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Military Medicine

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

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Clinical Implementation of Opportunistic Screening for Osteoporosis.

Opportunistic screening leverages existing imaging examinations performed for unrelated routine clinical indications to systematically extract quantitative biomarkers. Artificial intelligence tools have made deployment at scale increasingly feasible. However, the pathway from a validated algorithm to a functioning clinical program remains poorly defined, and prospective implementation at scale is ...

Jun 17 2026 42308093

Smart Technology, Fragile Hearts: Navigating AI's Challenges and Limitations in Heart Failure Management.

PURPOSE OF REVIEW: This review synthesizes recent progress in applications of artificial intelligence to heart failure care, including phenotyping, risk stratification, imaging interpretation, and point-of-care decision support, and delineates barriers that currently limit safe and equitable clinical translation. RECENT FINDINGS: Clinical datasets remain heterogeneous and incomplete; fragmentation...

Jun 15 2026 42295460
Intelligent fall risk prediction and real-time warning system for elderly care based on multimodal deep learning and wearable sensor fusion.

Falls remain a leading cause of injury-related morbidity and mortality among adults aged 65 and older, and these human and economic costs keep rising ...

Jun 14 2026 42289546
Improving Trauma Triage Accuracy with Large Language Models: A Comparison to Human Expert Decisions.

BACKGROUND: Accurate prehospital trauma triage and communication determine morbidity, mortality, and system efficiency. Advancements in large language...

Jun 12 2026 41757773
Embodied Intelligence Applications in Health Care Populations: Scoping Review.

BACKGROUND: Embodied intelligence-artificial intelligence instantiated in physical or virtual bodies that can perceive, communicate, and interact with...

Jun 12 2026 42284471
Artificial intelligence-powered cloud security strategies for protecting critical clinical operations in healthcare environments.

The increasing use of cloud computing in hospitals, telemedicine, the Internet of Medical Things (IoMT) and real-time patient monitoring has made for ...

Jun 12 2026 42286048
AIDx: a locally deployable AI system for physician clinical decision support.

The dynamic environment of medicine, particularly in settings such as the Emergency Department, challenges physicians with an influx of patient data a...

Jun 11 2026 42277077
A Structured Comparison of the Coalition for Health AI Responsible AI Guide and South Korea's Trustworthy AI Guideline for Health Care AI Assurance: Comparative Framework Analysis.

BACKGROUND: Trustworthy artificial intelligence (AI) in health care requires assurance frameworks that translate ethical principles into measurable go...

Jun 11 2026 42275526
A lightweight ResNet50V2-ECA model for renal cell carcinoma grading: efficiency, calibration, and state-of-the-art performance.

Accurate International Society of Urological Pathology (ISUP)-grade classification of renal cell carcinoma (RCC) is challenging due to subtle histopat...

Jun 11 2026 42277241
ProptoView: AI-based digital exophthalmometry using multi-view facial images in a multinational validation study.

BACKGROUND: Accurate proptosis measurement is vital for managing thyroid eye disease (TED) and other orbital conditions. However, current approaches h...

Jun 10 2026 42271356
Caregiver Preferences for AI-Supported Telemedicine in Pediatric Palliative Care: A Discrete Choice Experiment.

BackgroundAsynchronous telemedicine may support home-based pediatric palliative care (PPC) by improving access to professional guidance and reducing c...

Jun 10 2026 42267898
An empirical study of machine learning robustness and scalability for imbalanced tabular clinical data in emergency and critical care.

Every year, millions of patients pass through emergency departments and intensive care units where clinicians must make life-altering decisions under ...

Jun 10 2026 42270687
Artificial intelligence in pediatric intensive care units: current applications in sepsis management.

BACKGROUND: Early detection of sepsis in pediatric intensive care units (PICUs) is critical, but challenging due to its nonspecific clinical presentat...

Jun 9 2026 42265523
Development and external validation of a machine learning model for predicting post-CABG acute kidney injury: insights from MIMIC database and real-world cardiac surgery cohort.

OBJECTIVE: Acute kidney injury (AKI) is a severe complication following coronary artery bypass grafting(CABG) While machine learning models trained on...

Jun 9 2026 42265655
Redesigning trauma-focused interventions to address capacity challenges in mental health systems.

Despite strong evidence supporting the use of trauma-focused evidence-based psychotherapies (EBPs) to treat posttraumatic stress disorder (PTSD), heal...

Jun 9 2026 42265979
Exploratory Evaluation of Dual Digital Platforms for Acute Brain Conditions in Medically Underserved Rural Areas : A Chuncheon, Gangwon-do Experience.

OBJECTIVE: To describe an exploratory initial experience with two complementary digital platforms consisting of an AI-based telemedicine system and an...

Jun 9 2026 42261217
Bias, External Validation, and Real-World Implementation of Artificial Intelligence Models in Cardiovascular Medicine.

Artificial intelligence (AI) and machine learning (ML) have demonstrated strong diagnostic and prognostic performance across cardiovascular medicine. ...

Jun 8 2026 42264287
Artificial intelligence in traumatic stress treatment: The TRUST framework for ethical development, clinical applications, and research advancement.

Posttraumatic stress disorder (PTSD) and depression are common diagnoses following traumatic events, with several available evidence-based interventio...

Jun 8 2026 42260964
Risk and liability in the deployment of AI systems for surgery: a SAGES white paper.

BACKGROUND: Artificial intelligence (AI) is increasingly utilized in surgical care for decision support, operative planning, intraoperative guidance, ...

Jun 8 2026 42260175
Artificial Intelligence in Burn and Wound Care: Image Analysis, Prediction, and Clinical Integration.

Burn injuries and chronic wounds impose a substantial and growing global health and economic burden, particularly in low- and middle-income countries ...

Jun 7 2026 42251750
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