AIMC Topic: Singapore

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Heart rate variability based machine learning models for risk prediction of suspected sepsis patients in the emergency department.

Medicine Feb 1, 2019
Early identification of high-risk septic patients in the emergency department (ED) may guide appropriate management and disposition, thereby improving outcomes. We compared the performance of machine learning models against conventional risk stratifi...
Machine Learning Female Humans Socioeconomic Factors Triage Systemic Inflammatory Response Syndrome ROC Curve Heart Rate Organ Dysfunction Scores Emergency Service, Hospital Singapore Sepsis Aged, 80 and over Middle Aged Hospital Mortality Male Severity of Illness Index Reproducibility of Results Aged
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Artificial Intelligence and Radiology in Singapore: Championing a New Age of Augmented Imaging for Unsurpassed Patient Care.

Annals of the Academy of Medicine, Singapore Jan 1, 2019
Artificial intelligence (AI) has been positioned as being the most important recent advancement in radiology, if not the most potentially disruptive. Singapore radiologists have been quick to embrace this technology as part of the natural progression...
Radiology Singapore Machine Learning Image Processing, Computer-Assisted Societies, Medical Humans Neural Networks, Computer Artificial Intelligence
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Automated Classification Using End-to-End Deep Learning.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2018
According to a study [1] by the Ministry of Health in Singapore, since 2009, cancer, ischaemic heart disease and pneumonia together accounted for approximately 60% of the total causes of death. It has been 9 years, and Pneumonia and other Acute Upper...
Singapore Diagnosis, Computer-Assisted Deep Learning Quality of Life Neural Networks, Computer
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Can Robots Accelerate the Learning Curve for Surgical Training? An Analysis of Residents and Medical Students.

Annals of the Academy of Medicine, Singapore Jan 1, 2018
Surgical traineeship has traditionally been based on a master apprentice model where learning takes place in the operating theatre. This approach has changed over the past few years with greater emphasis on surgical training taking place within the s...
Students, Medical Male Internship and Residency Female Clinical Competence Robotic Surgical Procedures Simulation Training Educational Measurement Adult Robotics Cholecystectomy, Laparoscopic Learning Curve Humans Singapore
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Selection and Short-Term Outcomes of Living Kidney Donors in Singapore - An Analysis of the Donor Care Registry.

Annals of the Academy of Medicine, Singapore Nov 1, 2017
INTRODUCTION: Transplant rates in Singapore have been falling and there is limited information on baseline characteristics and clinical outcomes of living kidney donors nationally. This study aimed to determine the safety of living kidney donor trans...
Lost to Follow-Up Singapore Registries Living Donors Kidney Failure, Chronic Renal Insufficiency, Chronic Kidney Transplantation Follow-Up Studies Nephrectomy Proportional Hazards Models Humans Postoperative Complications Glomerular Filtration Rate Age Factors Mortality Multivariate Analysis
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