Results 191 to 200 of about 140,529 (219)

Shapley Additive Explanation for Local Class Differentiation: Local Explainability for Class Differentiation in Classification Models

Advanced Intelligent Systems, EarlyView.
An instance‐level, model‐agnostic explanation of class differentiation is introduced through SHAP‐LCD, linking probability shifts to feature‐wise Shapley contributions. The method operates on tabular and image data and is released in a fully reproducible implementation, offering a transparent way to examine, at each instance, why predictive models ...
Roxana M. Romero Luna, Hugo A. Ordoñez Erazo, Carlos A. Cobos Lozada   +2 more
wiley   +1 more source

Causal analysis of trade loss from pathogens: A global study of foot and mouth disease impacts on meat exports

American Journal of Agricultural Economics, EarlyView.
Abstract Our general interest is in global trade loss from livestock pathogens, specifically exports. We adopt a causal inference approach that considers animal disease outbreaks over time as non‐staggered binary treatments with the potential for switching in (infection) and out of treatment (recovery) within the sample period. The outcome evolution of
Mohammad Maksudur Rahman, Thomas L. Marsh   +1 more
wiley   +1 more source

Adverse Events in Patients with Inflammatory Bowel Disease Treated with Advanced Therapies: A Nationwide, Population-Based, Propensity-Matched Cohort Study. [PDF]

J Clin Med
Choi HI, Moon JR, Lee SH, Cha JM.
europepmc   +1 more source

Prolonged Hospitalisations in People With Dementia and Comorbid Mental and Behavioural Disorders-A Data Linkage Study. [PDF]

Psychogeriatrics
Stuart C, Jackson K, Brodaty H, Low LF, Draper B.   +4 more
europepmc   +1 more source

High-resolution Annotated Dataset of Girvanella Boundstone Microfacies from the Xiannüdong Formation, China. [PDF]

Sci Data
Choi S, Kim D, Hong J, Lee B, Do J, Kim C, Lee C.   +6 more
europepmc   +1 more source

Increase in healthcare utilization and Medicare payment with progression of preclinical Alzheimer's disease. [PDF]

J Prev Alzheimers Dis
Beyrer J, Sheff Z, Payakachat N, Chandler JM, Chen YF, Kubisiak J, Lee A, Holdridge KC, Yaari R, Aisen P, Rafii MS, Sperling RA, A4 and LEARN Study Teams.   +12 more
europepmc   +1 more source

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Results of plasma radiative compression investigation in the PF-24 device operated with D2, Ar and (100%-x)D2+x%Ar mixtures obtained using the 5-phase Lee model code

Applied Radiation and Isotopes, 2022
Łukasz Marciniak, M. Akel, Agnieszka J Kulińska   +2 more
exaly