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Confidence-based laboratory test reduction recommendation algorithm
BackgroundWe propose a new deep learning model to identify unnecessary hemoglobin (Hgb) tests for patients admitted to the hospital, which can help...
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Nutritional management recommendation systems in polycystic ovary syndrome: a systematic review
BackgroundPeople with polycystic ovary syndrome suffer from many symptoms and are at risk of develo** diseases such as hypertension and diabetes in...
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Machine learning-based clinical decision support system for treatment recommendation and overall survival prediction of hepatocellular carcinoma: a multi-center study
The treatment decisions for patients with hepatocellular carcinoma are determined by a wide range of factors, and there is a significant difference...
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Pediatric dysphagia overview: best practice recommendation study by multidisciplinary experts
BackgroundCurrently, there is no comprehensive and multidisciplinary recommendation study covering all aspects of pediatric dysphagia (PD). This...
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Fast and Frictionless: A Novel Approach to Radiology Appointment Scheduling Using a Mobile App and Recommendation Engine
Many outpatient radiology orders are never scheduled, which can result in adverse outcomes. Digital appointment self-scheduling provides convenience,...
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Effectiveness of personalized meal recommendation in improving dietary behaviors of Chinese community-dwelling elders: study protocol for a cluster randomized controlled trial
BackgroundInappropriate eating behaviors, particularly a lack of food diversity and poor diet quality, have a significant impact on the prognosis of...
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Adherence to the World Health Organization’s physical activity recommendation in preschool-aged children: a systematic review and meta-analysis of accelerometer studies
BackgroundThe World Health Organization (WHO) recommend that preschool-aged children should engage in 180 min of total physical activity (TPA)...
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Practice recommendation for measuring washout rates in 123I-BMIPP fatty acid images
The purpose of this practice recommendation is to specifically identify the critical steps involved in performing and interpreting 123 I-β-methyl-iodop...
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A recommendation for the use of electrical biosensing technology in neonatology
AbstractNon-invasive cardiac output monitoring, via electrical biosensing technology (EBT), provides continuous, multi-parameter hemodynamic variable...
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Late-Onset Reactions after Hyaluronic Acid Dermal Fillers: A Consensus Recommendation on Etiology, Prevention and Management
Hyaluronic acid (HA) dermal fillers, generally considered low-risk, can lead to rare late-onset reactions (LORs) manifesting between 3 and 4 months...
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Development and Pilot Testing of an Algorithm-Based Approach to Anticholinergic Deprescribing in Older Patients
BackgroundAdverse anticholinergic drug reactions are common, yet evidence on how to reduce exposure to anticholinergic activity and reliably measure...
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Standardised lesion segmentation for imaging biomarker quantitation: a consensus recommendation from ESR and EORTC
BackgroundLesion/tissue segmentation on digital medical images enables biomarker extraction, image-guided therapy delivery, treatment response...
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Evaluation of Triple Whammy Prescriptions After the Implementation of a Drug Safety Algorithm
Background and ObjectiveThe term triple whammy (TW) refers to the concomitant use of non-steroidal anti-inflammatory drugs, diuretics, and...
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Prediction and recommendation by machine learning through repetitive internal validation for hepatic veno-occlusive disease/sinusoidal obstruction syndrome and early death after allogeneic hematopoietic cell transplantation
Using traditional statistical methods, we previously analyzed the risk factors and treatment outcomes of veno-occlusive disease/sinusoidal...
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Hematoma expansion prediction based on SMOTE and XGBoost algorithm
Hematoma expansion (HE) is a high risky symptom with high rate of occurrence for patients who have undergone spontaneous intracerebral hemorrhage...
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Assessment and management of chronic insomnia disorder: an algorithm for primary care physicians
BackgroundPrimary care physicians often lack resources and training to correctly diagnose and manage chronic insomnia disorder. Tools supporting...
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Treatment recommendation based on SYNTAX score 2020 derived from coronary computed tomography angiography and invasive coronary angiography
The diagnostic performance of the SYNTAX score 2020 (SS-2020) when calculated using CCTA remains unknown. This study aimed to compare treatment...
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Data set terminology of deep learning in medicine: a historical review and recommendation
Medicine and deep learning-based artificial intelligence (AI) engineering represent two distinct fields each with decades of published history. The...
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Factors associated with surgeon recommendation for additional cast immobilization of a CT-verified nondisplaced scaphoid waist fracture
IntroductionData from clinical trials suggest that CT-confirmed nondisplaced scaphoid waist fractures heal with less than the conventional 8–12 weeks...
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International EANM-SNMMI-ISMRM consensus recommendation for PET/MRI in oncology
PreambleThe Society of Nuclear Medicine and Molecular Imaging (SNMMI) is an international scientific and professional organization founded in 1954 to...
