AIMC Topic: Hospitals, General

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Predicting Clinical Outcomes at the Toronto General Hospital Transitional Pain Service via the Manage My Pain App: Machine Learning Approach.

JMIR medical informatics Mar 28, 2025
BACKGROUND: Chronic pain is a complex condition that affects more than a quarter of people worldwide. The development and progression of chronic pain are unique to each individual due to the contribution of interacting biological, psychological, and ...
Female Aged Adult Male Humans Machine Learning Prognosis Pain Measurement Pain Management Hospitals, General Chronic Pain Middle Aged Surveys and Questionnaires Ontario Mobile Applications
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Protocol for the impact of machine learning-based clinician decision support algorithims in perioperative care (IMAGINATIVE) in Singapore general hospital : a large prospective randomised controlled trial.

BMJ open Dec 20, 2024
INTRODUCTION: As surgical accessibility improves, the incidence of postoperative complications is expected to rise. The implementation of a precise and objective risk stratification tool holds the potential to mitigate these complications by early id...
Machine Learning Prospective Studies Intensive Care Units Female Humans Postoperative Complications Adult Decision Support Systems, Clinical Randomized Controlled Trials as Topic Aged Male Elective Surgical Procedures Aged, 80 and over Middle Aged Singapore Risk Assessment Young Adult Hospitals, General Perioperative Care
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Digital Health Profile of South Korea: A Cross Sectional Study.

International journal of environmental research and public health May 23, 2022
(1) Backgroud: For future national digital healthcare policy development, it is vital to collect baseline data on the infrastructure and services of medical institutions' information and communication technology (ICT). To assess the state of medical ...
Artificial Intelligence Electronic Health Records Republic of Korea Cross-Sectional Studies Hospitals, General
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Artificial intelligence approaches to the determinants of women's vaginal dryness using general hospital data.

Journal of obstetrics and gynaecology : the journal of the Institute of Obstetrics and Gynaecology Jan 7, 2022
The aim of this study is to analyse the determinants of women's vaginal dryness using machine learning. Data came from Korea University Anam Hospital in Seoul, Republic of Korea, with 3298 women, aged 40-80 years, who attended their general health ch...
Vaginal Diseases Cholesterol Menopause Hospitals, General Humans Artificial Intelligence Female Middle Aged Inflammation
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How prevalent and severe is addiction on GABAmimetic drugs in an elderly German general hospital population? Focus on gabapentinoids, benzodiazepines, and z-hypnotic drugs.

Human psychopharmacology Oct 23, 2021
OBJECTIVE: Gabapentinoids (GPT) are reported to be increasingly misused by opioid- and polydrug-users, but the addictive potential of GPT outside of these populations remains understudied. Investigations comparing GPT abuse and dependence liability t...
Humans Female Aged Aged, 80 and over Benzodiazepines Opioid-Related Disorders Hospitals, General Male Hypnotics and Sedatives Analgesics, Opioid
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Symptomatology differences of major depression in psychiatric versus general hospitals: A machine learning approach.

Journal of affective disorders Sep 4, 2019
BACKGROUND: Symptomatology differences of major depressive disorder (MDD) in psychiatric and general hospitals in China leads to possible misdiagnosis. Looking at the symptomatology of first-visit patients with MDD in different mental health services...
Hospitals, General Hospitals, Psychiatric Surveys and Questionnaires Suicidal Ideation Symptom Assessment Diagnostic and Statistical Manual of Mental Disorders Middle Aged Depressive Disorder, Major China Humans Machine Learning Female Young Adult Adult Diagnostic Errors Male
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Intestinal helminth infections amongst HIV-infected adults in Mthatha General Hospital, South Africa.

African journal of primary health care & family medicine Dec 9, 2015
BACKGROUND: In South Africa, studies on the prevalence of intestinal helminth co-infection amongst HIV-infected patients as well as possible interactions between these two infection sare limited.
Comorbidity Cross-Sectional Studies Helminths Humans Qualitative Research Hospitals, General Animals Interviews as Topic South Africa Female Intestinal Diseases, Parasitic Male Adult Intestinal Diseases Prevalence HIV Seropositivity Helminthiasis
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Improving Prediction of Suicide and Accidental Death After Discharge From General Hospitals With Natural Language Processing.

JAMA psychiatry Oct 1, 2016
IMPORTANCE: Suicide represents the 10th leading cause of death across age groups in the United States (12.6 cases per 100 000) and remains challenging to predict. While many individuals who die by suicide are seen by physicians before their attempt, ...
Risk Assessment Suicide Cohort Studies Follow-Up Studies Regression Analysis Narration Natural Language Processing Aged, 80 and over Academic Medical Centers Adult Retrospective Studies Humans Male Proportional Hazards Models Cause of Death Female Middle Aged Massachusetts Patient Discharge Aged Hospitals, General Accidents
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