Big Data And Machine Learning: - Epidemiology

Relevant Publications

Session Introduction: Translating Big Data Imaging Genomics Findings to the Individual: Prediction of Risks and Outcomes in Neuropsychiatric Illnesses.

Issue Release: 2025

Explainable unsupervised anomaly detection for healthcare insurance data.

Issue Release: 2025

Bio-primed machine learning to enhance discovery of relevant biomarkers.

Issue Release: 2025

Smart Wearable Sensor Fuels Noninvasive Body Fluid Analysis.

Issue Release: 2025

Letter to the editor: An investigation of microbial groundwater contamination seasonality and extreme weather event interruptions using \"big data\", time-series analyses, and unsupervised machine learning.

Issue Release: 2025

Applications of Machine Learning (ML) in the context of marketing: a bibliometric approach.

Issue Release: 2025

Model interpretability enhances domain generalization in the case of textual complexity modeling.

Issue Release: 2025

A Comprehensive OBD Data Analysis Framework: Identification and Factor Analysis of High-Emission Heavy-Duty Vehicles.

Issue Release: 2025

Predicting hearing aids outcomes using machine learning.

Issue Release: 2025

Expanding genomic prediction in plant breeding: harnessing big data, machine learning, and advanced software.

Issue Release: 2025

Utilising artificial intelligence in developing education of health sciences higher education: An umbrella review of reviews.

Issue Release: 2025

Accuracy of machine learning methods in predicting prognosis of patients with psychotic spectrum disorders: a systematic review.

Issue Release: 2025

A predictive study on HCV using automated machine learning models.

Issue Release: 2025

Advancements and challenges in esophageal carcinoma prognostic models: A comprehensive review and future directions.

Issue Release: 2025

Advancing Medical Innovation through Blockchain-Secured Federated Learning for Smart Health.

Issue Release: 2025

Digital remote monitoring of people with multiple sclerosis.

Issue Release: 2025

Big data analysis and machine learning of the role of cuproptosis-related long non-coding RNAs (CuLncs) in the prognosis and immune landscape of ovarian cancer.

Issue Release: 2025

Accelerating crop improvement via integration of transcriptome-based network biology and genome editing.

Issue Release: 2025

Spatiotemporal evolutions and drivers of ground-level ozone in China (2015-2020): A GTWR-Kriging approach.

Issue Release: 2025

Evaluating Molecular Similarity Measures: Do Similarity Measures Reflect Electronic Structure Properties?

Issue Release: 2025

How Does Epidemiology Inform Treatment Protocols?

Why is Diversity Important in Epidemiological Studies?

What are Mutating Pathogens?

When is Watchful Waiting Applied?

Why are Saturated Fats Important in Epidemiology?

Who are the Underrepresented Groups in Epidemiology?

What Are the Key Components of Personalized Care in Epidemiology?

What Role Does Neuroimaging Play in Epidemiology?

How Can Epidemiology Improve Patient Outcomes?

What Causes Reduced Power in Epidemiological Studies?

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