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Muscle-Bone Ratio: A New AI-Driven Biomarker for Anti-EGFR Response in Metastatic Colorectal Cancer
AIdeep learningmCRC

Muscle-Bone Ratio: A New AI-Driven Biomarker for Anti-EGFR Response in Metastatic Colorectal Cancer

By MedXY|Jan 8, 2026

A deep learning-derived sarcopenia marker, the muscle-bone ratio (MBR), has been shown to predict the efficacy of anti-EGFR maintenance therapy in patients with RAS wild-type metastatic colorectal cancer, potentially identifying those who t

AI-Based OCT Analysis Outperforms Human Experts in Predicting Outcomes from Non-Culprit Lesions: Insights from the PECTUS-AI Study
AIartificial intelligencecardiovascular outcomes

AI-Based OCT Analysis Outperforms Human Experts in Predicting Outcomes from Non-Culprit Lesions: Insights from the PECTUS-AI Study

By MedXY|Jan 3, 2026

The PECTUS-AI study demonstrates that AI-based identification of thin-cap fibroatheromas using OCT provides superior prognostic value for cardiovascular events compared to manual analysis, particularly when assessing the entire imaged coron

Predicting Post-Hepatectomy Liver Failure with the PILOT Architecture: Integrating Liver Regeneration Biomarkers and Time-Phased Machine Learning
AIbiomarkersliver regeneration

Predicting Post-Hepatectomy Liver Failure with the PILOT Architecture: Integrating Liver Regeneration Biomarkers and Time-Phased Machine Learning

By MedXY|Dec 29, 2025

The novel PILOT machine learning architecture integrates time-phased perioperative data and regeneration-associated biomarkers to predict post-hepatectomy liver failure within six hours of surgery, significantly outperforming traditional cl

Deep Transfer Learning and Preimplant MRI: A Paradigm Shift in Predicting Pediatric Cochlear Implant Outcomes
AICochlear ImplantsNeuroimaging

Deep Transfer Learning and Preimplant MRI: A Paradigm Shift in Predicting Pediatric Cochlear Implant Outcomes

By MedXY|Dec 29, 2025

A multicenter study demonstrates that deep transfer learning (DTL) algorithms using preimplant MRI can predict spoken language development in children with cochlear implants with over 92% accuracy, significantly outperforming traditional ma

Precision Rehabilitation: Machine Learning Reveals Why ‘Early Mobilization’ Fails Some ICU Patients While Saving Others
AIcritical careearly mobilization

Precision Rehabilitation: Machine Learning Reveals Why ‘Early Mobilization’ Fails Some ICU Patients While Saving Others

By MedXY|Dec 26, 2025

A secondary analysis of the TEAM trial using machine learning demonstrates that enhanced early mobilization in mechanically ventilated patients has highly individualized effects, ranging from a 34% mortality reduction to a 39% increase in r

AI-Detected Coronary Calcium Significantly Predicts Cardiovascular Risk in Patients with Immune-Mediated Inflammatory Diseases
AIartificial intelligencecardiovascular risk

AI-Detected Coronary Calcium Significantly Predicts Cardiovascular Risk in Patients with Immune-Mediated Inflammatory Diseases

By MedXY|Dec 25, 2025

AI-driven analysis of routine chest CTs reveals that coronary artery calcium is highly prevalent and strongly predictive of MACE and mortality in patients with IMIDs, identifying a critical treatment gap in this high-risk population.

Efficacy of mHealth Interventions for Smoking Cessation in Tuberculosis Patients: Insights from a Cluster Randomized Clinical Trial
AIclinical trialmHealth

Efficacy of mHealth Interventions for Smoking Cessation in Tuberculosis Patients: Insights from a Cluster Randomized Clinical Trial

By MedXY|Dec 24, 2025

An mHealth text messaging intervention significantly improves smoking cessation rates and reduces mortality among TB patients compared to usual care, supporting its implementation in TB programs.

Rule-Based Chatbots Outperform LLMs in Depressive Symptom Management: A Systematic Review and Meta-Analysis
AIdepressionlarge language models

Rule-Based Chatbots Outperform LLMs in Depressive Symptom Management: A Systematic Review and Meta-Analysis

By MedXY|Dec 23, 2025

A comprehensive meta-analysis indicates that rule-based chatbots provide a modest but statistically significant reduction in depressive symptoms within a 4-8 week window, whereas evidence for the clinical efficacy of Large Language Model (L

Standardizing the Digital Signal: How an Ontology of Early Warning Signs Can Predict Cytokine Release Syndrome
AICytokine release syndromeGiám sát Bệnh nhân Từ xa

Standardizing the Digital Signal: How an Ontology of Early Warning Signs Can Predict Cytokine Release Syndrome

By MedXY|Dec 21, 2025

This article explores a landmark mixed-methods study establishing a digital biomarker ontology for the early detection of Cytokine Release Syndrome (CRS). By identifying core physiological markers, researchers aim to transform immunotherapy

Digital Cognitive Behavioral Therapy for Generalized Anxiety Disorder: Evidence, Impact, and Future Directions
AIGeneralized Anxiety Disordermental health

Digital Cognitive Behavioral Therapy for Generalized Anxiety Disorder: Evidence, Impact, and Future Directions

By MedXY|Dec 21, 2025

Recent robust randomized trials demonstrate that smartphone-delivered digital cognitive behavioral therapy provides significant, sustained improvements in generalized anxiety disorder, overcoming key access barriers and highlighting its pot

AIartificial intelligenceEndovascular Thrombectomy

AI-Driven Imaging Decision Support Doubles Thrombectomy Rates in Real-World Stroke Care

By MedXY|Dec 19, 2025

A large-scale prospective study across England’s NHS reveals that AI imaging software significantly boosts endovascular thrombectomy rates for acute stroke patients. Implementation was associated with a 100% relative increase in treat

Digital Psychological Intervention Reduces Distress and Improves Quality of Life in Inflammatory Rheumatic Diseases: Results from a Pilot RCT
AIinflammatory rheumatic diseasesrheumatology

Digital Psychological Intervention Reduces Distress and Improves Quality of Life in Inflammatory Rheumatic Diseases: Results from a Pilot RCT

By MedXY|Dec 14, 2025

A 102-participant pilot RCT in Germany found that a self-guided digital psychological intervention produced clinically meaningful reductions in psychological distress and modest improvements in quality of life at 3 months in people with inf

Automated Real‑Time Deterioration Alerts Cut In‑Hospital Cardiac Arrests — What Clinicians Need to Know
AIclinical deteriorationpatient safety

Automated Real‑Time Deterioration Alerts Cut In‑Hospital Cardiac Arrests — What Clinicians Need to Know

By MedXY|Dec 9, 2025

A systematic review and meta-analysis finds that real‑time automated clinical deterioration alert systems reduce in‑hospital cardiac arrests and may shorten ICU stay, but mortality benefits are uncertain and higher‑quality trials are needed

Artificial Intelligence-Enabled Prediction of Heart Failure Risk From Single-Lead Electrocardiograms: A Multinational Cohort Review
AIartificial intelligenceECG

Artificial Intelligence-Enabled Prediction of Heart Failure Risk From Single-Lead Electrocardiograms: A Multinational Cohort Review

By MedXY|Dec 5, 2025

This review evaluates AI algorithms predicting heart failure risk from noisy single-lead ECGs, synthesizing evidence from large multinational cohorts, highlighting improved risk stratification with AI-ECG models beyond traditional clinical

AI-Enhanced ECG Predicts Future Regurgitant Valvular Disease: Large International Study Shows Promise for Earlier Detection and Targeted Echocardiography
AIAI-ECGMitral Regurgitation

AI-Enhanced ECG Predicts Future Regurgitant Valvular Disease: Large International Study Shows Promise for Earlier Detection and Targeted Echocardiography

By MedXY|Dec 1, 2025

An international study developed AI-ECG models that diagnose and predict future moderate–severe mitral, tricuspid, and aortic regurgitation, validated across distinct populations and linked to subclinical chamber remodelling.

Deep learning classifies focus score and Sjögren’s disease from minor salivary gland biopsies and highlights a CD8+ acinar pattern
AImachine learningpathology

Deep learning classifies focus score and Sjögren’s disease from minor salivary gland biopsies and highlights a CD8+ acinar pattern

By MedXY|Dec 1, 2025

A multicentre deep‑learning model reliably classified biopsy focus score and ACR‑EULAR–defined Sjögren’s disease (AUROC ≈0.88–0.89) and identified a novel CD8+ T‑cell peri‑acinar pattern associated with disease; prospective validation is ne

Foundation Models Narrow the Knowledge Gap in Ophthalmology but Struggle with Images
AIophthalmology

Foundation Models Narrow the Knowledge Gap in Ophthalmology but Struggle with Images

By MedXY|Nov 25, 2025

Contemporary foundation models match experts on text-only ophthalmology exam questions but underperform on image-based items; targeted multimodal training and prospective validation are needed before clinical deployment.

Therapist-Guided e‑Health Cuts Fear of Cancer Recurrence in Colorectal Survivors: A Randomized Trial Shows Clinically Meaningful Benefits
AIcolorectal cancere-health intervention

Therapist-Guided e‑Health Cuts Fear of Cancer Recurrence in Colorectal Survivors: A Randomized Trial Shows Clinically Meaningful Benefits

By MedXY|Nov 19, 2025

A Danish RCT of TG‑iConquerFear, a 10‑week therapist‑guided online program for colorectal cancer survivors with clinical fear of cancer recurrence (FCR), reduced FCR scores substantially compared with augmented self‑help at 3 months; the be

Deep Learning in Otolaryngology: Promises, Performance, and Pathways to Clinical Use
AIdeep learningimplementation

Deep Learning in Otolaryngology: Promises, Performance, and Pathways to Clinical Use

By MedXY|Nov 19, 2025

This critical synthesis of a 2020–2025 narrative review (327 DL studies) evaluates deep learning (DL) applications across diagnosis, prognosis, segmentation, and emerging intraoperative uses in otolaryngology and outlines practical steps fo

AI-Augmented Screening Triples Detection Yield of Transthyretin Cardiac Amyloidosis in a Multisite Real-World Trial
AIartificial intelligenceATTR-CM

AI-Augmented Screening Triples Detection Yield of Transthyretin Cardiac Amyloidosis in a Multisite Real-World Trial

By MedXY|Nov 18, 2025

An AI-driven screening program (ATTRACTnet) applied to ECG, echocardiography, demographics and orthopedic history substantially increased case detection of transthyretin cardiac amyloidosis (ATTR‑CM) and led to rapid treatment initiation in

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