Public Health & Policy

Military Medicine

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

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Showing 241-260 of 4,684 articles

Building a tactical medical chatbot for conflict and low-resource settings: A low-code platform approach.

BACKGROUND: Conflict zones severely disrupt healthcare access, with millions affected by armed conflicts. The lack of standardized medical guidance exacerbates these challenges. Digital health solutions like chatbots and telemedicine offer potential to bridge gaps in care by providing real-time medical support. Low-code platforms further enable rapid development of critical tools for frontline res...

Apr 14 2026 41985434

Clinical accuracy and applications of the Pediatric Assessment Triangle in emergency care: a narrative review.

BACKGROUND: The Pediatric Assessment Triangle (PAT) is a rapid visual assessment framework designed to support early identification of critically ill or injured children in emergency departments. It enables clinicians to quickly evaluate appearance, work of breathing, and circulation to the skin, forming the foundation for immediate triage and management decisions. This narrative review synthesize...

Apr 14 2026 41975271
Initial Multicenter Evaluation of a Novel Anchoring Exchange Device: AI-based Quantitative Distal Tip-Motion Analysis.

PURPOSE: Exchange maneuvers during intracranial angioplasty and stent deployment can cause unintended distal tip motion, potentially leading to vessel...

Apr 14 2026 41979663
Fully Automatic Diabetic Wound Segmentation Using Lightweight Deep Convolutional Neural Networks.

Diabetic foot ulcers, resulting from neuropathic and/or vascular complications in patients with diabetes mellitus, pose a major global health challeng...

Apr 14 2026 41979755
Investigating performance and key factors for real-world deployment of grain image classification using convolutional neural networks.

Accurate and efficient grain quality assessment is critical for making informed decisions throughout the grain value chain. Early detection of disease...

Apr 14 2026 41981057
Diagnostic accuracy and deployment readiness of AI for burn depth assessment across imaging modalities: a PRISMA-DTA systematic review and meta-analysis.

BACKGROUND: AI-based burn depth assessment is rapidly emerging, yet evidence for diagnostic accuracy, generalizability, and deployment readiness remai...

Apr 12 2026 42025001
[Expert consensus on optimizing the multidisciplinary clinical pathways and management models for pulmonary function testing].

The promotion and application of pulmonary function tests (PFTs) in China have achieved preliminary success;however, numerous deficiencies persist in ...

Apr 12 2026 41912385
Imputation Free Deep Survival Prediction with Conditional Variational Autoencoders.

UNLABELLED: Electronic Health Records (EHRs) provide rich opportunities for developing risk prediction tools to support clinical decision-making, yet ...

Apr 10 2026 42110656
Code-Based Versus AutoML Methods for Pill Recognition in Clinical Settings: Comparative Performance Study.

BACKGROUND: Visual identification and verification of medications during dispensing and administration are prone to human error, particularly in high-...

Apr 10 2026 41961529
A transfer-aware, deployment-oriented evaluation framework for NetFlow-based intrusion detection systems (TAN-IDS).

Machine learning-based Intrusion Detection Systems (IDS) often report high detection accuracy under controlled, single-dataset evaluation, yet experie...

Apr 8 2026 41950277
Feasibility and Acceptability of AI-Powered Tools for Early Autism Screening in Egypt: Semistructured Focus Group Study.

BACKGROUND: Autism spectrum disorder (ASD) is often underdiagnosed in low- and middle-income countries due to limited specialist access, sociocultural...

Apr 7 2026 41945920
Artificial Intelligence-Enabled Prediction of Reversible Versus Irreversible Chemotherapy-Induced Myocardial Injury: Toward Precision Cardio-Oncology.

Cancer therapy-related cardiac dysfunction remains a major cause of morbidity among cancer survivors and may interrupt life-saving oncologic therapy o...

Apr 6 2026 41941437
From Pilot Trap to Institutional Capacity: A Governance Framework for Sustainable Clinical AI Implementation in Health Systems.

Clinical artificial intelligence (AI) applications frequently fail to transition from short-term pilot projects into sustained components of routine c...

Apr 6 2026 41942350
From Chatbot to Care Team: A Pilot Study of Generative Artificial Intelligence to Support Nurse-Pharmacist Collaboration and Patient Care in Telemedicine.

Background: Collaboration between nurse practitioners (NPs) and pharmacists is essential for comprehensive patient care, especially in telehealth sett...

Apr 4 2026 41936410
Artificial Intelligence, Connected Care, and Enabling Digital Health Technologies in Rare Diseases With a Focus on Lysosomal Storage Disorders: Scoping Review.

BACKGROUND: Rare diseases affect more than 300 million people globally, and only about 5% have approved therapies. Lysosomal storage disorders (LSDs) ...

Apr 2 2026 41661224
Resting-State Functional Connectivity of the Amygdala and Hippocampus in PTSD: Results From the PGC-ENIGMA PTSD Working Group.

OBJECTIVE: Studies investigating resting-state functional connectivity of the amygdala and hippocampus have produced inconsistent findings. The author...

Apr 2 2026 41922983
Precision Risk Model Using Quantitative Assessment of Vascular Severity in Telemedicine-Based Screening.

IMPORTANCE: Retinopathy of prematurity (ROP) screening requires frequent examinations to avoid missed treatment-requiring disease, but this approach i...

Apr 2 2026 41926091
Exploring the Ethical and Practical Considerations of Artificial Intelligence in Real-World Health Care Settings: Stakeholder Focus Group Study.

BACKGROUND: Artificial intelligence (AI) technologies continue to transform how we research human disease, diagnose and treat patients, and operate ho...

Apr 2 2026 41927044
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