Pediatrics

Parenting

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

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Feature-based fuzzy connectedness segmentation of ultrasound images with an object completion step.

Medical ultrasound (US) image segmentation and quantification can be challenging due to signal dropouts, missing boundaries, and presence of speckle, which gives images of similar objects quite different appearance. Typically, purely intensity-based methods do not lead to a good segmentation of the structures of interest. Prior work has shown that local phase and feature asymmetry, derived from th...

Jul 17 2015 26319973

Extracting biomedical events from pairs of text entities.

BACKGROUND: Huge amounts of electronic biomedical documents, such as molecular biology reports or genomic papers are generated daily. Nowadays, these documents are mainly available in the form of unstructured free texts, which require heavy processing for their registration into organized databases. This organization is instrumental for information retrieval, enabling to answer the advanced querie...

Jul 13 2015 26201478
Is labral hypotrophy correlated with increased acetabular depth?

Labral hypertrophy is a distinct feature in hip dysplasia. Occasionally, very small, hypotrophic labra are observed. However, there is no literature c...

May 18 2015 27011836
Octopus-like suction cups: from natural to artificial solutions.

Octopus suckers are able to attach to all nonporous surfaces and generate a very strong attachment force. The well-known attachment features of this a...

May 13 2015 25970079
A Survey of Expectations About the Role of Robots in Robot-Assisted Therapy for Children with ASD: Ethical Acceptability, Trust, Sociability, Appearance, and Attachment.

The use of robots in therapy for children with autism spectrum disorder (ASD) raises issues concerning the ethical and social acceptability of this te...

Apr 17 2015 25894654
Running up a wall: the role and challenges of dynamic climbing in enhancing multi-modal legged systems.

Animals have demonstrated the ability to move through, across and over some of the most daunting environments on earth. This versatility and adaptabil...

Mar 26 2015 25811310
A New Multivariate Approach for Prognostics Based on Extreme Learning Machine and Fuzzy Clustering.

Prognostics is a core process of prognostics and health management (PHM) discipline, that estimates the remaining useful life (RUL) of a degrading mac...

Jan 26 2015 25643420
Rule extraction from support vector machines using ensemble learning approach: an application for diagnosis of diabetes.

Diabetes mellitus is a chronic disease and a worldwide public health challenge. It has been shown that 50-80% proportion of T2DM is undiagnosed. In th...

May 19 2014 24860043
AraMS-28k: The Largest Publicly Released Line-Level Dataset of Historical Arabic Manuscripts with Margin and Insertion-Anchor Annotations

We introduce AraMS-28k, the largest publicly released line-level dataset of genuine historical Arabic manuscripts, comprising 14 books, 3,043 pages, a...

Aug 27 2026 2608.26921v1
Cross-Stack Validation of Language-Model Training: A Clinical Fine-Tuning Case Study

Neural network training has an oracle problem: a run can converge normally and yield a usable model while the software beneath it computes something o...

Aug 25 2026 2608.24267v1
Phthalate exposure and obesity in US adults: a small but robust association, and three leakage mechanisms that inflate it

Background. Phthalates are hypothesised to act as metabolic disruptors, and machine learning applied to the National Health and Nutrition Examination ...

MetaFemina: development and evaluation of a large language model-assisted platform for automated meta-analysis of nutritional exposures and breast, ovarian, and uterine cancer risk

Objective To develop and evaluate an automated large language model (LLM)-based framework for conducting meta-analyses of nutrition-related exposures ...

Placental derived Extracellular Matrix Supports multi-lineage cell attachment and nuclear remodeling revealed by quantitative imaging

Decellularized extracellular matrix (dECM) scaffolds are increasingly used in regenerative medicine, yet the extent to which processed placental dECM ...

NutrIA: Development and Internal Validation of a Hybrid Clinical Decision Support System for Personalized Preventive Nutrition

Background: The growing burden of lifestyle-related chronic diseases has increased the need for clinically interpretable decision-support tools capabl...

Maternal diet and genetics shape the human milk metabolome

Human milk contains a diverse array of metabolites that contribute to infant nutrition, immune development, and microbial colonization. The maternal f...

Shaping the notion of #wellbeing in the therapy culture context: an analysis through Instagram narratives

The aim of this paper is to (1) identify textual and visual themes and sub-themes associated with the #wellbeing hashtag on Instagram, (2) assess thei...

Aug 11 2026 2608.10793v1
Food Image Segmentation with LLM-Derived Ingredient Labels and Multimodal Fusion

Food image segmentation plays a vital role in health-related applications such as nutrition tracking and personalized health monitoring. However, exis...

Jul 28 2026 2607.25820v1
The Giant Hippocampus: From Structural Monoculture to a System of Systems

AI researchers describe state-of-the-art models as one thing repeated at scale: the Transformer, wired identically for text, pixels, or speech. Neuros...

Jul 22 2026 2607.19973v1
Life-Stage Heterogeneity in the Mental Health Treatment Gap: An Unsupervised Machine Learning Profiling of Symptomatic US Adults

Abstract Background Despite a rising global psychiatric burden, a treatment gap persists where the majority of symptomatic individuals remain unmedica...

Open-KNEAD: Knowledge-grounded Nutrition Estimation via Agentic Decomposition

Multimodal Large Language Models (MLLMs) are increasingly used for dietary assessment from meal images, where retrieval-augmented grounding was shown ...

Jul 14 2026 2607.12911v1
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