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Toru Yoshino
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Journal Articles

Comparative performance of clinical versus genomic machine learning prognostic models in AML: A prisma-guided systematic review and meta-analysis

Free
Xiaoyi Zhang, Abhishek Kumar, Toru Yoshino, Na Xiao, CHO-Hao Lee, Pojsakorn Danpanichkul, Zizhuo Yang, R. Alejandro Sica
Journal: Blood
Blood (2025) 146 (Supplement 1): 656.
https://doi.org/10.1182/blood-2025-656
Published: 2025
Journal Articles

Inpatient systemic therapy for CLL/SLL in the United States, 2016–2022: Trends, disparities, and the shift from chemotherapy to monoclonal antibodies

Free
Xiaoyi Zhang, Abhishek Kumar, Toru Yoshino, Anushri Soni, Na Xiao, CHO-Hao Lee, Pojsakorn Danpanichkul, Zizhuo Yang, R. Alejandro Sica
Journal: Blood
Blood (2025) 146 (Supplement 1): 7924.
https://doi.org/10.1182/blood-2025-7924
Published: 2025
Journal Articles

Technical benchmarking of eight machine‑learning algorithms versus penalized logistic regression for predicting in‑hospital death in 117,765 u.S. CLL/SLL admissions

Free
Xiaoyi Zhang, Abhishek Kumar, Lisha Xiao, Toru Yoshino, Anushri Soni, Zizhuo Yang, Na Xiao, Pojsakorn Danpanichkul, R. Alejandro Sica
Journal: Blood
Blood (2025) 146 (Supplement 1): 7916.
https://doi.org/10.1182/blood-2025-7916
Published: 2025
Journal Articles

Nationwide interpretable point‑of‑care score for CLL/SLL in‑hospital mortality with temporal validation and triage net benefit (NIS 2016–2022)

Free
Xiaoyi Zhang, Abhishek Kumar, Toru Yoshino, Anushri Soni, Na Xiao, CHO-Hao Lee, Zizhuo Yang, Pojsakorn Danpanichkul, R. Alejandro Sica
Journal: Blood
Blood (2025) 146 (Supplement 1): 7927.
https://doi.org/10.1182/blood-2025-7927
Published: 2025