Yu-Chuan Li

Orcid: 0000-0001-6497-4232

Affiliations:
  • Taipei Medical University, Taiwan


According to our database1, Yu-Chuan Li authored at least 165 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Ability of machine-learning based clinical decision support system to reduce alert fatigue, wrong-drug errors, and alert users about look alike, sound alike medication.
Comput. Methods Programs Biomed., January, 2024

2023
Using alert dwell time to filter universal clinical alerts: A machine learning approach.
Comput. Methods Programs Biomed., October, 2023

Emotion recognition in doctor-patient interactions from real-world clinical video database: Initial development of artificial empathy.
Comput. Methods Programs Biomed., May, 2023

Artificial intelligence in diabetic retinopathy: Bibliometric analysis.
Comput. Methods Programs Biomed., April, 2023

Adjustable Cuffless Smartphone Attachment (ACSA+) for Estimation of Blood Pressure Trends: A Pilot Study.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Facial Mimicry and Doctor-Patient Satisfaction: The Feasibility of Artificial Empathy in a Clinical Video Data.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Artificial Intelligence Approach for Severe Dengue Early Warning System.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Machine-Learning Based Risk Assessment for Cancer Therapy-Related Cardiac Adverse Events Among Breast Cancer Patients.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Speech Emotion Recognition Applied to Real-World Medical Consultation.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

2022
Pilot Report for Intracranial Hemorrhage Detection with Deep Learning Implanted Head Computed Tomography Images at Emergency Department.
J. Medical Syst., 2022

Social media sentiment analysis to monitor the performance of vaccination coverage during the early phase of the national COVID-19 vaccine rollout.
Comput. Methods Programs Biomed., 2022

Sequential coupling of dry and wet COVID-19 screening to reduce the number of quarantined individuals.
Comput. Methods Programs Biomed., 2022

Early Diabetes Prediction: A Comparative Study Using Machine Learning Techniques.
Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022

Temporal Phenomics - A Powerful Approach Using AI to Achieve "Earlier Medicine".
Proceedings of the Achievements, 2022

Cuffless Blood Pressure Estimation from Finger PPG and ECG Signals Verified by the AAMI Protocol.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022

2021
Coherence between Decomposed Components of Wrist and Finger PPG Signals by Imputing Missing Features and Resolving Ambiguous Features.
Sensors, 2021

Improved diagnosis-medication association mining to reduce pseudo-associations.
Comput. Methods Programs Biomed., 2021

Social Media Data Analytics for Outbreak Risk Communication: Public Attention on the "New Normal" During the COVID-19 Pandemic in Indonesia.
Comput. Methods Programs Biomed., 2021

Digital interventions self-management education for type 1 and 2 diabetes: A systematic review and meta-analysis.
Comput. Methods Programs Biomed., 2021

Effects of Virtual Reality Sessions on the Quality of Life, Happiness, and Functional Fitness among the Older People: A Randomized Controlled Trial from Taiwan.
Comput. Methods Programs Biomed., 2021

Using Artificial Intelligence for the Early Detection of Micro-Progression of Pressure Injuries in Hospitalized Patients: A Preliminary Nursing Perspective Evaluation.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Clinical Usefulness of Drug-Disease Interaction Alerts from a Clinical Decision Support System, MedGuard, for Patient Safety: A Single Center Study.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

2020
Deep learning algorithms for detection of diabetic retinopathy in retinal fundus photographs: A systematic review and meta-analysis.
Comput. Methods Programs Biomed., 2020

User satisfaction with a smartphone-compatible, artificial intelligence-based cutaneous pigmented lesion evaluator.
Comput. Methods Programs Biomed., 2020

An Innovative Scoring System for Predicting Major Adverse Cardiac Events in Patients With Chest Pain Based on Machine Learning.
IEEE Access, 2020

Deep Learning Approach for the Development of a Novel Predictive Model for Prostate Cancer.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Deep Learning for Accurate Diagnosis of Glaucomatous Optic Neuropathy Using Digital Fundus Image: A Meta-Analysis.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Opinions regarding Virtual Reality among Older People in Taiwan.
Proceedings of the 6th International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2020

2019
Deep into Patient care: An automated deep learning approach for reshaping patient care in clinical setting.
Comput. Methods Programs Biomed., 2019

Prediction of fatty liver disease using machine learning algorithms.
Comput. Methods Programs Biomed., 2019

An artificial intelligence approach to early predict non-ST-elevation myocardial infarction patients with chest pain.
Comput. Methods Programs Biomed., 2019

Evaluation of user satisfaction and usability of a mobile app for smoking cessation.
Comput. Methods Programs Biomed., 2019

A machine learning approach for predicting urine output after fluid administration.
Comput. Methods Programs Biomed., 2019

Corrigendum to "Cloud-based BP system integrated with CPOE improves self-management of the hypertensive patients: A randomized controlled trial" Comput Methods Programs Biomed 2016;132: 105-113.
Comput. Methods Programs Biomed., 2019

Prediction of sepsis patients using machine learning approach: A meta-analysis.
Comput. Methods Programs Biomed., 2019

A probabilistic model for reducing medication errors: A sensitivity analysis using Electronic Health Records data.
Comput. Methods Programs Biomed., 2019

Opening the Black Box: Explaining the Process of Basing a Health Recommender System on the I-Change Behavioral Change Model.
IEEE Access, 2019

Development of Deep Learning Algorithm for Detection of Colorectal Cancer in EHR Data.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Prediction of Clinical Events in Hemodialysis Patients Using an Artificial Neural Network.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Artificial Intelligence in Diabetic Retinopathy: Insights from a Meta-Analysis of Deep Learning.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Graft Rejection Prediction Following Kidney Transplantation Using Machine Learning Techniques: A Systematic Review and Meta-Analysis.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Risk of Acute Myocardial Infarction in Patients with Rheumatic Arthritis: A National-Wide Population-Based Cohort Study.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Acceptability of Virtual Reality among Older People: Ordinal Logistic Regression Study from Taiwan.
Proceedings of the ICBRA '19: 6th International Conference on Bioinformatics Research and Applications, 2019

2018
Artificial-Intelligence-Based Prediction of Clinical Events among Hemodialysis Patients Using Non-Contact Sensor Data.
Sensors, 2018

Uncovering exposures responsible for birth season - disease effects: a global study.
J. Am. Medical Informatics Assoc., 2018

Development of user-friendly tools for biomedical research and healthcare.
Comput. Methods Programs Biomed., 2018

Potentiality of deep learning application in healthcare.
Comput. Methods Programs Biomed., 2018

Patient satisfaction with dermatology teleconsultation by using MedX.
Comput. Methods Programs Biomed., 2018

Artificial Intelligence in Clinical Implications.
Comput. Methods Programs Biomed., 2018

Improving the quality healthcare through the efficient computer-aided prediction models.
Comput. Methods Programs Biomed., 2018

Mobile and wearable technologies in healthcare for the ageing population.
Comput. Methods Programs Biomed., 2018

Improving access to state of the art statistical methods for use in applied clinical research.
Comput. Methods Programs Biomed., 2018

The use of multimedia medical data and machine learning for various diagnoses.
Comput. Methods Programs Biomed., 2018

Machine learning based cancer detection using various image modalities.
Comput. Methods Programs Biomed., 2018

AI in Medicine: Big Data Remains a Challenge.
Comput. Methods Programs Biomed., 2018

Using modified information delivery to enhance the traditional pharmacy OSCE program at TMU - a pilot study.
Comput. Methods Programs Biomed., 2018

The usefulness and actual use of wearable devices among the elderly population.
Comput. Methods Programs Biomed., 2018

A hackathon promoting Taiwanese health-IoT innovation.
Comput. Methods Programs Biomed., 2018

Improving healthcare management with data science.
Comput. Methods Programs Biomed., 2018

Toward precise and preventive healthcare with computational tools.
Comput. Methods Programs Biomed., 2018

An Automated Technique to Construct a Knowledge Base of Traditional Chinese Herbal Medicine for Cancers: An Exploratory Study for Breast Cancer.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

Applications of Machine Learning in Fatty Live Disease Prediction.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

A Systematic Analysis of All the Alerts from CPOE: A Real Example from the Outpatient Clinic of a University Teaching Hospital.
Proceedings of the AMIA 2018, 2018

2017
Benzodiazepines use and breast cancer risk: A population-based study and gene expression profiling evidence.
J. Biomed. Informatics, 2017

The novel use of an Extreme learning machines for clinical decision support systems.
Comput. Methods Programs Biomed., 2017

Unity is Strength: Improving biomedical classification performance based on ensemble learning approaches.
Comput. Methods Programs Biomed., 2017

Predictive Analytics through Machine Learning in the clinical settings.
Comput. Methods Programs Biomed., 2017

Two new computational methods for data analysis: A social network analysis-based classifier and the GEEORD SAS module.
Comput. Methods Programs Biomed., 2017

The integration of image processing and machine learning for the diagnosis of stroke in CT.
Comput. Methods Programs Biomed., 2017

Automatic methods for managements of cancer, medicine, and behavior.
Comput. Methods Programs Biomed., 2017

Cancer quantification from data mining to artificial intelligence.
Comput. Methods Programs Biomed., 2017

The informative exhibition of diagnostic imaging.
Comput. Methods Programs Biomed., 2017

Solving the adoption bottleneck to streamline application of medical informatics.
Comput. Methods Programs Biomed., 2017

Deciphering the human brain: How health information technology can help in diagnosis, evaluation, and treatment.
Comput. Methods Programs Biomed., 2017

The new mindset for embracing precision medicine: Developing new approaches for exploring diseases.
Comput. Methods Programs Biomed., 2017

A personalized medication management platform (PMMP) to improve medication adherence: A randomized control trial.
Comput. Methods Programs Biomed., 2017

Mining new applications from current algorithms.
Comput. Methods Programs Biomed., 2017

Viral warts (Human Papilloma Virus) as a potential risk for breast cancer among younger females.
Comput. Methods Programs Biomed., 2017

Solving Interoperability in Translational Health.
Appl. Clin. Inform., 2017

E-Health Literacy and Health Information Seeking Behavior Among University Students in Bangladesh.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

2016
Reliable and stable computer-aided diagnosis systems for images.
Comput. Methods Programs Biomed., 2016

Social media as a primary source of medical knowledge acquisition and dissemination.
Comput. Methods Programs Biomed., 2016

Pressing onward towards the goal: Engineering intelligent systems to improve clinical care.
Comput. Methods Programs Biomed., 2016

Do false positive alerts in naïve clinical decision support system lead to false adoption by physicians? A randomized controlled trial.
Comput. Methods Programs Biomed., 2016

Editorial.
Comput. Methods Programs Biomed., 2016

Automated classification of fatty liver disease using ultrasound images.
Comput. Methods Programs Biomed., 2016

Metabolomics processing made easier.
Comput. Methods Programs Biomed., 2016

Editorial.
Comput. Methods Programs Biomed., 2016

Cloud-based BP system integrated with CPOE improves self-management of the hypertensive patients: A randomized controlled trial.
Comput. Methods Programs Biomed., 2016

Cancer-disease associations: A visualization and animation through medical big data.
Comput. Methods Programs Biomed., 2016

Association between anxiety state and mitral valve disorders: A Taiwanese population-wide observational study.
Comput. Methods Programs Biomed., 2016

The effect of an integrated education model on anxiety and uncertainty in patients undergoing cervical disc herniation surgery.
Comput. Methods Programs Biomed., 2016

Editorial.
Comput. Methods Programs Biomed., 2016

Effect of implementation of a coded problem list entry subsystem.
Comput. Methods Programs Biomed., 2016

Lessons learnt from a MOOC about social media for digital health literacy.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
A richly interactive exploratory data analysis and visualization tool using electronic medical records.
BMC Medical Informatics Decis. Mak., 2015

Profiling phenome-wide associations: a population-based observational study.
J. Am. Medical Informatics Assoc., 2015

A novel tool for visualizing chronic kidney disease associated polymorbidity: a 13-year cohort study in Taiwan.
J. Am. Medical Informatics Assoc., 2015

Corrigendum to "What are the most popular topics of CMPB in the past 3 years?" [Comput. Methods Programs Biomed. 120(June (1)) (2015) 1-2].
Comput. Methods Programs Biomed., 2015

What are the most popular topics of CMPB in the past 3 years?
Comput. Methods Programs Biomed., 2015

Managing mass events and competitions with difficult-to-access locations using mobile electrocardiac monitoring.
Comput. Methods Programs Biomed., 2015

Building a National Electronic Medical Record Exchange System - Experiences in Taiwan.
Comput. Methods Programs Biomed., 2015

LabPush: A pilot study of providing remote clinics with laboratory results via short message service (SMS) in Swaziland, Africa - A qualitative study.
Comput. Methods Programs Biomed., 2015

mHealth: An updated systematic review with a focus on HIV/AIDS and tuberculosis long term management using mobile phones.
Comput. Methods Programs Biomed., 2015

Interactions between traditional Chinese medicine and western drugs in Taiwan: A population-based study.
Comput. Methods Programs Biomed., 2015

Utilizing different word representation methods for twitter data in adverse drug reactions extraction.
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2015

The Design of Web-based Medical Licensing Information System at Semarang City Health Office.
Proceedings of the Digital Healthcare Empowering Europeans, 2015

Observational Health Data Sciences and Informatics (OHDSI): Opportunities for Observational Researchers.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

2014
Potential drug-drug interactions in pediatric outpatient prescriptions for newborns and infants.
Comput. Methods Programs Biomed., 2014

A smart medication recommendation model for the electronic prescription.
Comput. Methods Programs Biomed., 2014

Empowering village doctors and enhancing rural healthcare using cloud computing in a rural area of mainland China.
Comput. Methods Programs Biomed., 2014

Emergency department utilization can indicate early diagnosis of digestive tract cancers: A population-based study in Taiwan.
Comput. Methods Programs Biomed., 2014

Reduce Medication Errors by Applying a Probabilistic Model: A Pilot Study.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

Using Machine Learning to Predict the Smoking Cessation Success Plan in Taiwan.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

Infectious disease risk from anti-psychotic drug use: A population-based study.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

A visual analysis approach to cohort study of electronic patient records.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013
Effects of and satisfaction with short message service reminders for patient medication adherence: a randomized controlled study.
BMC Medical Informatics Decis. Mak., 2013

Physicians' responses to computerized drug-drug interaction alerts for outpatients.
Comput. Methods Programs Biomed., 2013

A method to manage and share anti-retroviral (ARV) therapy information of human immunodeficiency virus (HIV) patients in Vietnam.
Comput. Methods Programs Biomed., 2013

Past, present, and future of CMPB.
Comput. Methods Programs Biomed., 2013

The relationship between usage intention and adoption of electronic health records at primary care clinics.
Comput. Methods Programs Biomed., 2013

Critical laboratory result reporting system in cancer patients.
Comput. Methods Programs Biomed., 2013

2012
A global travelers' electronic health record template standard for personal health records.
J. Am. Medical Informatics Assoc., 2012

Study on the potential for delay tolerant networks by health workers in low resource settings.
Comput. Methods Programs Biomed., 2012

EFMI Initiatives for Inter-Regional Cooperation: the TrEHRT Project.
Proceedings of the Large Scale Projects in eHealth, 2012

2011
Using Health Smart Cards to Check Drug Allergy History: The Perspective from Taiwan's Experiences.
J. Medical Syst., 2011

The Taiwanese method for providing patients data from multiple hospital EHR systems.
J. Biomed. Informatics, 2011

A novel method for inferring RFID tag reader recordings into clinical events.
Int. J. Medical Informatics, 2011

A model to personalize scheduling of complex prescriptions.
Comput. Methods Programs Biomed., 2011

Developing guideline-based decision support systems using protégé and jess.
Comput. Methods Programs Biomed., 2011

Cross-domain probabilistic inference in a clinical decision support system: Examples for dermatology and rheumatology.
Comput. Methods Programs Biomed., 2011

2010
Comparison of documentation time between an electronic and a paper-based record system by optometrists at an eye hospital in south India: A time-motion study.
Comput. Methods Programs Biomed., 2010

Development and implementation of a national telehealth project for long-term care: A preliminary study.
Comput. Methods Programs Biomed., 2010

A guideline-based decision support for pharmacological treatment can improve the quality of hyperlipidemia management.
Comput. Methods Programs Biomed., 2010

2009
Artificial Neural Network to Predict Skeletal Metastasis in Patients with Prostate Cancer.
J. Medical Syst., 2009

Between Personal Health Record Website and Portable Medical Health Record: An Online Data Transformation Interface.
Proceedings of the Connecting Health and Humans - Proceedings of NI2009, The 10th International Congress on Nursing Informatics, 28 June, 2009

An Interoperability Infrastructure with Portable Prescription for Improving Patient Safety - The Framework of a National Standard in Taiwan.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

2008
The use of a CPOE log for the analysis of physicians' behavior when responding to drug-duplication reminders.
Int. J. Medical Informatics, 2008

Artificial neural network prediction of clozapine response with combined pharmacogenetic and clinical data.
Comput. Methods Programs Biomed., 2008

Predicting hypotensive episodes during spinal anesthesia with the application of artificial neural networks.
Comput. Methods Programs Biomed., 2008

2007
Mobile information and communication in the hospital outpatient service.
Int. J. Medical Informatics, 2007

Building a portable data and information interoperability infrastructure - framework for a standard Taiwan Electronic Medical Record Template.
Comput. Methods Programs Biomed., 2007

2006
Applying an Artificial Neural Network to Predict Osteoporosis in the Elderly.
Proceedings of the Ubiquity: Technologies for Better Health in Aging Societies, 2006

Safety Portal: The Safest Goes Through the Air Ubiquitous high-risk reminders bridging out the patient safety in emergency department.
Proceedings of the Ubiquity: Technologies for Better Health in Aging Societies, 2006

A Rapid Development Environment for Synthesizing Guideline-Based Decision Support Systems.
Proceedings of the Interdisciplinary and Multidisciplinary Research in Computer Science, 2006

2005
Outcome Prediction after Moderate and Severe Head Injury Using an Artificial Neural Network.
Proceedings of the Connecting Medical Informatics and Bio-Informatics - Proceedings of MIE 2005, 2005

Pervasive Observation Medicine: The Application of RFID to Improve Patient Safety in Observation Unit of Hospital Emergency Department.
Proceedings of the Connecting Medical Informatics and Bio-Informatics - Proceedings of MIE 2005, 2005

Using Mobile Technology to Improve Healthcare Service Quality.
Proceedings of the Connecting Medical Informatics and Bio-Informatics - Proceedings of MIE 2005, 2005

The Evaluation of Game-based E-learning for Medical Education: a Preliminary Survey.
Proceedings of the AMIA 2005, 2005

2003
The validity of an Internet-based Self-assessment Program for Depression.
Proceedings of the AMIA 2003, 2003

Predicting Cranial Computed Tomography Results of Head Injury Patients Using an Artificial Neural Network.
Proceedings of the AMIA 2003, 2003

Stratification of Adverse Outcomes by Preoperative Risk Factors in Coronary Artery Bypass Graft Patients: An Artificial Neural Network Prediction Model.
Proceedings of the AMIA 2003, 2003

Assessing the Impact of User Interfaces to the Usability of a Clinical Decision Support System.
Proceedings of the AMIA 2003, 2003

2002
Medical Data Mining - Experience of Knowledge Discovery in Two Clinical Databases.
Proceedings of the AMIA 2002, 2002

Neural network modeling to predict the hypnotic effect of propofol bolus induction.
Proceedings of the AMIA 2002, 2002

Test-retest Reliability of Internet-based Self-assessment Program for Depression.
Proceedings of the AMIA 2002, 2002

Outcome Prediction after Moderate and Severe Head Injury Using an Artificial Neural Network.
Proceedings of the AMIA 2002, 2002

Exchangeable Multimedia Framework for Digital Library in Medicine.
Proceedings of the AMIA 2002, 2002

2001
Sharing patient care records over the World Wide Web.
Int. J. Medical Informatics, 2001

Building a generic architecture for medical information exchange among healthcare providers.
Int. J. Medical Informatics, 2001

Development and deployment of a web-based physician order entry system.
Int. J. Medical Informatics, 2001

2000
Neural network modeling for surgical decisions on traumatic brain injury patients.
Int. J. Medical Informatics, 2000

1999
Curriculum for building medical resources on the Internet - experience in Taiwan.
Int. J. Medical Informatics, 1999

1997
Medical Applications of Distributed Multimedia Database System on the Internet.
Proceedings of the AMIA 1997, 1997

Comparing the Performance of Mathematical Models for Surgical Decisions on Head Injury Patients.
Proceedings of the AMIA 1997, 1997


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