AIMC Topic: Outcome Assessment, Health Care

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Seeing the whole elephant: integrated advanced data analytics in support of RWE for the development and use of innovative pharmaceuticals.

Expert review of pharmacoeconomics & outcomes research Jan 18, 2024
INTRODUCTION: The 21 century has brought about significant technological advancement, allowing the collection of new types of data from the real world on an unprecedented scale. The healthcare industry will benefit immensely from this abundance of pa...
Big Data Data Science Outcome Assessment, Health Care Humans Artificial Intelligence Machine Learning
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Leveraging Data and Technology to Enhance Interdisciplinary Collaboration and Health Outcomes.

Yearbook of medical informatics Dec 26, 2023
OBJECTIVE: To give an overview of recent research and propose a selection of best papers published in 2022 in Informatics for One Health.
Medical Informatics Ecosystem Outcome Assessment, Health Care Artificial Intelligence Digital Technology
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Predicting treatment response using machine learning: A registered report.

The British journal of clinical psychology Dec 18, 2023
OBJECTIVE: Previous research on psychotherapy treatment response has mainly focused on outpatients or clinical trial data which may have low ecological validity regarding naturalistic inpatient samples. To reduce treatment failures by proactively scr...
Aged Young Adult Adult Humans Machine Learning Female Treatment Outcome Inpatients Psychotherapy Male Middle Aged Severity of Illness Index Outcome Assessment, Health Care Pre-Registration Publication
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Predicting Outcomes of Antidepressant Treatment in Community Practice Settings.

Psychiatric services (Washington, D.C.) Dec 5, 2023
OBJECTIVE: The authors examined whether machine-learning models could be used to analyze data from electronic health records (EHRs) to predict patients' responses to antidepressant medications.
Patient Health Questionnaire Washington Community Mental Health Services Outcome Assessment, Health Care Antidepressive Agents Depressive Disorder Female Humans Adult Aged Male Machine Learning Middle Aged Young Adult Electronic Health Records
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Use of mobile technology to identify behavioral mechanisms linked to mental health outcomes in Kenya: protocol for development and validation of a predictive model.

BMC research notes Sep 21, 2023
OBJECTIVE: This study proposes to identify and validate weighted sensor stream signatures that predict near-term risk of a major depressive episode and future mood among healthcare workers in Kenya.
Humans Artificial Intelligence Depressive Disorder, Major Outcome Assessment, Health Care Kenya Africa, Eastern
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Individual-Level Prediction of Exposure Therapy Outcome Using Structural and Functional MRI Data in Spider Phobia: A Machine-Learning Study.

Depression and anxiety Aug 22, 2023
Machine-learning prediction studies have shown potential to inform treatment stratification, but recent efforts to predict psychotherapy outcomes with clinical routine data have only resulted in moderate prediction accuracies. Neuroimaging data showe...
Male Middle Aged Magnetic Resonance Imaging Humans Virtual Reality Exposure Therapy Young Adult Outcome Assessment, Health Care Treatment Outcome Machine Learning Spiders Phobic Disorders Adult Implosive Therapy Brain Animals Female
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Deep learning-based assessment of CT markers of sarcopenia and myosteatosis for outcome assessment in patients with advanced pancreatic cancer after high-intensity focused ultrasound treatment.

European radiology Aug 12, 2023
OBJECTIVES: To evaluate the prognostic value of CT-based markers of sarcopenia and myosteatosis in comparison to the Eastern Cooperative Oncology Group (ECOG) score for survival of patients with advanced pancreatic cancer treated with high-intensity ...
Muscle, Skeletal Pancreatic Neoplasms Outcome Assessment, Health Care Deep Learning Sarcopenia Humans Prognosis Retrospective Studies Tomography, X-Ray Computed Male
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A machine learning analysis to evaluate the outcome measures in inflammatory myopathies.

Autoimmunity reviews May 2, 2023
OBJECTIVE: To assess the long-term outcome in patients with Idiopathic Inflammatory Myopathies (IIM), focusing on damage and activity disease indexes using artificial intelligence (AI).
Humans Artificial Intelligence Machine Learning Myositis Outcome Assessment, Health Care
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Effects of Upper Limb Robot-Assisted Rehabilitation Compared with Conventional Therapy in Patients with Stroke: Preliminary Results on a Daily Task Assessed Using Motion Analysis.

Sensors (Basel, Switzerland) Mar 13, 2023
Robotic rehabilitation of the upper limb has demonstrated promising results in terms of the improvement of arm function in post-stroke patients. The current literature suggests that robot-assisted therapy (RAT) is comparable to traditional approaches...
Outcome Assessment, Health Care Upper Extremity Stroke Rehabilitation Recovery of Function Robotics Stroke Humans Treatment Outcome
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Volume-outcome relationship in intra-abdominal robotic-assisted surgery: a systematic review.

Journal of robotic surgery Oct 31, 2022
As robotic-assisted surgery (RAS) expands to smaller centres, platforms are shared between specialities. Healthcare providers must consider case volume and mix required to maintain quality and cost-effectiveness. This can be informed, in-part, by the...
Outcome Assessment, Health Care Hospitals Humans Prostatectomy Robotics Male Robotic Surgical Procedures
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