AIMC Topic: Female

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Deep learning-based classification of primary bone tumors on radiographs: A preliminary study.

EBioMedicine Nov 22, 2020
BACKGROUND: To develop a deep learning model to classify primary bone tumors from preoperative radiographs and compare performance with radiologists.
Image Processing, Computer-Assisted Bone Neoplasms Radiography Neoplasm Grading Deep Learning Adolescent Child ROC Curve Adult Male Middle Aged Humans Female Reproducibility of Results Young Adult
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Broad Learning Enhanced H-MRS for Early Diagnosis of Neuropsychiatric Systemic Lupus Erythematosus.

Computational and mathematical methods in medicine Nov 22, 2020
In this paper, we explore the potential of using the multivoxel proton magnetic resonance spectroscopy (H-MRS) to diagnose neuropsychiatric systemic lupus erythematosus (NPSLE) with the assistance of a support vector machine broad learning system (BL...
Diagnosis, Computer-Assisted Functional Neuroimaging Computational Biology Support Vector Machine Humans Magnetic Resonance Imaging Brain Early Diagnosis Female Retrospective Studies Proton Magnetic Resonance Spectroscopy Adult Lupus Vasculitis, Central Nervous System Male Case-Control Studies
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Improvement of late gadolinium enhancement image quality using a deep learning-based reconstruction algorithm and its influence on myocardial scar quantification.

European radiology Nov 21, 2020
OBJECTIVES: The aim of this study was to assess the effect of a deep learning (DL)-based reconstruction algorithm on late gadolinium enhancement (LGE) image quality and to evaluate its influence on scar quantification.
Myocardium Gadolinium Image Enhancement Deep Learning Contrast Media Magnetic Resonance Imaging Cicatrix Humans Algorithms Female Male
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Deep Learning for Voice Gender Identification: Proof-of-concept for Gender-Affirming Voice Care.

The Laryngoscope Nov 21, 2020
OBJECTIVES/HYPOTHESIS: The need for gender-affirming voice care has been increasing in the transgender population in the last decade. Currently, objective treatment outcome measurements are lacking to assess the success of these interventions. This s...
Humans Deep Learning Treatment Outcome Sex Factors Datasets as Topic Retrospective Studies Female Adult Male Audiometry Voice Quality Gender-Affirming Procedures Transgender Persons Proof of Concept Study Speech Perception
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Age verification using random forests on facial 3D landmarks.

Forensic science international Nov 21, 2020
Three-dimensional facial images are becoming more and more widespread. As such images provide more information about facial morphology than 2D imagery, they show great promise for use in future forensic applications, including age estimation and veri...
Young Adult Adult Cross-Sectional Studies Male Humans Machine Learning Female Anatomic Landmarks Adolescent Face Child Age Determination by Skeleton Imaging, Three-Dimensional Image Processing, Computer-Assisted
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Compressed sensing and deep learning reconstruction for women's pelvic MRI denoising: Utility for improving image quality and examination time in routine clinical practice.

European journal of radiology Nov 21, 2020
PURPOSE: To demonstrate the utility of compressed sensing with parallel imaging (Compressed SPEEDER) and AiCE compared with that of conventional parallel imaging (SPEEDER) for shortening examination time and improving image quality of women's pelvic ...
Humans Female Middle Aged Deep Learning Magnetic Resonance Imaging Radiography Signal-To-Noise Ratio
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Predictive score for complete occlusion of intracranial aneurysms treated by flow-diverter stents using machine learning.

Journal of neurointerventional surgery Nov 20, 2020
BACKGROUND: Complete occlusion of an intracranial aneurysm (IA) after the deployment of a flow-diverter stent is currently unpredictable. The aim of this study was to develop a predictive occlusion score based on pretreatment clinical and angiographi...
Endovascular Procedures Self Expandable Metallic Stents Intracranial Aneurysm Balloon Occlusion Cohort Studies Treatment Outcome Follow-Up Studies Predictive Value of Tests Machine Learning Algorithms Prospective Studies Retrospective Studies Female Adult Male Middle Aged Humans
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Deep learning enabled prediction of 5-year survival in pediatric genitourinary rhabdomyosarcoma.

Surgical oncology Nov 20, 2020
BACKGROUND: Genitourinary rhabdomyosarcoma (GU-RMS) is a rare, pediatric malignancy originating from embryonic mesenchyme. Current approaches to prognostication rely upon conventional statistical methods such as Cox proportional hazards (CPH) models ...
Combined Modality Therapy SEER Program Rhabdomyosarcoma Male Deep Learning Child Follow-Up Studies Prognosis Retrospective Studies Female Humans
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Identification of Latent Risk Clinical Attributes for Children Born Under IUGR Condition Using Machine Learning Techniques.

Computer methods and programs in biomedicine Nov 20, 2020
BACKGROUND AND OBJECTIVE: Intrauterine Growth Restriction (IUGR) is a condition in which a fetus does not grow to the expected weight during pregnancy. There are several well documented causes in the literature for this issue, such as maternal disord...
Blood Pressure Pregnancy Body Weight Female Heart Rate Humans Male Fetal Growth Retardation Machine Learning Child
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Mammography Image Quality Assurance Using Deep Learning.

IEEE transactions on bio-medical engineering Nov 20, 2020
OBJECTIVE: According to the European Reference Organization for Quality Assured Breast Cancer Screening and Diagnostic Services (EUREF) image quality in mammography is assessed by recording and analyzing a set of images of the CDMAM phantom. The EURE...
Deep Learning Image Processing, Computer-Assisted Humans Mammography Neural Networks, Computer Phantoms, Imaging Female Breast Neoplasms
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