Results 181 to 190 of about 5,969,771 (290)

Beyond Prediction: Data, Baselines, Explanation, and Causation in Machine Learning for Food Insecurity

open access: yesFood Safety and Health, EarlyView.
The gains from machine learning in nowcasting and forecasting food insecurity are still small and limited and cannot be observed in all countries. This review summarizes the public resources for data, corrects common misconceptions about model requirements, and establishes baseline requirements, explanations, causal inference, and equity in operational
Shabnam Mehboob   +4 more
wiley   +1 more source

Medicated Optimism

open access: yesHealth Economics, EarlyView.
ABSTRACT Do people experiencing depression form accurate expectations about losing their jobs? Linking Estonian panel survey data to administrative employment, diagnosis, and prescription records, I track within‐person changes in expected job loss and subsequent realized job loss as individuals move into and out of depression and depression medication.
Penglong Li
wiley   +1 more source

Craniofacial Resection for Advanced Cutaneous Squamous Cell Carcinoma: Results From the 2nd International Collaborative Case‐Series

open access: yesHead &Neck, EarlyView.
ABSTRACT Background Robust outcome data for anterior skull base cutaneous squamous cell carcinoma (cSCC) are limited, particularly as emerging therapies reshape management. We evaluated survival and prognostic factors following craniofacial resection. Methods Retrospective multi‐institutional case‐series (1995–2015) of patients who underwent skull base
Michael J. C. Schachtel   +52 more
wiley   +1 more source

Stereotactic Body Radiation Therapy for Head and Neck Cancers With Perineural Spread

open access: yesHead &Neck, EarlyView.
ABSTRACT Background Perineural spread (PNS) in head and neck cancer (HNC) is technically challenging due to complex target volumes adjacent to critical organs. Data on stereotactic body radiation therapy (SBRT) for PNS is scarce. Methods This retrospective study included patients treated with SBRT for PNS across two centers in the USA and Canada from ...
Anna K. Lawless   +21 more
wiley   +1 more source

The Epithelial Epigenome: A Unified Platform for Cancer Risk Prediction and Prevention Monitoring

open access: yesInternational Journal of Cancer, EarlyView.
ABSTRACT Intrinsic biological processes and carcinogenic exposures leave cumulative DNA methylation (DNAme) imprints in epithelial cells. These changes reflect cellular composition, replicative/mitotic age and impaired differentiation capacity, and arise long before clinically detectable cancer, consistent with the concept of field cancerisation ...
Martin Widschwendter
wiley   +1 more source

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