AIMC Topic: Adult

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Evaluation of a BERT Natural Language Processing Model for Automating CT and MRI Triage and Protocol Selection.

Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes May 1, 2025
To evaluate the accuracy of a Bidirectional Encoder Representations for Transformers (BERT) Natural Language Processing (NLP) model for automating triage and protocol selection of cross-sectional image requisitions. A retrospective study was comple...
Natural Language Processing Canada Support Vector Machine Magnetic Resonance Imaging Triage Humans Retrospective Studies Tomography, X-Ray Computed Female Aged Adult Male Middle Aged
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Prediction of hypertension and diabetes in twin pregnancy using machine learning model based on characteristics at first prenatal visit: national registry study.

Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology May 1, 2025
OBJECTIVE: To develop a prediction model for hypertensive disorders of pregnancy (HDP) and gestational diabetes mellitus (GDM) in twin pregnancy using characteristics obtained at the first prenatal visit.
Humans Machine Learning Pregnancy Female Risk Factors Predictive Value of Tests Registries Diabetes, Gestational Adult Hypertension, Pregnancy-Induced Cross-Sectional Studies Pregnancy, Twin Prenatal Care Incidence United States
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Prediction of Hypoglycemia From Continuous Glucose Monitoring in Insulin-Treated Patients With Type 2 Diabetes Using Transfer Learning on Type 1 Diabetes Data: A Deep Transfer Learning Approach.

Journal of diabetes science and technology May 1, 2025
BACKGROUND: Hypoglycemia is common in insulin-treated type 2 diabetes (T2D) patients, which can lead to decreased quality of life or premature death. Deep learning models offer promise of accurate predictions, but data scarcity poses a challenge. Thi...
Continuous Glucose Monitoring Diabetes Mellitus, Type 2 Diabetes Mellitus, Type 1 Hypoglycemic Agents Hypoglycemia Blood Glucose Self-Monitoring Middle Aged Deep Learning Blood Glucose Insulin Humans Neural Networks, Computer Female Adult Male
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Hey ChatGPT, Let's Talk About Sexual Consent.

Journal of sex research May 1, 2025
Access to sexual health education, such as education on sexual consent, is limited in the US. Artificial intelligence (AI), such as ChatGPT, provides a potential opportunity to increase access to sexual consent information and education. However, wha...
Male Adolescent Generative Artificial Intelligence Sexual Behavior Humans Artificial Intelligence Sex Education Female Young Adult Adult
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Different Performances of Machine Learning Models to Classify Dysphonic and Non-Dysphonic Voices.

Journal of voice : official journal of the Voice Foundation May 1, 2025
OBJECTIVE: To analyze the performance of 10 different machine learning (ML) classifiers for discrimination between dysphonic and non-dysphonic voices, using a variance threshold as a method for the selection and reduction of acoustic measurements use...
Young Adult Adult Male Middle Aged Case-Control Studies Predictive Value of Tests Bayes Theorem Signal Processing, Computer-Assisted Acoustics Humans Sound Spectrography Machine Learning Female Reproducibility of Results Speech Acoustics Speech Production Measurement Voice Quality Dysphonia
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Automatic GRBAS Scoring of Pathological Voices using Deep Learning and a Small Set of Labeled Voice Data.

Journal of voice : official journal of the Voice Foundation May 1, 2025
OBJECTIVES: Auditory-perceptual evaluation frameworks, such as the grade-roughness-breathiness-asthenia-strain (GRBAS) scale, are the gold standard for the quantitative evaluation of pathological voice quality. However, the evaluation is subjective; ...
Voice Quality Predictive Value of Tests Adult Signal Processing, Computer-Assisted Male Humans Acoustics Automation Severity of Illness Index Neural Networks, Computer Observer Variation Judgment Deep Learning Time Factors Speech Acoustics Voice Disorders Speech Production Measurement Female Reproducibility of Results
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Detection of Neurogenic Voice Disorders Using the Fisher Vector Representation of Cepstral Features.

Journal of voice : official journal of the Voice Foundation May 1, 2025
Neurogenic voice disorders (NVDs) are caused by damage or malfunction of the central or peripheral nervous system that controls vocal fold movement. In this paper, we investigate the potential of the Fisher vector (FV) encoding in automatic detection...
Dysphonia Reproducibility of Results Voice Disorders Aged Speech Production Measurement Young Adult Phonation Adult Voice Quality Acoustics Male Sound Spectrography Middle Aged Humans Speech Acoustics Case-Control Studies Databases, Factual Vocal Cord Paralysis Support Vector Machine Female Vocal Cords Predictive Value of Tests Signal Processing, Computer-Assisted
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Determinants of ascending aortic morphology: cross-sectional deep learning-based analysis on 25 073 non-contrast-enhanced NAKO MRI studies.

European heart journal. Cardiovascular Imaging Apr 30, 2025
AIMS: Understanding determinants of thoracic aortic morphology is crucial for precise diagnostics and therapeutic approaches. This study aimed to automatically characterize ascending aortic morphology based on 3D non-contrast-enhanced magnetic resona...
Sex Factors Germany Aorta, Thoracic Magnetic Resonance Angiography Female Aged Humans Adult Middle Aged Cross-Sectional Studies Deep Learning Male Cohort Studies Imaging, Three-Dimensional Age Factors
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A quantitative analysis of symmetry on standard anteroposterior pelvic X-ray.

Acta orthopaedica et traumatologica turcica Apr 29, 2025
Objective: A pelvic X-ray examination might not be accomplished accurately if the images are not acquired properly. In this study, the aim was to develop an automated model using artificial intelligence capable of accurately quantifying the symmetry ...
Humans Artificial Intelligence Female Adult Male Pelvic Bones Radiography Pelvis
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Machine learning algorithms reveal gut microbiota signatures associated with chronic hepatitis B-related hepatic fibrosis.

World journal of gastroenterology Apr 28, 2025
BACKGROUND: Hepatic fibrosis (HF) represents a pivotal stage in the progression and potential reversal of cirrhosis, underscoring the importance of early identification and therapeutic intervention to modulate disease trajectory.
Machine Learning Algorithms Female Adult Male Humans Gastrointestinal Microbiome RNA, Ribosomal, 16S Middle Aged Liver Disease Progression Hepatitis B, Chronic Feces Liver Cirrhosis
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