Hospital-Based Medicine

Latest AI and machine learning research in hospital-based medicine for healthcare professionals.

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Showing 281-300 of 12,383 articles

A covalently adaptive polymer welding strategy enabling integrated electronics for pre-hospital monitoring of myocardial infarction.

Myocardial infarction (MI) is a major contributor to cardiovascular diseases (CVDs), creating an urgent demand for wireless, real-time, and continuous electrocardiogram (ECG) monitoring. However, conventional hospital-based instruments are bulky and operator-dependent, limiting accessibility and continuous pre-hospital monitoring of MI. Herein, we propose an interfacial welding strategy to fabrica...

Jul 15 2026 42454455

Clinician-supervised large language AI model after-discharge instruction generation for common emergency department presentations.

OBJECTIVES: After-discharge instructions often fail due to poor usability and language misalignment. We evaluated a clinician-supervised method for generating instructions for common emergency department presentations using a clinician-supervised method using large language models. METHODS: Eight common ED presentations were identified via a physician needs assessment. After-discharge instructions...

Jul 15 2026 42455479
Research progress on detection technologies for Mycoplasma pneumoniae.

Mycoplasma pneumoniae (M. pneumoniae) is a primary pathogen responsible for community-acquired pneumonia (CAP), particularly prevalent among children ...

Jul 15 2026 42455488
Clinical Study on the Prevention of High-Risk Pulmonary Nodule Progression With Yifei Sanjie Pill: Protocol for a Multicenter Randomized Controlled Trial.

BACKGROUND: High-risk subsolid pulmonary nodules, especially mixed ground-glass nodules, can represent precancerous or early-stage lung adenocarcinoma...

Jul 15 2026 42456132
Risk factors for periodontal ligament area reduction in maxillary central incisors following orthodontic treatment: a retrospective analysis using a deep learning-based CBCT-PDL segmentation network.

OBJECTIVE: To analyze the relevant risk factors causing the reduction of periodontal ligament area (PDLA) of the maxillary central incisor by measurin...

Jul 15 2026 42458410
An explainable artificial intelligence framework for clinical decision support in stroke discharge planning.

BACKGROUND: Stroke, a leading cause of global mortality and disability, requires accurate prediction of discharge outcomes to support early care plann...

Jul 15 2026 42455845
Optimizing stroke mortality prediction: a comparative study of sampling, cost-sensitive learning, and threshold adjustment.

BACKGROUND: Stroke is a leading cause of mortality and disability worldwide, creating a critical need for accurate prediction tools to support early c...

Jul 14 2026 42449330
Use of an AI Image Recognition-Based Smartphone App in Personalized Bowel Preparation Before Colonoscopy: Prospective Randomized Controlled Trial.

BACKGROUND: Sufficient bowel preparation is critical for increasing the quality of colonoscopy. However, current bowel preparation guidelines have lim...

Jul 14 2026 42447478
Prognosis Prediction and Shared Decision Making for Personalised Anticoagulant Therapy after Unprovoked Venous Thromboembolism: The MORPHEUS project.

Background In patients with unprovoked venous thromboembolism (VTE), indefinite anticoagulation is recommended to prevent recurrence but may expose so...

Jul 14 2026 42447897
Time, Tissue, and Team: Reframing Transbronchial Biopsy in Lung Transplantation as an Integrated Diagnostic System.

Despite remarkable advances in transplant pathology, molecular diagnostics, imaging, and biomarker discovery, uncertainty remains an intrinsic feature...

Jul 14 2026 42448010
Predicting Patient-Reported Outcome Measures, Satisfaction, Healthcare Utilization, Mortality, and Return to Work After Total Knee Arthroplasty Using Machine Learning: A 14,900-Patient Study.

BACKGROUND: Patient-reported outcome measures and healthcare utilization metrics are increasingly used to evaluate the success of total knee arthropla...

Jul 14 2026 42448250
Enhancing mortality prediction in septic ICU patients with malignancies through ensemble machine learning: a retrospective cohort study.

Sepsis remains a leading cause of mortality in the intensive care unit (ICU), and patients with underlying malignancies are disproportionately affecte...

Jul 14 2026 42448920
A High Granularity Machine Learning Model to Predict Successful Weaning During V-V ECMO.

PURPOSE: Weaning from venovenous extracorporeal membrane oxygenation (V-V ECMO) remains unstandardized due to limited literature, with delayed weaning...

Jul 14 2026 42449030
Artificial Intelligence in Clinical Genetics: Current Applications and Challenges.

Multiomics, next-generation, and long-read sequencing approaches have transformed the practice of medical genetics. Complex cases often require severa...

Jul 14 2026 42443618
Improved 28-day mortality prediction by combining Lactate Dehydrogenase-to-Albumin Ratio(LAR) to lactate-enhanced Sequential Organ Failure Assessment (SOFA) score in patients with sepsis: a derivation and validation study.

BACKGROUND: Fast risk stratification is essential for patients with sepsis, a life-threatening condition associated with high mortality, as it guides ...

Jul 14 2026 42443791
A deep learning framework for recognizing skin changes secondary to chronic venous insufficiency in clinical photographs: a multicentre validation study.

BACKGROUND: Chronic venous insufficiency (CVI) produces heterogeneous lower-extremity skin changes that often mimic inflammatory dermatoses, complicat...

Jul 13 2026 42438416
Seed-to-Semantics: Few-shot Prototype-Guided Progressive Learning for Hyperspectral and LiDAR Classification.

Deep learning-based fusion of hyperspectral images (HSI) and LiDAR has achieved strong performance in multimodal remote sensing classification, but it...

Jul 13 2026 42441449
Machine-learning-based Fall-prediction Model for Inpatients in Military Hospitals.

This case-control study develops a machine-learning (ML)-based fall-risk-prediction model for military-hospital inpatients, using electronic records (...

Jul 13 2026 42441663
Critical Review on Microbial Inulinase Production: Emerging Strategies, AI-Driven Optimization, and Applications.

Microbial inulinases are increasingly recognized as valuable biocatalysts for the sustainable production of high-value products, including fructooligo...

Jul 12 2026 42437513
Prediction of Exercise Intolerance in the Recovery Period After Cardiovascular Surgery Using Perioperative Clinical Parameters.

OBJECTIVE: To develop and validate a machine learning model for predicting reduced exercise capacity at 3 months postoperatively using clinical parame...

Jul 12 2026 42437656
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