AI Medical Compendium

MSML-DenseXmer: harnessing vision transformers through integration with novel dense networks for medical image fusion.

Scientific reports May 29, 2026

The integration of multiple modalities in medical imaging allows a thorough representation of structural and functional details, resulting in improved diagnosis and treatment. Deep learning methods outperform conventional methods by automating the ex... read more

Leveraging large language models for gastrointestinal injury detection in athletes: a medical image analysis approach.

Scientific reports May 29, 2026

Injury detection and rehabilitation monitoring are critical components of sports medicine, particularly for gastrointestinal injuries that can impact athletic performance and health. Traditional approaches to injury assessment rely on manual medical ... read more

Large language model empowered explainable and interpretable mental health analysis.

Scientific reports May 29, 2026

Concern about expressing depressive symptoms on social media is growing in the digital age. Traditional detection methods can identify depression but lack clear, human-understandable explanations. We present a novel methodology "InsightDep", a mental... read more

YOLOv10-based multi-scale variant object detection for multi-category PPE non-compliance monitoring on construction sites.

Scientific reports May 29, 2026

Multi-category Personal Protective Equipment (PPE) non-compliance monitoring on construction sites remains challenging because visual cues for missing PPE often appear at multiple scales, particularly as small objects. To address these challenges, an... read more

An explainable spatio-temporal deep learning framework for crop yield prediction and recommendation.

Scientific reports May 29, 2026

Agriculture plays a critical role in ensuring global food security, yet crop yield variability driven by climate change, soil heterogeneity, and environmental fluctuations poses persistent challenges. Accurate yield forecasting and intelligent crop r... read more

Transition of blue space in the urban area of khulna city corporation using geospatial and machine learning techniques.

Scientific reports May 29, 2026

Urban blue-space loss and grey-space expansion have significantly altered the surface water systems of the Khulna City Corporation, increasing the environmental degradation and hydrological vulnerability of this climate-sensitive coastal city. This s... read more

A deep learning-based model for automatic syntactic complexity assessment in L2 English writing: development and pedagogical application.

Scientific reports May 29, 2026

Syntactic complexity serves as a critical indicator of second language writing proficiency, yet traditional assessment methods face challenges in scalability and consistency. Grounded in processability theory and usage-based approaches to second lang... read more

Thoughtless use of generative artificial intelligence and college students' self-directed learning: a multi-group SEM analysis of gender differences.

Scientific reports May 29, 2026

In recent years, generative artificial intelligence (GenAI) technologies have developed rapidly and have been increasingly integrated into educational settings. While students benefit from the convenience and efficiency provided by these tools, a gro... read more

The impact of GenAI-assisted instructional design on the teaching ability of pre-service physical education teachers.

Scientific reports May 29, 2026

In view of a pain point in the field of textual logic generation and physiological load quantification in physical education (PE) instructional design, this study constructs a new framework of generative artificial intelligence (GenAI): Mixture-of-Ex... read more

VeNet: a lightweight neural network for efficient brain vessel segmentation in endovascular robotic surgery.

Scientific reports May 29, 2026

Telesurgery integrates artificial intelligence (AI), robotic systems, sensing technologies, and wireless communication to enable remote and computer-assisted surgical interventions. Beyond remote operation, AI-driven assistance can improve procedural... read more

Artificial Intelligence Medical Compendium

MSML-DenseXmer: harnessing vision transformers through integration with novel dense networks for medical image fusion.

Leveraging large language models for gastrointestinal injury detection in athletes: a medical image analysis approach.

Large language model empowered explainable and interpretable mental health analysis.

YOLOv10-based multi-scale variant object detection for multi-category PPE non-compliance monitoring on construction sites.

An explainable spatio-temporal deep learning framework for crop yield prediction and recommendation.

Transition of blue space in the urban area of khulna city corporation using geospatial and machine learning techniques.

A deep learning-based model for automatic syntactic complexity assessment in L2 English writing: development and pedagogical application.

Thoughtless use of generative artificial intelligence and college students' self-directed learning: a multi-group SEM analysis of gender differences.

The impact of GenAI-assisted instructional design on the teaching ability of pre-service physical education teachers.

VeNet: a lightweight neural network for efficient brain vessel segmentation in endovascular robotic surgery.

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