Syun Huang +2 more
2018Journal of dermatology (Print)17 citations
Semantic Scholar
Using Machine Learning to Predict Invasive Bacterial Infections in Young Febrile Infants Visiting the Emergency Department
I-Min Chiu, Chi-Yung Cheng, Wun-Huei Zeng, Ying-Hsien Huang +1 more
2021Journal of Clinical Medicine15 citations Open access
Semantic Scholar
Physicians' Risk Tolerance and Head Computed Tomography Use for Pediatric Patients With Minor Head Injury
Chi-Yung Cheng, Hsiu-Yung Pan, Chao-Jui Li, Yi-Chuan Chen +3 more
2018Pediatric emergency care15 citations Open access
Semantic Scholar
Liver cirrhosis affects serum lactate level measurement while assessing disease severity in patients with sepsis
Chi-Yung Cheng, Chia-Te Kung, Kuan-Han Wu, Fu-Cheng Chen +4 more
2020European Journal of Gastroenterology and Hepathology14 citations Open access
Semantic Scholar
Explainable deep learning model to predict invasive bacterial infection in febrile young infants: A retrospective study
Ying Yang, Yi-Min Wang, C. Lin, Chi-Yung Cheng +4 more
2023Int. J. Medical Informatics11 citations Open access
Semantic Scholar
Using Deep Transfer Learning to Detect Hyperkalemia From Ambulatory Electrocardiogram Monitors in Intensive Care Units: Personalized Medicine Approach
I-Min Chiu, Jhu-Yin Cheng, Tien-Yu Chen, Yi-Min Wang +5 more
2022Journal of Medical Internet Research11 citations Open access
Semantic Scholar
Association between Ambient Air Pollution and Emergency Room Visits for Pediatric Respiratory Diseases: The Impact of COVID-19 Pandemic
Chi-Yung Cheng, Yu-Lun Tseng, Kuo-Chen Huang, I-Min Chiu +2 more
2022Toxics10 citations Open access
Semantic Scholar
Impact of coronary risk scores on disposition decision in emergency patients with chest pain.
Tzu-Yun Liu, Ming-Ta Tsai, Fu-Cheng Chen, Hsiu-Yung Pan +3 more
2021American Journal of Emergency Medicine9 citations Open access
Semantic Scholar
Metformin Affects Serum Lactate Levels in Predicting Mortality of Patients with Sepsis and Bacteremia
Fu-Cheng Chen, Chia-Te Kung, Hsien-Hung Cheng, Chi-Yung Cheng +4 more
2019Journal of Clinical Medicine8 citations Open access
Semantic Scholar
Risk Factors for Early Return Visits to the Emergency Department in Patients Presenting with Nonspecific Abdominal Pain and the Use of Computed Tomography Scan
Fei-Fei Flora Yau, Ying Yang, Chi-Yung Cheng, Chao-Jui Li +2 more
2021Healthcare7 citations Open access
Semantic Scholar
Impact of prior statin use on mortality in patients with type 2 diabetes mellitus and bloodstream infection
Chi-Yung Cheng, Chia-Te Kung, Fu-Cheng Chen, Hsien-Hung Cheng +3 more
2019Journal of International Medical Research7 citations Open access
Semantic Scholar
Stepwise Regression Machine Learning Models for In-Hospital Mortality Prediction in Patients After ST-Segment Slevation Myocardial Infarction (STEMI)
Chi-Yung Cheng, I-Min Chiu, C. Lin, Xin-Hong Lin +2 more
2022Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing5 citations
Semantic Scholar
Impact of estimated-weight-base dose of alteplase in acute stroke treatment on clinical outcome.
Chi-Yung Cheng, Shi-Huo Chen, Hsiu-Min Chen, Chao-Jui Li +2 more
2021Journal of clinical neuroscience5 citations
Semantic Scholar
Early prediction of in-hospital deterioration after emergency department admission using machine learning models
Chi-Yung Cheng, Ting-Hsuan Hsu, Yu-Lun Hung, Ting-Yu Hsu +4 more
2026BMC Emergency Medicine4 citations Open access
Semantic Scholar
Association between Air Pollution and Short-Term Outcome of ST-Segment Elevation Myocardial Infarction in a Tropical City, Kaohsiung, Taiwan
Jyun-Bin Huang, Kuo-Chen Huang, Ting-Min Hsieh, Chih-Min Tsai +3 more
2023Toxics4 citations Open access
Semantic Scholar
RAPID-ED: A predictive model for risk assessment of patient's early in-hospital deterioration from emergency department
Yi-Min Wang, I-Min Chiu, Yu-Ping Chuang, Chi-Yung Cheng +4 more
2024Resuscitation Plus3 citations Open access
Semantic Scholar
Explainable Deep Learning Model for Predicting Serious Adverse Events in Hospitalized Geriatric Patients Within 72 Hours
Ting-Yu Hsu, Chi-Yung Cheng, I-Min Chiu, C. Lin +4 more
2024Clinical Interventions in Aging3 citations Open access
Semantic Scholar
Automated Evaluation for Pericardial Effusion and Cardiac Tamponade with Echocardiographic Artificial Intelligence
I-Min Chiu, Miloš Vukadinovic, Y. Sahashi, Paul P. Cheng +3 more
2024medRxiv3 citations Open access
Semantic Scholar
Influence of the Coronavirus Disease 2019 Pandemic on Patients with ST-Segment Elevation Myocardial Infarction in Taiwan
Yuan-Heng Su, Kuan-Han Wu, Chih-Min Su, Chi-Yung Cheng +3 more
2021Emergency Medicine International3 citations Open access
Semantic Scholar
Self-screening to reduce medical resource consumption facing the COVID-19 pandemic
I-Min Chiu, Chi-Yung Cheng, Huan Zhang, C. Lin
2020Emergency Medicine Journal3 citations Open access
Semantic Scholar
Machine learning-based prediction of coronary care unit readmission: A multihospital validation study
Fei-Fei Flora Yau, I-Min Chiu, Kuan-Han Wu, Chi-Yung Cheng +4 more
2024medRxiv2 citations Open access
Semantic Scholar
The Influence of the COVID-19 Pandemic in an Emergency Department for Cardio-Cerebrovascular Disease Visits in Taiwan
Tzu-Yun Liu, Ming-Ta Tsai, Fu-Jen Cheng, Chi-Yung Cheng
2021Cerebrovascular Diseases2 citations Open access
Semantic Scholar
Development and Validation of an Explainable Deep Learning Model to Predict Adverse Event During Hospital Admission in Patients with Sepsis
I-Min Chiu, Yu-Ping Chuang, Chi-Yung Cheng, C. Lin
2022Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing1 citations
Semantic Scholar
The Inverted T Wave: Type B Wellens' syndrome.
Tzu-Yun Liu, Ming-Ta Tsai, Chi-Yung Cheng
2021QJM : monthly journal of the Association of Physicians1 citations Open access
Semantic Scholar
The timing of last hemodialysis influences the prognostic value of serum lactate levels in predicting mortality of end-stage renal disease patients with sepsis in the emergency department
Chun-Mei Chu, Chih-Min Su, Fu-Cheng Chen, Chi-Yung Cheng +2 more
2021Medicine1 citations Open access
Semantic Scholar
Point-of-care ultrasound diagnosis of thoracic aortic aneurysm in a patient presenting with hemoptysis
Chi-Yung Cheng, Hsiu-Yung Pan, Chia-Te Kung
2019Ultrasound in Medicine and Biology1 citations Open access
Semantic Scholar
Early prediction of clinical deterioration in older adults with suspected infection admitted from the emergency department to general wards: a multicenter machine learning study
Yu-Lun Hung, Chu-Yin Cheng, Ting-Yu Hsu, Ting-Hsuan Hsu +4 more
2026BMC Geriatrics0 citations Open access
Semantic Scholar
Endocrine Disruptors, Gut Microbiota, and Type 2 Diabetes: Bridging Mechanisms to Probiotic-Based Therapeutic Approaches
Shun Cheung, Chi-Yung Cheng, V. Ponnusamy, Kai-Fan Tsai +7 more
2026Diabetes, Metabolic Syndrome and Obesity : Targets and Therapy0 citations Open access
Semantic Scholar
Changes in lung ultrasound presentation induced by breath-hold diving in a simulated depth competition at Taiwan.
Ying Chi, Hsiu-Yung Pan, Po-Chun Chuang, Chi-Yung Cheng +2 more
2026Diving and Hyperbaric Medicine0 citations Open access
Semantic Scholar
Prospective Clinical Evaluation of a Deep Learning Algorithm for Guided Point-of-Care Ultrasonography Screening of Abdominal Aortic Aneurysms
I-Min Chiu, Tien-Yu Chen, You-Cheng Zheng, Xin-Hong Lin +3 more
2024medRxiv0 citations Open access
Semantic Scholar
Explainable Deep Learning Model to Predict Invasive Bacterial Infection in Febrile Young Infants: A Retrospective Study
Ying Yang, Yi-Ming Wang, C. Lin, Chi-Yung Cheng +4 more
2022Social Science Research Network0 citations Open access
Semantic Scholar
Correction: Yau et al. Risk Factors for Early Return Visits to the Emergency Department in Patients Presenting with Nonspecific Abdominal Pain and the Use of Computed Tomography Scan. Healthcare 2021, 9, 1470
Fei-Fei Flora Yau, Ying Yang, Chi-Yung Cheng, Chao-Jui Li +2 more
2022Healthcare0 citations Open access
Semantic Scholar
Detection of intussusception by point-of-care ultrasound at emergency department: a case report
Tzu-Yun Liu, Chi-Yung Cheng
2019Ultrasound in Medicine and Biology0 citations Open access
Semantic Scholar
Detection of Interstitial Pregnancy with Rupture by Point-of-Care Ultrasound at Emergency Department: A Case Report
Chi-Yung Cheng, Hsiu-Yung Pan, Chia-Te Kung
20170 citations
Semantic Scholar
Development and validation of an end-to-end deep learning pipeline to measure 1 pericardial effusion in echocardiography
Cheng-Ching Wu, Chi-Yung Cheng, Huang-Chung Chen, Chun-Huei Hung +3 more
0 citations
Semantic Scholar

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