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Yoshiyasu Takefuji

Sciencepark Corporation

34H指数
617论文数
5.4K被引数
收录论文 193
发表时间
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Multi-class bearing faults: Label-guided unsupervised ensemble with a One-vs-Rest benchmark of isolation forest methods多类轴承故障：基于标签引导的无监督集成与孤立森林方法的一对余基准
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2026-10-03
err0
PREAI
errYoshiyasu Takefuji
err分享
err收藏
Beyond SHAP: Exposing the Instability of Supervised Feature Importance and the Necessity of External Validation in Soil Microbiome Research超越SHAP：揭示监督式特征重要性方法的不稳定性及土壤微生物组研究中外部验证的必要性
errSOIL BIOLOGY & BIOCHEMISTRY
IF10.3
err2026-10-03
err0
PREAI
errYoshiyasu Takefuji
err分享
err收藏
Predictive accuracy does not establish feature-importance robustness: a leave-top feature-out analysis in late-life depression预测准确性不能建立特征重要性鲁棒性：一项在老年抑郁症中的剔除顶层特征分析
errBiomedical Signal Processing and Control
IF4.9
err2026-09-24
err0
PREAI
errYoshiyasu Takefuji
err分享
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Strengthening Global Health Governance: Recommendations for the World Health Organization in Future Pandemic Responses加强全球卫生治理：对未来大流行病应对的世界卫生组织建议
errJournal of the American Medical Directors Association
IF3.8
err2026-09-07
err0
PREAI
errYoshiyasu Takefuji
err分享
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Interpreting Variable Importance in Metabolically Co-regulated Systems: Considerations for Metabolic Dysfunction-Associated Steatotic Liver Disease Risk Prediction代谢协同调控系统中变量重要性的解读：代谢功能障碍相关脂肪性肝病风险预测的考量
errJournal of Clinical and Experimental Hepatology
IF3.2
err2026-08-27
err0
PREAI
errSouichi Oka; Maito Suzuki; Yoshiyasu Takefuji
err分享
err收藏
Beyond predictive performance: Interpretability challenges and feature importance bias in XGBoost-based readmission models超越预测性能：基于XGBoost的再入院模型中的可解释性挑战和特征重要性偏差
errGeriatric Nursing
IF2.4
err2026-08-27
err0
PREAI
errSouichi Oka; Maito Suzuki; Yoshiyasu Takefuji
err分享
err收藏
Comment on An Artificial Intelligence-Based Prognostic Model for Prediction of Functional Glaucoma Progression From Clinical and Structural Data基于人工智能的预测功能性青光眼进展的临床和结构数据预后模型评述
errAmerican Journal of Ophthalmology
IF4.2
err2026-08-13
err0
PREAI
errKiyo Yoshida; Souichi Oka; Yoshiyasu Takefuji
err分享
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Feature Importance Bias and Competing Risks: Methodological Concerns in Ensemble Models for Diabetic Kidney Disease特征重要性偏差与竞争风险：糖尿病肾病集成模型中的方法论问题
errDIABETES OBESITY & METABOLISM
IF5.7
err2026-08-05
err0
PREAI
errSouichi Oka; Kota Takemura; Yoshiyasu Takefuji
err分享
err收藏
The absence of true association validation in supervised feature importance: Evidence from battery capacity prediction for second-life applications监督特征重要性中缺乏真正的关联验证：来自电池容量预测用于二次生命应用的证据
errJournal of Energy Storage
IF9.8
err2026-08-01
err2
PREAI
errTakefuji, Yoshiyasu
err分享
err收藏
Strengthening Feature-Importance Interpretation in Pediatric Telemedicine Prediction Models强化儿科远程医疗预测模型中的特征重要性解释
errJournal of Pediatrics
IF3.5
err2026-08-01
err0
PREAI
errOka, Souichi; Saito, Seiji; Takefuji, Yoshiyasu
err分享
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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)关于徐等人（2026年）通过自体荧光多光谱成像开发一种基于显微镜的诊断测试，用于检测碱性损伤诱导的角膜缘干细胞缺乏症（Exp. Eye Res. 264:110829）
errExperimental Eye Research
IF2.7
err2026-07-01
err0
PREAI
errOka, Souichi; Ono, Ryota; Takefuji, Yoshiyasu
err分享
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Reconsidering regression-based predictors in adults with attention‑deficit/hyperactivity disorder and substance use disorders重新审视成人注意缺陷/多动障碍和物质使用障碍的回归预测因子
errEuropean Neuropsychopharmacology
IF6.7
err2026-06-01
err0
PREAI
errSouichi Oka; Maito Suzuki; Yoshiyasu Takefuji
err分享
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Interpretable integration of SEM and SVM for reliable thyroid nodule classificationSEM与SVM的可解释性融合以实现可靠的甲状腺结节分类
errArtificial Intelligence in Medicine
IF6.2
err2026-06-01
err0
PREAI
errArif, Mustafa; Takefuji, Yoshiyasu
err分享
err收藏
Evaluating Linear Parametric Poisson Regression vs Nonparametric Unsupervised Learning in Ulcerative Colitis Data评估线性参数泊松回归与非参数无监督学习在溃疡性结肠炎数据中的应用
errGastroenterology
IF25.1
err2026-04-25
err0
PREAI
errYoshiyasu Takefuji
err分享
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Re: Jurczok N, Dernbach G, Ebner B, et al. Multiregional immune profiling reveals prognostic patterns in bladder cancer. Eur Urol Oncol. In press. http://dx.doi.org/10.1016/j.euo.2025.12.006Jurczok N, Dernbach G, Ebner B, 等. 多区域免疫图谱揭示膀胱癌的预后模式. 欧洲泌尿肿瘤学. 即将发表. http://dx.doi.org/10.1016/j.euo.2025.12.006
errEuropean Urology Oncology
IF9.3
err2026-04-22
err0
PREAI
errKiyo Yoshida; Souichi Oka; Yoshiyasu Takefuji
err分享
err收藏
Reconsidering Principal Component Analysis in Neurodevelopmental Studies: A Call for Advanced Frameworks重新审视神经发育研究中的主成分分析：对先进框架的呼吁
errNeurotoxicology
IF3.9
err2026-04-20
err0
PREAI
errSouichi Oka; Ryota Ono; Yoshiyasu Takefuji
err分享
err收藏
Correspondence on ‘Clinical correlation between metabolic biomarkers and chemoresistance in gestational trophoblastic neoplasia’ by Kong et al.关于Kong等人撰写的“妊娠滋养细胞肿瘤中代谢生物标志物与化疗耐药性的临床相关性”的通信
errInternational Journal of Gynecological Cancer
IF4.7
err2026-04-16
err0
PREAI
errSouichi Oka; Maito Suzuki; Yoshiyasu Takefuji
err分享
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Beyond Feature Importance: Validating True Clinical Associations in AI-Driven Psychiatric Research Through Consistency and Dose-Response Relationships超越特征重要性：通过一致性和剂量-反应关系验证AI驱动的精神病学研究中真正的临床关联
errAsian Journal of Psychiatry
IF4.5
err2026-04-08
err0
PREAI
errYoshiyasu Takefuji
err分享
err收藏
Limits of SHAP feature importance in XGBoost–SOL Surrogates for catalytic Cracking: Correlation-Driven Bias, stability Diagnostics, and the Need for unsupervised validationSHAP特征重要性在XGBoost–SOL替代模型中的局限性：相关性驱动的偏差、稳定性诊断以及无监督验证的必要性
errFuel
IF7.5
err2026-04-08
err0
PREAI
errSuyam Ghale; Souichi Oka; Yoshiyasu Takefuji
err分享
err收藏
Addressing biases and limitations in feature attribution for circRNA modification profiling解决circRNA修饰分析中特征归因的偏差和局限性
errBriefings in Bioinformatics
IF7.7
err2026-04-08
err0
errOAAI
errSouichi Oka; Kota Takemura; Yoshiyasu Takefuji
err分享
err收藏

研究方向

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合作学者
合作期刊
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T. Sasaki
H 指数: 48 · 论文数: 533
N
Narumi Takahashi
H 指数: 46 · 论文数: 411
X
Xiao‐Kang Li
H 指数: 42 · 论文数: 241
S
Shiro Takahara
H 指数: 41 · 论文数: 361
I
Ikuya Yamada
H 指数: 38 · 论文数: 249
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