Obstetrics & Gynecology

Pregnancy

Latest AI and machine learning research in pregnancy for healthcare professionals.

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Showing 610-630 of 3,081 articles
Review of Techniques and Technologies for Mosaicking Ultrasound Volumes.

Ultrasound imaging, known for its affordability, portability and real-time capabilities, has become ...

Nov 2025 41253630
Deep Learning Radiomics Model Based on Ultrasound Images Predicts Myometrial Infiltration of Endometrial Cancer.

OBJECTIVE: This study aims to develop and validate a deep learning radiomics (DLR) model based on ul...

Nov 2025 41235803
Ultrasound to guide critical decisions: What you need to know.

BACKGROUND: Hypotension in the intensive care unit (ICU) demands rapid diagnosis and intervention, a...

Nov 2025 41247294
Emerging landscape of bioinformatics and artificial intelligence applications in cell-penetrating peptide-based delivery.

INTRODUCTION: Peptides play diverse roles in biological processes, including drug discovery, antibac...

Nov 2025 41206781
Illuminating Research Dynamics: Medical Ultrasound and Deep Learning.

BACKGROUND: Deep learning (DL) has enabled advances in ultrasound imaging, but challenges like limit...

Nov 2025 41215539
Artificial Intelligence-Assisted Indocyanine Green Angiography for Perforators Identification in the Anterolateral Thigh Flap.

BACKGROUND: The anterolateral thigh (ALT) flap is widely used for head and neck reconstruction becau...

Nov 2025 41212737
An Ultrasound-Based Machine Learning Model for Differentiating IgG4-Related Sialadenitis and Primary Sjögren's Syndrome.

INTRODUCTION AND AIMS: To establish and validate an interpretable machine learning (ML) model based ...

Nov 2025 41202539
Speckle Noise Reduction Techniques in Ultrasound Imaging: A comprehensive review of the last two decades (2005-2024).

Ultrasound imaging has become a widely used medical modality over the past few decades. Despite tech...

Nov 2025 41237535
Large language models accurately extract aortic information from abdominal imaging reports in a large, real-world database.

OBJECTIVE: Maintaining robust surveillance programs for abdominal aortic aneurysms (AAAs) is importa...

Nov 2025 41203087
A Hybrid Model Combining U-Net and Transformers for Joint Segmentation and Beamforming of Plane-wave Ultrasound Images.

OBJECTIVE: Recent advancements in deep learning have shown significant potential in ultrasound imagi...

Oct 2025 41173661
Artificial intelligence methods in gestational diabetes mellitus prediction: A systematic literature review.

Gestational diabetes mellitus (GDM) is the most common metabolic disorder in pregnancy, posing risks...

Oct 2025 41237515
Golay-Net: Deep learning-based Golay coded excitation for ultrasound imaging.

Ultrasound imaging modality, which operates by transmitting and receiving short ultrasound pulses, o...

Oct 2025 41176826
Machine learning-based prediction of postpartum hemorrhage using maternal clinical and biochemical features.

OBJECTIVE: This study evaluates the predictive performance of various machine learning (ML) algorith...

Oct 2025 41144864
Attention-Based Multimodal Deep Learning for Uveal Melanoma Classification Using Ultra-Widefield Fundus Images and Ocular Ultrasound.

PURPOSE: To develop and evaluate a deep learning model that integrates ultra-widefield fundus photog...

Oct 2025 41439217
Automatic Follicle Counting From Ultrasound Images of Ovaries Using MARDSE-UNET Model.

Detecting ovarian structures in ultrasound images is essential in gynecological and reproductive med...

Oct 2025 41133380
Investigating the potential of combining Raman spectroscopy and machine learning for gestational age classification in rat cervical tissue.

Spontaneous preterm birth (SPB) is a leading cause of neonatal morbidity and mortality worldwide. It...

Oct 2025 41176859
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