AIMC Topic: Male

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Machine Learning Algorithms Predict Functional Improvement After Hip Arthroscopy for Femoroacetabular Impingement Syndrome in Athletes.

The Journal of bone and joint surgery. American volume Jun 16, 2021
BACKGROUND: Despite previous reports of improvements for athletes following hip arthroscopy for femoroacetabular impingement syndrome (FAIS), many do not achieve clinically relevant outcomes. The purpose of this study was to develop machine learning ...
Arthroscopy Sports Minimal Clinically Important Difference Femoracetabular Impingement Humans Adult Machine Learning Male Algorithms Treatment Outcome Female Recovery of Function Young Adult Predictive Value of Tests
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Machine Learning-based Prediction Model for Treatment of Acromegaly With First-generation Somatostatin Receptor Ligands.

The Journal of clinical endocrinology and metabolism Jun 16, 2021
CONTEXT: Artificial intelligence (AI), in particular machine learning (ML), may be used to deeply analyze biomarkers of response to first-generation somatostatin receptor ligands (fg-SRLs) in the treatment of acromegaly.
Acromegaly Keratins Clinical Decision Rules Receptors, Somatostatin Treatment Outcome Female Predictive Value of Tests Humans Aged Drug Monitoring Machine Learning Young Adult Ligands Biomarkers Adult Male Middle Aged Human Growth Hormone Insulin-Like Growth Factor I Logistic Models
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Prediction of Adult Height by Machine Learning Technique.

The Journal of clinical endocrinology and metabolism Jun 16, 2021
CONTEXT: Prediction of AH is frequently undertaken in the clinical setting. The commonly used methods are based on the assessment of skeletal maturation. Predictive algorithms generated by machine learning, which can already automatically drive cars ...
Humans Machine Learning Algorithms Decision Support Techniques Child, Preschool Child Longitudinal Studies Regression Analysis Predictive Value of Tests Infant, Newborn Adult Male Infant Body Height Pediatrics Anthropometry Growth Charts
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Clinically applicable artificial intelligence algorithm for the diagnosis, evaluation, and monitoring of acute retinal necrosis.

Journal of Zhejiang University. Science. B Jun 15, 2021
The prompt detection and proper evaluation of necrotic retinal region are especially important for the diagnosis and treatment of acute retinal necrosis (ARN). The potential application of artificial intelligence (AI) algorithms in these areas of cli...
Middle Aged Humans Retinal Necrosis Syndrome, Acute Aged Artificial Intelligence Young Adult Algorithms Adult Female Male
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Predicting Spinal Surgery Candidacy From Imaging Data Using Machine Learning.

Neurosurgery Jun 15, 2021
BACKGROUND: The referral process for consultation with a spine surgeon remains inefficient, given a substantial proportion of referrals to spine surgeons are nonoperative.
Magnetic Resonance Imaging Lumbar Vertebrae Spinal Stenosis Decompression, Surgical Humans Machine Learning Female Male Middle Aged
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Multimodal, multitask, multiattention (M3) deep learning detection of reticular pseudodrusen: Toward automated and accessible classification of age-related macular degeneration.

Journal of the American Medical Informatics Association : JAMIA Jun 12, 2021
OBJECTIVE: Reticular pseudodrusen (RPD), a key feature of age-related macular degeneration (AMD), are poorly detected by human experts on standard color fundus photography (CFP) and typically require advanced imaging modalities such as fundus autoflu...
Humans Computer Simulation Female Aged Male Datasets as Topic Retinal Drusen Diagnosis, Computer-Assisted Deep Learning Fundus Oculi Macular Degeneration
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Improving the delivery of palliative care through predictive modeling and healthcare informatics.

Journal of the American Medical Informatics Association : JAMIA Jun 12, 2021
OBJECTIVE: Access to palliative care (PC) is important for many patients with uncontrolled symptom burden from serious or complex illness. However, many patients who could benefit from PC do not receive it early enough or at all. We sought to address...
Palliative Care Decision Support Systems, Clinical Area Under Curve Quality Improvement Medical Informatics Humans Machine Learning Delivery of Health Care Electronic Health Records Female Aged Male Middle Aged ROC Curve
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Development and validation of a machine learning model predicting illness trajectory and hospital utilization of COVID-19 patients: A nationwide study.

Journal of the American Medical Informatics Association : JAMIA Jun 12, 2021
OBJECTIVE: The spread of coronavirus disease 2019 (COVID-19) has led to severe strain on hospital capacity in many countries. We aim to develop a model helping planners assess expected COVID-19 hospital resource utilization based on individual patien...
Registries Israel Proportional Hazards Models Hospitalization Aged Aged, 80 and over Adult Male Middle Aged Hospitals Length of Stay Humans Models, Statistical Machine Learning COVID-19 Prognosis Female
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Automated model versus treating physician for predicting survival time of patients with metastatic cancer.

Journal of the American Medical Informatics Association : JAMIA Jun 12, 2021
OBJECTIVE: Being able to predict a patient's life expectancy can help doctors and patients prioritize treatments and supportive care. For predicting life expectancy, physicians have been shown to outperform traditional models that use only a few pred...
Machine Learning Prognosis Electronic Health Records Female Aged Humans Area Under Curve Neoplasm Metastasis Kaplan-Meier Estimate Life Expectancy Radiation Oncologists Male Middle Aged Neoplasms ROC Curve
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Performance and educational training of radiographers in lung nodule or mass detection: Retrospective comparison with different deep learning algorithms.

Medicine Jun 11, 2021
The aim of this investigation was to compare the diagnostic performance of radiographers and deep learning algorithms in pulmonary nodule/mass detection on chest radiograph.A test set of 100 chest radiographs containing 53 cases with no pathology (no...
Solitary Pulmonary Nodule Taiwan Radiologists Radiography, Thoracic Humans Deep Learning Algorithms Burnout, Professional Clinical Competence Female Multiple Pulmonary Nodules Sensitivity and Specificity Male Middle Aged Lung
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