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The Science of the Total Environment
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May 24, 2025
Letter to the Editor regarding "Prediction of PFAS bioaccumulation in different plant tissues with machine learning models based on molecular fingerprints" by Song et al. (2024), Sci. Total Environ. 950 175091
Souichi Oka, Yoshiyasu Takefuji
Cancers
|
February 27, 2026
Revisiting AI Interpretability in Precision Oncology: Why Predictive Accuracy Does Not Ensure Stable Feature Importance
Souichi Oka, Yoshiyasu Takefuji
European Journal of Radiology
|
July 15, 2025
Complementing interpretable machine learning with synergistic analytical strategies for thyroid cancer recurrence prediction
Souichi Oka, Yoshiyasu Takefuji
IEEE Transactions on Neural Networks
|
November 30, 2006
O(log2 M) self-organizing map algorithm without learning of neighborhood vectors
Hiroki Kusumoto, Yoshiyasu Takefuji
Journal of Hazardous Materials
|
April 24, 2025
Comments on "Dialogue between algorithms and soil: Machine learning unravels the mystery of phthalates pollution in soil" by Pan et al. (2025)
Souichi Oka, Yoshiyasu Takefuji
Health and Technology
|
June 26, 2023
A time-series COVID-19 policy outcome analysis tool to measure human behavior from a herd instinct perspective
Toshiki Miyagawa, Yoshiyasu Takefuji
Biomedicines
|
July 27, 2024
Molecular Hydrogen Protects against Various Tissue Injuries from Side Effects of Anticancer Drugs by Reducing Oxidative Stress and Inflammation
Shin-Ichi Hirano, Yoshiyasu Takefuji
Computer Methods and Programs in Biomedicine
|
September 28, 2025
Beyond predictive accuracy: Statistical validation of feature importance in biomedical machine learning
Souichi Oka, Nobuko Inoue, Yoshiyasu Takefuji
Computers in Biology and Medicine
|
July 12, 2025
Letter to the Editor: Complementary statistical approaches for interpreting machine learning feature importance in osteoporosis risk
Souichi Oka, Takuma Yamazaki, Yoshiyasu Takefuji
Psychiatry Research
|
March 20, 2026
Breaking the spline: Why distributed lag non-linear models miss thresholds in environmental psychiatry
Souichi Oka, Takuma Yamazaki, Yoshiyasu Takefuji
Page
of 9
Search research articles
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Showing results (61-70 of 90) with videos related to
Sort By:
Page
of 9
The Science of the Total Environment
|
May 24, 2025
Letter to the Editor regarding "Prediction of PFAS bioaccumulation in different plant tissues with machine learning models based on molecular fingerprints" by Song et al. (2024), Sci. Total Environ. 950 175091
Souichi Oka, Yoshiyasu Takefuji
Cancers
|
February 27, 2026
Revisiting AI Interpretability in Precision Oncology: Why Predictive Accuracy Does Not Ensure Stable Feature Importance
Souichi Oka, Yoshiyasu Takefuji
European Journal of Radiology
|
July 15, 2025
Complementing interpretable machine learning with synergistic analytical strategies for thyroid cancer recurrence prediction
Souichi Oka, Yoshiyasu Takefuji
IEEE Transactions on Neural Networks
|
November 30, 2006
O(log2 M) self-organizing map algorithm without learning of neighborhood vectors
Hiroki Kusumoto, Yoshiyasu Takefuji
Journal of Hazardous Materials
|
April 24, 2025
Comments on "Dialogue between algorithms and soil: Machine learning unravels the mystery of phthalates pollution in soil" by Pan et al. (2025)
Souichi Oka, Yoshiyasu Takefuji
Health and Technology
|
June 26, 2023
A time-series COVID-19 policy outcome analysis tool to measure human behavior from a herd instinct perspective
Toshiki Miyagawa, Yoshiyasu Takefuji
Biomedicines
|
July 27, 2024
Molecular Hydrogen Protects against Various Tissue Injuries from Side Effects of Anticancer Drugs by Reducing Oxidative Stress and Inflammation
Shin-Ichi Hirano, Yoshiyasu Takefuji
Computer Methods and Programs in Biomedicine
|
September 28, 2025
Beyond predictive accuracy: Statistical validation of feature importance in biomedical machine learning
Souichi Oka, Nobuko Inoue, Yoshiyasu Takefuji
Computers in Biology and Medicine
|
July 12, 2025
Letter to the Editor: Complementary statistical approaches for interpreting machine learning feature importance in osteoporosis risk
Souichi Oka, Takuma Yamazaki, Yoshiyasu Takefuji
Psychiatry Research
|
March 20, 2026
Breaking the spline: Why distributed lag non-linear models miss thresholds in environmental psychiatry
Souichi Oka, Takuma Yamazaki, Yoshiyasu Takefuji
Page
of 9