一覧 Case Studies
2026-06-05 Case Studies

Predictive modeling of over-time patient-reported outcomes using random forests and imbalanced-data processing algorithms

* This article is based on an actual analysis project; however, in light of the confidentiality agreement (NDA) with the client, while maintaining the framework of the medical and healthcare field, specific details such as disease names and variables have been substantially altered from the actual case. We ask for your understanding in advance. This …

2026-06-05 Case Studies

Identifying complication risk factors while accounting for inter-facility differences using mixed-effects models and cluster analysis

* This article is based on an actual analysis project; however, in light of the confidentiality agreement (NDA) with the client, while maintaining the framework of the medical and healthcare field, specific details such as disease names and variables have been substantially altered from the actual case. We ask for your understanding in advance. This …

2026-06-05 Case Studies

Multivariate sigmoid analysis using non-linear least squares

* This article is based on an actual analysis project; however, in light of the confidentiality agreement (NDA) with the client, while maintaining the framework of the medical and healthcare field, specific details such as disease names and variables have been substantially altered from the actual case. We ask for your understanding in advance. This …

2026-06-05 Case Studies

Reliability correction of evaluation data using weighted correlation analysis

* This article is based on an actual analysis project; however, in light of the confidentiality agreement (NDA) with the client, while maintaining the framework of the medical and healthcare field, specific details such as disease names and variables have been substantially altered from the actual case. We ask for your understanding in advance. This …

2026-06-05 Case Studies

Survival analysis using propensity score matching and RMST

* This article is based on an actual analysis project; however, in light of the confidentiality agreement (NDA) with the client, while maintaining the framework of the medical and healthcare field, specific details such as disease names and variables have been substantially altered from the actual case. We ask for your understanding in advance. This …

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