Application of machine learning to predict reduction in total PANSS score and enrich enrollment in schizophrenia clinical trials-Reference-Cited by-同舟云学术

Application of machine learning to predict reduction in total PANSS score and enrich enrollment in schizophrenia clinical trials

Published:2021-05-03 Issue:5 Volume:14 Page:1864-1874
ISSN:1752-8054
Container-title:Clinical and Translational Science
language:en
Short-container-title:Clinical Translational Sci

Author:

Podichetty Jagdeep T.¹,Silvola Rebecca M.¹^ORCID,Rodriguez‐Romero Violeta¹^ORCID,Bergstrom Richard F.¹,Vakilynejad Majid²,Bies Robert R.¹³⁴^ORCID,Stratford Robert E.¹

Affiliation:

1. Division of Clinical Pharmacology Department of Medicine Indiana University School of Medicine Indianapolis Indiana USA

2. Takeda Pharmaceuticals U.S.A., Inc Cambridge Massachusetts USA

3. Department of Pharmaceutical Sciences University at Buffalo, State University of New York Buffalo New York USA

4. Institute for Computational Data Science University at Buffalo, State University of New York at Buffalo Buffalo New York USA

Publisher

Wiley

Subject

General Pharmacology, Toxicology and Pharmaceutics,General Biochemistry, Genetics and Molecular Biology,General Medicine,General Neuroscience

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1111/cts.13035

Reference44 articles.

1. Schizophrenia

2. The Economic Burden of Schizophrenia in the United States in 2013

3. Schizophrenia: overview and treatment options;Patel KR;P & T,2014

4. Innovation in the pharmaceutical industry: New estimates of R&D costs

5. Bundling arrows: improving translational CNS drug development by integrated PK/PD-metabolomics

Cited by 7 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Artificial intelligence for optimizing recruitment and retention in clinical trials: a scoping review;Journal of the American Medical Informatics Association;2024-09-11

2. Prediction of Clinical Outcomes in Psychotic Disorders Using Artificial Intelligence Methods: A Scoping Review;Brain Sciences;2024-08-29

3. An explainable machine learning-based phenomapping strategy for adaptive predictive enrichment in randomized clinical trials;npj Digital Medicine;2023-11-25

4. An explainable machine learning-based phenomapping strategy for adaptive predictive enrichment in randomized controlled trials;2023-06-22

5. Machine learning methods to predict outcomes of pharmacological treatment in psychosis;Translational Psychiatry;2023-03-02