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Showing 2605-2625 of 3,098 articles

Machine Learning for Predicting Stillbirth: A Systematic Review.

Stillbirth is a major global issue, with over 5 million cases each year. The multifactorial nature o...

May 2025 39078567

T2ID-CAS: Diffusion Model and Class Aware Sampling to Mitigate Class Imbalance in Neck Ultrasound Anatomical Landmark Detection

Neck ultrasound (US) plays a vital role in airway management by providing non-invasive, real-time ...

Apr 2025 http://arxiv.org/abs/2504.21231v1

Machine Learning-Based Prediction of Large-for-Gestational-Age Infants in Mothers With Gestational Diabetes Mellitus.

CONTEXT: Large-for-gestational-age (LGA), one of the most common complications of gestational diabet...

Apr 2025 39011974

Segmentation with Noisy Labels via Spatially Correlated Distributions

In semantic segmentation, the accuracy of models heavily depends on the high-quality annotations. ...

Apr 2025 http://arxiv.org/abs/2504.14795v1

Decision-based AI Visual Navigation for Cardiac Ultrasounds

Ultrasound imaging of the heart (echocardiography) is widely used to diagnose cardiac diseases. Ho...

Apr 2025 http://arxiv.org/abs/2504.12535v1

WMH-DualTasker: A Weakly Supervised Deep Learning Model for Automated White Matter Hyperintensities Segmentation and Visual Rating Prediction.

White matter hyperintensities (WMH) are neuroimaging markers linked to an elevated risk of cognitive...

Apr 2025 40260707

Towards contrast- and pathology-agnostic clinical fetal brain MRI segmentation using SynthSeg

Magnetic resonance imaging (MRI) has played a crucial role in fetal neurodevelopmental research. S...

Apr 2025 http://arxiv.org/abs/2504.10244v1

HDC: Hierarchical Distillation for Multi-level Noisy Consistency in Semi-Supervised Fetal Ultrasound Segmentation

Transvaginal ultrasound is a critical imaging modality for evaluating cervical anatomy and detecti...

Apr 2025 http://arxiv.org/abs/2504.09876v2

GlyTwin: Digital Twin for Glucose Control in Type 1 Diabetes Through Optimal Behavioral Modifications Using Patient-Centric Counterfactuals

Frequent and long-term exposure to hyperglycemia (i.e., high blood glucose) increases the risk of ...

Apr 2025 http://arxiv.org/abs/2504.09846v1

Exponential Shift: Humans Adapt to AI Economies

This paper explores how artificial intelligence (AI) and robotics are transforming the global labo...

Apr 2025 http://arxiv.org/abs/2504.08855v1

A Systematic Literature Review of Unmanned Aerial Vehicles for Healthcare and Emergency Services

Unmanned aerial vehicles (UAVs), initially developed for military applications, are now used in va...

Apr 2025 http://arxiv.org/abs/2504.08834v1

The Efficacy of Semantics-Preserving Transformations in Self-Supervised Learning for Medical Ultrasound

Data augmentation is a central component of joint embedding self-supervised learning (SSL). Approa...

Apr 2025 http://arxiv.org/abs/2504.07904v1

Adaptive Vision-Guided Robotic Arm Control for Precision Pruning in Dynamic Orchard Environments

This study presents a vision-guided robotic control system for automated fruit tree pruning applic...

Apr 2025 http://arxiv.org/abs/2504.07309v1

Determining Fetal Orientations From Blind Sweep Ultrasound Video

Cognitive demands of fetal ultrasound examinations pose unique challenges among clinicians. With t...

Apr 2025 http://arxiv.org/abs/2504.06836v1

MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer

Accurate standard plane acquisition in fetal ultrasound (US) videos is crucial for fetal growth as...

Apr 2025 http://arxiv.org/abs/2504.06088v1

Maternal and Fetal Health Status Assessment by Using Machine Learning on Optical 3D Body Scans

Monitoring maternal and fetal health during pregnancy is crucial for preventing adverse outcomes. ...

Apr 2025 http://arxiv.org/abs/2504.05627v1

Engagement of Older Adults in the Design, Implementation, and Evaluation of Artificial Intelligence Systems for Aging: A Scoping Review.

Integration of artificial intelligence (AI) in health and healthcare, especially for older adults, h...

Apr 2025 39909831

Noninvasive prediction of esophagogastric varices in hepatitis B: An extreme gradient boosting model based on ultrasound and serology.

BACKGROUND: Severe esophagogastric varices (EGVs) significantly affect prognosis of patients with he...

Apr 2025 40248058

Translation of Fetal Brain Ultrasound Images into Pseudo-MRI Images using Artificial Intelligence

Ultrasound is a widely accessible and cost-effective medical imaging tool commonly used for prenat...

Apr 2025 http://arxiv.org/abs/2504.02408v1

Epistemic Alignment: A Mediating Framework for User-LLM Knowledge Delivery

LLMs increasingly serve as tools for knowledge acquisition, yet users cannot effectively specify h...

Apr 2025 http://arxiv.org/abs/2504.01205v1

Integrating Artificial Intelligence (AI) With Workforce Solutions for Sustainable Care: A Follow Up to Artificial Intelligence and Machine Learning (ML) Based Decision Support Systems in Mental Health.

This integrative literature review examines the evolving role of artificial intelligence (AI) and ma...

Apr 2025 40055746