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Military Medicine

Latest AI and machine learning research in military medicine for healthcare professionals.

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Revolutionising osseous biopsy: the impact of artificial intelligence in the era of personalized medicine.

In a rapidly evolving healthcare environment, artificial intelligence (AI) is transforming diagnostic techniques and personalized medicine. This is also seen in osseous biopsies. AI applications in radiomics, histopathology, predictive modelling, biopsy navigation, and interdisciplinary communication are reshaping how bone biopsies are conducted and interpreted. We provide a brief review of AI in ...

Jun 1 2025 39878877

Bridging innovation to implementation in artificial intelligence fracture detection : a commentary piece.

The deployment of AI in medical imaging, particularly in areas such as fracture detection, represents a transformative advancement in orthopaedic care. AI-driven systems, leveraging deep-learning algorithms, promise to enhance diagnostic accuracy, reduce variability, and streamline workflows by analyzing radiograph images swiftly and accurately. Despite these potential benefits, the integration of...

Jun 1 2025 40449898
Artificial Intelligence in the Clinic: Creating Harmony or Just Adding Noise?

Although still limited, the integration of artificial intelligence (AI) in health care has rapidly expanded in the past few years, especially in oncol...

Jun 1 2025 40397845
A deployment safety case for AI-assisted prostate cancer diagnosis.

Deep learning (DL) has the potential to deliver significant clinical benefits. In recent years, an increasing number of DL-based systems have been app...

Jun 1 2025 40345136
The Role of AI in Early Detection of Life-Threatening Diseases: A Retinal Imaging Perspective

Retinal imaging has emerged as a powerful, non-invasive modality for detecting and quantifying biomarkers of systemic diseases-ranging from diabetes...

Clip4Retrofit: Enabling Real-Time Image Labeling on Edge Devices via Cross-Architecture CLIP Distillation

Foundation models like CLIP (Contrastive Language-Image Pretraining) have revolutionized vision-language tasks by enabling zero-shot and few-shot le...

Automating Versatile Time-Series Analysis with Tiny Transformers on Embedded FPGAs

Transformer-based models have shown strong performance across diverse time-series tasks, but their deployment on resource-constrained devices remain...

Automating Versatile Time-Series Analysis with Tiny Transformers on Embedded FPGAs

Transformer-based models have shown strong performance across diverse time-series tasks, but their deployment on resource-constrained devices remain...

The Pursuit of Empathy: Evaluating Small Language Models for PTSD Dialogue Support

Can small language models with 0.5B to 5B parameters meaningfully engage in trauma-informed, empathetic dialogue for individuals with PTSD? We addre...

Application of AI Chatbot in Responding to Asynchronous Text-Based Messages From Patients With Cancer: Comparative Study.

BACKGROUND: Telemedicine, which incorporates artificial intelligence such as chatbots, offers significant potential for enhancing health care delivery...

May 21 2025 40397947
ComBAT Harmonization for diffusion MRI: Challenges and Best Practices

Over the years, ComBAT has become the standard method for harmonizing MRI-derived measurements, with its ability to compensate for site-related addi...

Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review

Suicide remains one of the main preventable causes of death among active service members and veterans. Early detection and prediction are crucial in...

Telecardiology unleashed: probing the depths of effectiveness in remote monitoring and telemedicine applications for acute cardiac conditions.

Telecardiology has emerged as a promising approach in acute cardiac care through advancements in digital health technologies. This review explores the...

May 16 2025 40377047
Overview of Master's Theses in Medical Informatics in Portugal: An 18-Year Synthesis.

This study analyzes 159 master's theses in Medical Informatics from the University of Porto, spanning 2006 to 2023, to identify key trends, thematic f...

May 15 2025 40380661
Tracking Conditioned Fear in Pair-Housed Mice Using Deep Learning and Real-Time Cue Delivery.

Post-traumatic stress disorder (PTSD) is a complex and prevalent neuropsychiatric condition that arises in response to exposure to a traumatic event. ...

May 15 2025 40463247
Examining Deployment and Refinement of the VIOLA-AI Intracranial Hemorrhage Model Using an Interactive NeoMedSys Platform

Background: There are many challenges and opportunities in the clinical deployment of AI tools in radiology. The current study describes a radiology...

Cybersecurity Threats and Mitigation Strategies for Large Language Models in Health Care.

The integration of large language models (LLMs) into health care offers tremendous opportunities to improve medical practice and patient care. Beside...

May 14 2025 40366259
TrialMatchAI: An End-to-End AI-powered Clinical Trial Recommendation System to Streamline Patient-to-Trial Matching

Patient recruitment remains a major bottleneck in clinical trials, calling for scalable and automated solutions. We present TrialMatchAI, an AI-powe...

Natural Gas Consumption Forecasting Model Based on Feature Optimization and Incremental Long Short-Term Memory.

Natural gas, as a vital component of the global energy structure, is widely utilized as an important strategic resource and essential commodity in var...

May 13 2025 40431871
Exploring the Challenges and Opportunities of Implementing artificial intelligence in healthcare settings in Nepal: A literature review.

Artificial intelligence (AI) has shown effectiveness in various industries, particularly within healthcare sectors. In Nepal, there are limited insigh...

May 13 2025 39212021
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