Souichi Oka

Ariake, 1358181, Japan

Last Updated: 09/26/2026

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Found 43 publications

Comment on An Artificial Intelligence-Based Prognostic Model for Prediction of Functional Glaucoma Progression From Clinical and Structural Data.

Comment on An Artificial Intelligence-Based Prognostic Model for Prediction of Functional Glaucoma Progression From Clinical and Structural Data.

Journal: American journal of ophthalmology
Published: July 07, 2026

Strengthening Feature-Importance Interpretation in Pediatric Telemedicine Prediction Models.

Strengthening Feature-Importance Interpretation in Pediatric Telemedicine Prediction Models.

Journal: The Journal of pediatrics
Published: June 11, 2026

Feature Importance Bias and Competing Risks: Methodological Concerns in Ensemble Models for Diabetic Kidney Disease.

Feature Importance Bias and Competing Risks: Methodological Concerns in Ensemble Models for Diabetic Kidney Disease.

Journal: Diabetes, obesity & metabolism
Published: May 26, 2026

Reconsidering regression-based predictors in adults with attention‑deficit/hyperactivity disorder and substance use disorders.

Reconsidering regression-based predictors in adults with attention‑deficit/hyperactivity disorder and substance use disorders.

Journal: European neuropsychopharmacology : the journal of the European College of Neuropsychopharmacology
Published: May 08, 2026

Comments on Xu et al. (2026) "Development of a microscopy-based diagnostic test for alkali injury-induced limbal stem cell deficiency through autofluorescence multispectral imaging" (Exp. Eye Res. 264:110829).

Comments on Xu et al. (2026) "Development of a microscopy-based diagnostic test for alkali injury-induced limbal stem cell deficiency through autofluorescence multispectral imaging" (Exp. Eye Res. 264:110829).

Journal: Experimental eye research
Published: May 01, 2026

Correspondence on "Clinical correlation between metabolic biomarkers and chemoresistance in gestational trophoblastic neoplasia" by Kong et al.

Correspondence on "Clinical correlation between metabolic biomarkers and chemoresistance in gestational trophoblastic neoplasia" by Kong et al.

Journal: International journal of gynecological cancer : official journal of the International Gynecological Cancer Society
Published: April 05, 2026

Breaking the spline: Why distributed lag non-linear models miss thresholds in environmental psychiatry.

Breaking the spline: Why distributed lag non-linear models miss thresholds in environmental psychiatry.

Journal: Psychiatry research
Published: March 07, 2026

Addressing biases and limitations in feature attribution for circRNA modification profiling.

Addressing biases and limitations in feature attribution for circRNA modification profiling.

Journal: Briefings in bioinformatics
Published: February 27, 2026

Beyond predictive performance: Interpretability challenges and feature importance bias in XGBoost-based readmission models.

Beyond predictive performance: Interpretability challenges and feature importance bias in XGBoost-based readmission models.

Journal: Geriatric nursing (New York, N.Y.)
Published: February 10, 2026

Interpreting IDDSI-linked nutrient patterns: From correlations to compositional modules.

Interpreting IDDSI-linked nutrient patterns: From correlations to compositional modules.

Journal: Clinical nutrition ESPEN
Published: February 06, 2026

Revisiting AI Interpretability in Precision Oncology: Why Predictive Accuracy Does Not Ensure Stable Feature Importance.

Revisiting AI Interpretability in Precision Oncology: Why Predictive Accuracy Does Not Ensure Stable Feature Importance.

Journal: Cancers
Published: January 20, 2026

Reconsidering principal component analysis in neurodevelopmental studies: A call for advanced frameworks.

Reconsidering principal component analysis in neurodevelopmental studies: A call for advanced frameworks.

Journal: Neurotoxicology
Published: December 24, 2025
Showing 1-12 of 43

Last Updated: 09/26/2026