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Non-invasive Hemoglobin Measurement Predictive Analytics with Missing Data and Accuracy Improvement Using Gaussian Process and Functional Regression Model

期刊: JOURNAL OF MEDICAL SYSTEMS, 2022; 46 (11)

Recent use of noninvasive and continuous hemoglobin (SpHb) concentration monitor has emerged as an alternative to invasive laboratory-based hematologi......

JIF:5.227

Improving the Classification Performance of Esophageal Disease on Small Dataset by Semi-supervised Efficient Contrastive Learning

期刊: JOURNAL OF MEDICAL SYSTEMS, 2022; 46 (1)

The classification of esophageal disease based on gastroscopic images is important in the clinical treatment, and is also helpful in providing patient......

JIF:5.227

Effectiveness of Wearable Device-based Intervention on Glycemic Control in Patients with Type 2 Diabetes: A System Review and Meta-Analysis

期刊: JOURNAL OF MEDICAL SYSTEMS, 2022; 46 (1)

With the development of flexible electronics and chip technology, the application value of wearable devices in lifelong treatment of chronic diseases ......

JIF:5.227

Development of the Joint Commission of Taiwan's Smart Healthcare Standard

期刊: JOURNAL OF MEDICAL SYSTEMS, 2021; 45 (6)

It is well known that information technology (IT) can play a pivotal role in enhancing healthcare quality and patient safety. The use of computational......

An Explainable Artificial Intelligence Framework for the Deterioration Risk Prediction of Hepatitis Patients

期刊: JOURNAL OF MEDICAL SYSTEMS, 2021; 45 (5)

In recent years, artificial intelligence-based computer aided diagnosis (CAD) system for the hepatitis has made great progress. Especially, the comple......

Effect of AI Explanations on Human Perceptions of Patient-Facing AI-Powered Healthcare Systems

期刊: JOURNAL OF MEDICAL SYSTEMS, 2021; 45 (6)

Ongoing research efforts have been examining how to utilize artificial intelligence technology to help healthcare consumers make sense of their clinic......

Application of Big Data and Artificial Intelligence in COVID-19 Prevention, Diagnosis, Treatment and Management Decisions in China

期刊: JOURNAL OF MEDICAL SYSTEMS, 2021; 45 (9)

COVID-19, caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), spread rapidly and affected most of the world since its outbreak in ......

Practice in Information Technology Support for Fangcang Shelter Hospital during COVID-19 Epidemic in Wuhan, China

期刊: JOURNAL OF MEDICAL SYSTEMS, 2021; 45 (4)

In confronting the sudden epidemic of COVID-19, China and other countries have been under great deal of pressure to block virus transmission and reduc......

The Impact of the COVID-19 Pandemic and the Importance of Telemedicine in Managing Acute ST Segment Elevation Myocardial Infarction Patients: Preliminary Experience and Literature Review

期刊: JOURNAL OF MEDICAL SYSTEMS, 2021; 45 (1)

The coronavirus disease 2019 (COVID-19), which is caused by a novel coronavirus (SARS-COV-2), has compromised health care systems and normal managemen......

Practice in Information Technology Support for Fangcang Shelter Hospital during COVID-19 Epidemic in Wuhan, China

期刊: JOURNAL OF MEDICAL SYSTEMS, 2021; 45 (4)

In confronting the sudden epidemic of COVID-19, China and other countries have been under great deal of pressure to block virus transmission and reduc......

Adaptive Fusion-Based Autonomous Laparoscope Control for Semi-Autonomous Surgery

期刊: JOURNAL OF MEDICAL SYSTEMS, 2020; 44 (1)

The purpose of this paper is to develop an autonomous tracking algorithm based on adaptive fusion kinematics method, the autonomous laparoscope contro......

Construction of RSA-Based Authentication Scheme in Authorized Access to Healthcare Services Authorized Access to Healthcare Services

期刊: JOURNAL OF MEDICAL SYSTEMS, 2020; 44 (1)

Modern network technology yields new interface for telecare medicine information systems in short TMIS used for patient's healthcare. This system is u......

Diagnostic and Gradation Model of Osteoporosis Based on Improved Deep U-Net Network

期刊: JOURNAL OF MEDICAL SYSTEMS, 2020; 44 (1)

The measurement of bone mineral density for osteoporosis has always been the focus of researchers because it plays an important role in bone disease d......

Segmentation and Diagnosis of Papillary Thyroid Carcinomas Based on Generalized Clustering Algorithm in Ultrasound Elastography

期刊: JOURNAL OF MEDICAL SYSTEMS, 2020; 44 (1)

Papillary thyroid carcinomas (PTC) are the most common type of thyroid malignant tumors. Existing methods for clustering high-noise ultrasound images ......

Imaging Examination and Quantitative Detection and Analysis of Gastrointestinal Diseases Based on Data Mining Technology

期刊: JOURNAL OF MEDICAL SYSTEMS, 2020; 44 (1)

The medical image storage and transmission system completes the collection, storage, management, diagnosis and information processing of digital medic......

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