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Decision Making, Computer-Assisted

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Machine learning, artificial intelligence and mechanical circulatory support: A primer for clinicians.

The Journal of heart and lung transplantation : the official publication of the International Society for Heart Transplantation 33775520
Artificial intelligence (AI) refers to the ability of machines to perform intelligent tasks, and machine learning (ML) is a subset of AI describing the ability of machines to learn independently and make accurate predictions. The application of AI co...
Algorithms Artificial Intelligence Decision Making, Computer-Assisted Disease Management Heart Failure Heart-Assist Devices Humans Machine Learning
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Machine learning for the prediction of bone metastasis in patients with newly diagnosed thyroid cancer.

Cancer medicine 33709570
OBJECTIVES: This study aimed to establish a machine learning prediction model that can be used to predict bone metastasis (BM) in patients with newly diagnosed thyroid cancer (TC).
Area Under Curve Bone Neoplasms Decision Making, Computer-Assisted Female Humans Logistic Models Machine Learning Male Middle Aged Models, Theoretical Risk Factors SEER Program Thyroid Neoplasms
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Machine learning-based prediction model using clinico-pathologic factors for papillary thyroid carcinoma recurrence.

Scientific reports 33654166
This study analyzed the prognostic significance of clinico-pathologic factors, including the number of metastatic lymph nodes (LNs) and lymph node ratio (LNR), in patients with papillary thyroid carcinoma (PTC), and attempted to construct a disease r...
Adolescent Adult Aged Decision Making, Computer-Assisted Female Humans Lymphatic Metastasis Machine Learning Male Middle Aged Models, Biological Neoplasm Recurrence, Local Retrospective Studies Thyroid Cancer, Papillary Thyroid Neoplasms
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How machine learning is embedded to support clinician decision making: an analysis of FDA-approved medical devices.

BMJ health & care informatics 33853863
OBJECTIVE: To examine how and to what extent medical devices using machine learning (ML) support clinician decision making.
Decision Making, Computer-Assisted Equipment and Supplies Humans Machine Learning United States United States Food and Drug Administration
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Deep learning-based artificial intelligence model to assist thyroid nodule diagnosis and management: a multicentre diagnostic study.

The Lancet. Digital health 33766289
BACKGROUND: Strategies for integrating artificial intelligence (AI) into thyroid nodule management require additional development and testing. We developed a deep-learning AI model (ThyNet) to differentiate between malignant tumours and benign thyroi...
Area Under Curve Artificial Intelligence China Decision Making, Computer-Assisted Deep Learning Diagnosis, Computer-Assisted Humans Predictive Value of Tests ROC Curve Sensitivity and Specificity Thyroid Nodule
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Development and Validation of a Machine Learning Model Using Administrative Health Data to Predict Onset of Type 2 Diabetes.

JAMA network open 34032855
IMPORTANCE: Systems-level barriers to diabetes care could be improved with population health planning tools that accurately discriminate between high- and low-risk groups to guide investments and targeted interventions.
Adolescent Adult Age of Onset Aged Aged, 80 and over Algorithms Child Cohort Studies Decision Making, Computer-Assisted Diabetes Mellitus, Type 2 Electronic Health Records Female Forecasting Humans Incidence Machine Learning Male Middle Aged Ontario Retrospective Studies Risk Assessment Young Adult
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Can methods of artificial intelligence aid in optimizing patient selection in patients undergoing intrauterine inseminations?

Journal of assisted reproduction and genetics 34031765
PURPOSE: AI and its machine learning algorithms have proven useful in several fields of medicine, including medically assisted reproduction. The purpose of the study was to construct several predictive models based on clinical data and select the bes...
Adult Artificial Intelligence Clomiphene Decision Making, Computer-Assisted Female Fertility Agents, Female Gonadotropins Humans Insemination, Artificial Letrozole Male Neural Networks, Computer Patient Selection Pregnancy Spermatozoa Support Vector Machine
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Embryo selection with artificial intelligence: how to evaluate and compare methods?

Journal of assisted reproduction and genetics 34173914
Embryo selection within in vitro fertilization (IVF) is the process of evaluating qualities of fertilized oocytes (embryos) and selecting the best embryo(s) available within a patient cohort for subsequent transfer or cryopreservation. In recent year...
Area Under Curve Artificial Intelligence Blastocyst Calibration Cryopreservation Databases, Factual Decision Making, Computer-Assisted Embryo Transfer Female Fertilization in Vitro Humans Image Processing, Computer-Assisted Pregnancy Sample Size Sensitivity and Specificity
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Machine Learning Can Unlock Insights Into Mortality.

American journal of public health 34314195
Algorithms Decision Making, Computer-Assisted Humans Insurance Claim Review Machine Learning Medical Records Mortality Public Health Surveillance United States
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Bone mineral density response prediction following osteoporosis treatment using machine learning to aid personalized therapy.

Scientific reports 34226589
Osteoporosis is a global health problem for ageing populations. The goals of osteoporosis treatment are to improve bone mineral density (BMD) and prevent fractures. One major obstacle that remains a great challenge to achieve the goals is how to sele...
Aged Bone Density Decision Making, Computer-Assisted Female Humans Machine Learning Male Middle Aged Osteoporosis Patient-Specific Modeling Precision Medicine
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