Hospital-Based Medicine

Surveillance

Latest AI and machine learning research in surveillance for healthcare professionals.

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Showing 148-168 of 7,957 articles
Scoping review of the methods used to map clinical expertise and knowledge in the creation of knowledge-based clinical decision support systems.

BACKGROUND: Digital health technologies are rapidly increasing within healthcare services; however, ...

(1)
Sep 2026 42767739
Projecting the future spread of yellow fever vectors and implications for epidemic risk: a scoping review of climate change and human behaviour.

BACKGROUND: Yellow fever is a vector-borne disease with high epidemic potential. Although currently ...

(2)
Sep 2026 42767744
Risk prediction models for incident type 2 diabetes: s scoping review and an update to a systematic review.

Early identification of high-risk individuals is key for type 2 diabetes prevention. This study comb...

(3)
Sep 2026 42764073
Nonlinear modelling and simulation of climate-sensitive malaria transmission with imported infections and real data.

This study develops a climate-sensitive neural-mechanistic modelling framework for modelling weekly ...

(1)
Sep 2026 42763007
CEEMDAN-decomposed time series forecasting of reported hepatitis B cases using KOA-optimised deep learning: a nationwide study in mainland China (2004-2027).

BACKGROUND: Hepatitis B remains a leading notifiable infection in mainland China, with a persistent ...

(1)
Sep 2026 42757779
AI-based applications supporting informal caregivers in childhood caries prevention and management: protocol for a scoping review.

INTRODUCTION: Dental caries remains highly prevalent among children despite being preventable. Limit...

(1)
Sep 2026 42760089
Current status and future directions of AI in prostate cancer detection on MRI: a special report from the ESUR prostate MRI working group authors.

This report from the ESUR Prostate MRI Working Group assesses the current role of artificial intelli...

(1)
Sep 2026 42760428
Classification of recurrence status after surgical treatment of chronic subdural hemorrhage - A machine learning approach.

BACKGROUND: Chronic subdural hematoma (cSDH) recurrence requiring reoperation occurs in 5-33% of cas...

(1)
Sep 2026 42758754
Machine Learning and Deep Learning in Deep Vein Thrombosis: A Narrative Review of Clinical Applications for Diagnosis, Risk Prediction, and Outcome Management.

Machine learning (ML) and deep learning (DL) are increasingly applied across the clinical spectrum o...

(1)
Sep 2026 42753806
Artificial Intelligence-Driven Precision Bisphosphonate Therapy in Osteoporosis: Mechanisms, Clinical Applications, Risks, and Future Directions.

Bisphosphonates remain the pharmacological standard of care for osteoporosis; however, their clinica...

(4)
Sep 2026 42754291
Artificial Intelligence for Predicting Length of Stay for General Surgery Patients: A Systematic Review.

BACKGROUND: Length of stay (LoS) prediction is vital for optimizing surgical patient flow and resour...

(2)
Sep 2026 42755093
Unmet needs in functional neurological disorder related to digital healthcare.

Functional neurological disorder (FND) is a common yet historically neglected condition that present...

(1)
Sep 2026 42750449
Using Natural Language Processing to Examine State Child Maltreatment Policies and Associations With Outcomes: Multistate Cross-Sectional Study.

BACKGROUND: Child maltreatment is a major public health issue in the United States, with substantial...

(3)
Sep 2026 42748426
Prediction Models for In-Hospital Delirium Using Routinely Collected Electronic Health Record Data: Systematic Review.

BACKGROUND: Delirium is a common and clinically important form of acute in-hospital mental status de...

(2)
Sep 2026 42748492
Honest and Reliable Evaluation and Expert Equivalence Testing of Automated Neonatal Seizure Detection.

Reliable evaluation of machine learning models for neonatal EEG seizure detection is a prerequisite ...

(1)
Sep 2026 42748934
IQ-NET: fast and accurate quartet phylogenetic inference using deep learning trained on empirical DNA alignments.

Phylogenetic inference is fundamental to modern biology, with many applications including evolutiona...

Sep 2026 42748990
AI-assisted handheld echocardiography for hospital bedside cardiac triage: The prospective OPTIMUST implementation study.

BACKGROUND: Timely echocardiography remains difficult because expertise is concentrated within cardi...

(2)
Sep 2026 42749085
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