Update to improve reproducibility and interpretability: A response to "Machine Learning for Tumor Growth Inhibition" by Phyllis Chan, James Lu, René Bruno, Jin Y. Jin

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Analysis of Longitudinal‐Ordered Categorical Data for Muscle Spasm Adverse Event of Vismodegib: Comparison Between Different Pharmacometric Models by Tong Lu, Yujie Yang, Jin Y. Jin, Matts Kågedal

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Retrospective Assessment of Translational Pharmacokinetic-Pharmacodynamic Modeling Performance: A Case Study with Apitolisib, a Dual PI3K/mTOR Inhibitor by Anita Moein, Jin Y. Jin, Matthew R. Wright, Bruno Alicke, Harvey Wong

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Deep‐NCA: A deep learning methodology for performing noncompartmental analysis of pharmacokinetic data by Gengbo Liu, Logan Brooks, John Canty, Dan Lu, Jin Y. Jin, James Lu

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Comparison of two‐stage and joint TGI‐OS modeling using data from six atezolizumab clinical studies in patients with metastatic non‐small cell lung cancer by Antonio Gonçalves, Mathilde Marchand, Phyllis Chan, Jin Y. Jin, Jérémie Guedj, René Bruno

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A disease model predicting placebo response and remission status of patients with ulcerative colitis using modified Mayo score by Anita Moein, Jurgen Langenhorst, Elodie L. Plan, Jin Y. Jin, Matts Kågedal, Nastya Kassir

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Tumor growth and overall survival modeling to support decision making in phase Ib/II trials: A comparison of the joint and two‐stage approaches by Mathilde Marchand, Antonio Gonçalves, François Mercier, Pascal Chanu, Jin Y. Jin, Jérémie Guedj, René Bruno

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Multistate model for pharmacometric analyses of overall survival in HER2‐negative breast cancer patients treated with docetaxel by Sreenath M. Krishnan, Lena E. Friberg, René Bruno, Ulrich Beyer, Jin Y. Jin, Mats O. Karlsson

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gPKPDviz: A flexible R shiny tool for pharmacokinetic/pharmacodynamic simulations using mrgsolve by Tong Lu, Victor Poon, Logan Brooks, Erick Velasquez, Eric Anderson, Kyle Baron, Jin Y. Jin, Matts Kågedal

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Tumor Time‐Course Predicts Overall Survival in Non‐Small Cell Lung Cancer Patients Treated with Atezolizumab: Dependency on Follow‐Up Time by Ida Netterberg, René Bruno, Ya‐Chi Chen, Helen Winter, Chi‐Chung Li, Jin Y. Jin, Lena E. Friberg

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Time‐to‐Event Modeling of Peripheral Neuropathy: Platform Analysis of Eight Valine‐Citrulline‐Monomethylauristatin E Antibody-Drug Conjugates by Matts Kågedal, Divya Samineni, William R. Gillespie, Dan Lu, Bernard M. Fine, Sandhya Girish, Chunze Li, Jin Y. Jin

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Prediction of overall survival in patients across solid tumors following atezolizumab treatments: A tumor growth inhibition-overall survival modeling framework by Phyllis Chan, Mathilde Marchand, Kenta Yoshida, Shweta Vadhavkar, Nina Wang, Alyse Lin, Benjamin Wu, Marcus Ballinger, Nitzan Sternheim, Jin Y. Jin, René Bruno

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Systems‐based digital twins to help characterize clinical dose-response and propose predictive biomarkers in a Phase I study of bispecific antibody, mosunetuzumab, in NHL by Monica E. Susilo, Chi‐Chung Li, Kapil Gadkar, Genevive Hernandez, Ling‐Yuh Huw, Jin Y. Jin, Shen Yin, Michael C. Wei, Saroja Ramanujan, Iraj Hosseini

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Development of a pediatric physiologically-based pharmacokinetic model to support recommended dosing of atezolizumab in children with solid tumors by Weize Huang, Felix Stader, Phyllis Chan, Colby S. Shemesh, Yuan Chen, Katherine L. Gill, Hannah M. Jones, Linzhong Li, Gianluca Rossato, Benjamin Wu, Jin Y. Jin, Pascal Chanu

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Modeling Alzheimer's disease progression utilizing clinical trial and ADNI data to predict longitudinal trajectory of CDR‐SB by Samira Jamalian, Michael Dolton, Pascal Chanu, Vidya Ramakrishnan, Yesenia Franco, Kristin Wildsmith, Paul Manser, Edmond Teng, Jin Y. Jin, Angelica Quartino, Joy C. Hsu, for the Alzheimer's Disease Neuroimaging Initiative

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Requirements, expectations, challenges and opportunities associated with training the next generation of pharmacometricians by Stephan Schmidt, Valvanera Vozmediano, Rodrigo Cristofoletti, Sarah Kim, Zhoumeng Lin, Natalia deMoraes, Francine Azeredo, Brian Cicali, Hans Leuenberger, Joshua D. Brown, Jin Y. Jin, Cynthia J. Musante, Stacey Tannenbaum, Yaning Wang

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Quantitative systems pharmacology model of the amyloid pathway in Alzheimer's disease: Insights into the therapeutic mechanisms of clinical candidates by Vidya Ramakrishnan, Christina Friedrich, Colleen Witt, Robert Sheehan, Meghan Pryor, Jasvinder K. Atwal, Kristin Wildsmith, Katherine Kudrycki, Seung‐Hye Lee, Norman Mazer, Carsten Hofmann, Reina N. Fuji, Jin Y. Jin, Saroja Ramanujan, Michael Dolton, Angelica Quartino

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