Orthopedics

Sports Medicine

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

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AI-Assisted Isolation of Bioactive Dipyrimicins from Amycolatopsis azurea and Identification of Their Corresponding Dip Biosynthetic Gene Cluster.

One of the major challenges in natural product discovery is the prioritization of compounds with useful activities from microbial sources. Here, we utilize a machine learning model that predicts the antibacterial activity of a natural product from its biosynthetic gene cluster (BGC) into our genome mining pipeline. Using this approach, we prioritized the strain Amycolatopsis azurea DSM 43854 as a ...

Mar 26 2026 41886630

Clinical Feasibility of Deep Learning Contrast Synthesis From MR Fingerprinting in Knee Osteoarthritis.

BACKGROUND: Magnetic Resonance Fingerprinting (MRF) enables rapid quantitative parameter mapping from which synthetic clinical contrast images can be derived using deep learning (DL). PURPOSE: This study evaluates the reliability and interchangeability of MRF-derived synthetic knee MRI relative to conventional MRI in patients with osteoarthritis. STUDY TYPE: Prospective single-center comparative s...

Mar 25 2026 41882935
Smart Sensors, Smarter Hearts: The Wearable Revolution in Cardiology.

Cardiovascular disease (CVD) continues to claim more lives than any other condition worldwide. Traditional clinic visits capture only brief snapshots ...

Mar 25 2026 41879426
Robot-Assisted Therapy for Upper Limb Rehabilitation After Stroke: Umbrella Review.

BACKGROUND: Stroke is a leading cause of long-term upper limb disability, severely impacting patients' independence and quality of life. Robot-assiste...

Mar 25 2026 41879816
[Application of multi-parametric vital sign monitoring systems in the integrated management of the perioperative stage of gastric cancer].

The perioperative management of gastric cancer is a crucial factor influencing patient prognosis. The traditional model has limitations such as fragme...

Mar 25 2026 41856644
Establishment of a novel deep learning-based method for gait analysis after peripheral nerve injury in pigs.

BACKGROUND: Peripheral nerve injury with deficits has poor functional prognosis, making motor function assessment during nerve regeneration crucial. R...

Mar 24 2026 41948479
A Comprehensive Pipeline for Electric-Field-Guided Transcranial Magnetic Stimulation Targeting and Optimization.

OBJECTIVE: Transcranial magnetic stimulation (TMS), as a non-invasive means of neuromodulation, plays a crucial role in rehabilitation. Recent studies...

Mar 24 2026 41874982
Artificial intelligence perceptions and career anxiety among health sciences students.

Recent rapid developments in artificial intelligence (AI) technologies are leading to significant changes in social and economic structures. These cha...

Mar 23 2026 41872241
Markerless Motion Analysis and AI-Based Platforms for Neurological Telerehabilitation: A Scoping Review.

BackgroundTelerehabilitation (TR) delivers rehabilitation services through digital and information technologies. Recent advances in artificial intelli...

Mar 23 2026 41869780
Beyond the conventional: Artificial intelligence in identifying risk factors in sports injuries. A scoping review.

PURPOSE: To map contemporary uses of artificial intelligence (AI) to identify conventional and unconventional risk factors for sports injuries in athl...

Mar 22 2026 41880916
Concussion pathophysiology: From biomechanical insult to clinical phenotype - or is injury truly the beginning?

Mild traumatic brain injury (mTBI) is associated with substantial morbidity worldwide. Emerging evidence demonstrates that both impact- and blast-rela...

Mar 22 2026 42264871
Identification of key genes in the pathogenesis of hepatic ischemia-reperfusion injury based on bioinformatics and experimental verification.

Hepatic ischemia-reperfusion injury (HIRI) is a frequently encountered complication during liver surgical procedures, characterized by ischemia-induce...

Mar 22 2026 41866423
Impact of Computer-Aided Detection on Endoscopist's Gaze-Shift Distance During Colonoscopy: a Randomized Controlled Trial (With Video).

BACKGROUND AND AIM: Computer-aided detection (CADe) facilitates colorectal lesion detection, but it remains unclear whether CADe affects endoscopist's...

Mar 22 2026 41866135
DRDarkNet: a hybrid deep feature engineering model for accurate autopsy image classification.

In deaths due to injury, photographs of changes on deceased bodies are routinely taken during the forensic examination; the task of differentiating th...

Mar 20 2026 41857401
Variable Treatment Effects of Cranial Surgery in Pediatric Severe Traumatic Brain Injury.

BACKGROUND AND OBJECTIVES: Severe traumatic brain injury (TBI) in children is associated with poor outcomes, but evidence surrounding the role of oper...

Mar 20 2026 41860220
Ultrasensitive soft vibration sensors based on atomically thin metal dichalcogenide ribbon networks.

The rapid progress of artificial intelligence (AI) and the internet of things (IoT) has driven growing demand for high-performance, skin-compatible vi...

Mar 20 2026 41861005
Profiling of hypoxic and extracellular matrix remodeling markers in biofluids and cerebral tissue after traumatic brain injury: expression and signaling crosstalk of HIF-1α, MMP-9/14 and EPHA2.

Traumatic brain injury (TBI) remains a formidable clinical, neuropathological, and forensic challenge, constituting a leading cause of death as well a...

Mar 19 2026 41851377
Technostress in the Era of Generative Artificial Intelligence: Mental Health Implications in Medical Education.

OBJECTIVE: Generative artificial intelligence (GenAI) has rapidly expanded across education. While its educational benefits are widely recognized, con...

Mar 19 2026 41846502
Protective Effects of Riociguat Against Contrast-Induced Nephropathy: An Experimental and Machine Learning-Based Study in Rats.

Contrast-induced nephropathy (CIN) is an important cause of acute kidney injury following exposure to iodinated contrast media, and effective preventi...

Mar 17 2026 41845584
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