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For: Gong X, Hu M, Zhao L. Big Data Toolsets to Pharmacometrics: Application of Machine Learning for Time-to-Event Analysis. Clin Transl Sci 2018. [PMID: 29536640 PMCID: PMC5944589 DOI: 10.1111/cts.12541] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]  Open
Number Cited by Other Article(s)
1
Staffa SJ, Zurakowski D. A Basic Machine Learning Primer for Surgical Research in Congenital Heart Disease. World J Pediatr Congenit Heart Surg 2025:21501351251335643. [PMID: 40368358 DOI: 10.1177/21501351251335643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2025]
2
La Salvia A, Modica R, Spada F, Rossi RE. Gender impact on pancreatic neuroendocrine neoplasm (PanNEN) prognosis according to survival nomograms. Endocrine 2025;88:14-23. [PMID: 39671148 DOI: 10.1007/s12020-024-04129-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2024] [Accepted: 12/03/2024] [Indexed: 12/14/2024]
3
Rajput A, Pillai M, Ajabiya J, Sengupta P. Integrating Quantitative Methods & Modeling and Analytical Techniques in Reverse Engineering; A Cutting-Edge Strategy in Complex Generic Development. AAPS PharmSciTech 2025;26:92. [PMID: 40140161 DOI: 10.1208/s12249-025-03067-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Accepted: 02/07/2025] [Indexed: 03/28/2025]  Open
4
Altaf A, Endo Y, Guglielmi A, Aldrighetti L, Bauer TW, Marques HP, Martel G, Alexandrescu S, Weiss MJ, Kitago M, Poultsides G, Maithel SK, Pulitano C, Shen F, Cauchy F, Koerkamp BG, Endo I, Pawlik TM. Upfront surgery for intrahepatic cholangiocarcinoma: Prediction of futility using artificial intelligence. Surgery 2025;179:108809. [PMID: 39322483 DOI: 10.1016/j.surg.2024.06.059] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 06/15/2024] [Accepted: 06/18/2024] [Indexed: 09/27/2024]
5
Radtke KK, Bender BC, Li Z, Turner DC, Roy S, Belousov A, Li CC. Clinical Pharmacology of Cytokine Release Syndrome with T-Cell-Engaging Bispecific Antibodies: Current Insights and Drug Development Strategies. Clin Cancer Res 2025;31:245-257. [PMID: 39556515 PMCID: PMC11739781 DOI: 10.1158/1078-0432.ccr-24-2247] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2024] [Revised: 09/20/2024] [Accepted: 10/25/2024] [Indexed: 11/20/2024]
6
Liu H, Ibrahim EIK, Centanni M, Sarr C, Venkatakrishnan K, Friberg LE. Integrated modeling of biomarkers, survival and safety in clinical oncology drug development. Adv Drug Deliv Rev 2025;216:115476. [PMID: 39577694 DOI: 10.1016/j.addr.2024.115476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 09/12/2024] [Accepted: 11/15/2024] [Indexed: 11/24/2024]
7
Endo Y, Tsilimigras DI, Munir MM, Woldesenbet S, Guglielmi A, Ratti F, Marques HP, Cauchy F, Lam V, Poultsides GA, Kitago M, Alexandrescu S, Popescu I, Martel G, Gleisner A, Hugh T, Aldrighetti L, Shen F, Endo I, Pawlik TM. Machine learning models including preoperative and postoperative albumin-bilirubin score: short-term outcomes among patients with hepatocellular carcinoma. HPB (Oxford) 2024;26:1369-1378. [PMID: 39098450 DOI: 10.1016/j.hpb.2024.07.415] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 07/03/2024] [Accepted: 07/22/2024] [Indexed: 08/06/2024]
8
Kawashima J, Endo Y, Woldesenbet S, Chatzipanagiotou OP, Tsilimigras DI, Catalano G, Khan MMM, Rashid Z, Khalil M, Altaf A, Munir MM, Guglielmi A, Ruzzenente A, Aldrighetti L, Alexandrescu S, Kitago M, Poultsides G, Sasaki K, Aucejo F, Endo I, Pawlik TM. Preoperative identification of early extrahepatic recurrence after hepatectomy for colorectal liver metastases: A machine learning approach. World J Surg 2024;48:2760-2771. [PMID: 39425666 DOI: 10.1002/wjs.12376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Accepted: 10/06/2024] [Indexed: 10/21/2024]
9
Altaf A, Endo Y, Munir MM, Khan MMM, Rashid Z, Khalil M, Guglielmi A, Ratti F, Marques H, Cauchy F, Lam V, Poultsides G, Kitago M, Popescu I, Martel G, Gleisner A, Hugh T, Shen F, Endo I, Pawlik TM. Impact of an artificial intelligence based model to predict non-transplantable recurrence among patients with hepatocellular carcinoma. HPB (Oxford) 2024;26:1040-1050. [PMID: 38796346 DOI: 10.1016/j.hpb.2024.05.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Revised: 05/09/2024] [Accepted: 05/12/2024] [Indexed: 05/28/2024]
10
Shahin MH, Barth A, Podichetty JT, Liu Q, Goyal N, Jin JY, Ouellet D. Artificial Intelligence: From Buzzword to Useful Tool in Clinical Pharmacology. Clin Pharmacol Ther 2024;115:698-709. [PMID: 37881133 DOI: 10.1002/cpt.3083] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 10/06/2023] [Indexed: 10/27/2023]
11
Terranova N, Renard D, Shahin MH, Menon S, Cao Y, Hop CECA, Hayes S, Madrasi K, Stodtmann S, Tensfeldt T, Vaddady P, Ellinwood N, Lu J. Artificial Intelligence for Quantitative Modeling in Drug Discovery and Development: An Innovation and Quality Consortium Perspective on Use Cases and Best Practices. Clin Pharmacol Ther 2024;115:658-672. [PMID: 37716910 DOI: 10.1002/cpt.3053] [Citation(s) in RCA: 21] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 09/11/2023] [Indexed: 09/18/2023]
12
Moingeon P, Chenel M, Rousseau C, Voisin E, Guedj M. Virtual patients, digital twins and causal disease models: paving the ground for in silico clinical trials. Drug Discov Today 2023;28:103605. [PMID: 37146963 DOI: 10.1016/j.drudis.2023.103605] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Revised: 03/22/2023] [Accepted: 04/27/2023] [Indexed: 05/07/2023]
13
Chen T, Zheng Y, Roskos L, Mager DE. Comparison of sequential and joint nonlinear mixed effects modeling of tumor kinetics and survival following Durvalumab treatment in patients with metastatic urothelial carcinoma. J Pharmacokinet Pharmacodyn 2023:10.1007/s10928-023-09848-w. [PMID: 36906878 DOI: 10.1007/s10928-023-09848-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2022] [Accepted: 02/09/2023] [Indexed: 03/13/2023]
14
Poon V, Lu D. Performance of Cox proportional hazard models on recovering the ground truth of confounded exposure-response relationships for large-molecule oncology drugs. CPT Pharmacometrics Syst Pharmacol 2022;11:1511-1526. [PMID: 35988264 PMCID: PMC9662202 DOI: 10.1002/psp4.12859] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 08/04/2022] [Accepted: 08/06/2022] [Indexed: 12/20/2022]  Open
15
Marzano L, Darwich AS, Tendler S, Dan A, Lewensohn R, De Petris L, Raghothama J, Meijer S. A novel analytical framework for risk stratification of real-world data using machine learning: A small cell lung cancer study. Clin Transl Sci 2022;15:2437-2447. [PMID: 35856401 PMCID: PMC9579402 DOI: 10.1111/cts.13371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 06/26/2022] [Accepted: 07/08/2022] [Indexed: 01/25/2023]  Open
16
Neural Networks for Survival Prediction in Medicine Using Prognostic Factors: A Review and Critical Appraisal. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022;2022:1176060. [PMID: 36238497 PMCID: PMC9553343 DOI: 10.1155/2022/1176060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 08/26/2022] [Accepted: 09/13/2022] [Indexed: 11/17/2022]
17
Baralou V, Kalpourtzi N, Touloumi G. Individual risk prediction: Comparing random forests with Cox proportional-hazards model by a simulation study. Biom J 2022. [PMID: 36169048 DOI: 10.1002/bimj.202100380] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 06/08/2022] [Accepted: 07/04/2022] [Indexed: 12/26/2022]
18
Janssen A, Bennis FC, Mathôt RAA. Adoption of Machine Learning in Pharmacometrics: An Overview of Recent Implementations and Their Considerations. Pharmaceutics 2022;14:1814. [PMID: 36145562 PMCID: PMC9502080 DOI: 10.3390/pharmaceutics14091814] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 08/17/2022] [Accepted: 08/22/2022] [Indexed: 11/23/2022]  Open
19
Decoding kinase-adverse event associations for small molecule kinase inhibitors. Nat Commun 2022;13:4349. [PMID: 35896580 PMCID: PMC9329312 DOI: 10.1038/s41467-022-32033-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 07/14/2022] [Indexed: 11/08/2022]  Open
20
Smith H, Sweeting M, Morris T, Crowther MJ. A scoping methodological review of simulation studies comparing statistical and machine learning approaches to risk prediction for time-to-event data. Diagn Progn Res 2022;6:10. [PMID: 35650647 PMCID: PMC9161606 DOI: 10.1186/s41512-022-00124-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Accepted: 03/01/2022] [Indexed: 12/24/2022]  Open
21
Application of machine learning based methods in exposure-response analysis. J Pharmacokinet Pharmacodyn 2022;49:401-410. [PMID: 35275315 DOI: 10.1007/s10928-022-09802-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Accepted: 01/06/2022] [Indexed: 10/18/2022]
22
A Simulation Study to Compare the Predictive Performance of Survival Neural Networks with Cox Models for Clinical Trial Data. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2021;2021:2160322. [PMID: 34880930 PMCID: PMC8646180 DOI: 10.1155/2021/2160322] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/17/2021] [Accepted: 11/10/2021] [Indexed: 12/23/2022]
23
Pickett KL, Suresh K, Campbell KR, Davis S, Juarez-Colunga E. Random survival forests for dynamic predictions of a time-to-event outcome using a longitudinal biomarker. BMC Med Res Methodol 2021;21:216. [PMID: 34657597 PMCID: PMC8520610 DOI: 10.1186/s12874-021-01375-x] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Accepted: 08/21/2021] [Indexed: 11/24/2022]  Open
24
Application of Deep Neural Networks as a Prescreening Tool to Assign Individualized Absorption Models in Pharmacokinetic Analysis. Pharmaceutics 2021;13:pharmaceutics13060797. [PMID: 34073609 PMCID: PMC8227048 DOI: 10.3390/pharmaceutics13060797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 05/03/2021] [Accepted: 05/19/2021] [Indexed: 11/17/2022]  Open
25
Fast screening of covariates in population models empowered by machine learning. J Pharmacokinet Pharmacodyn 2021;48:597-609. [PMID: 34019213 PMCID: PMC8225540 DOI: 10.1007/s10928-021-09757-w] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 04/22/2021] [Indexed: 12/15/2022]
26
Terranova N, Venkatakrishnan K, Benincosa LJ. Application of Machine Learning in Translational Medicine: Current Status and Future Opportunities. AAPS JOURNAL 2021;23:74. [PMID: 34008139 PMCID: PMC8130984 DOI: 10.1208/s12248-021-00593-x] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Accepted: 04/08/2021] [Indexed: 02/06/2023]
27
González-García I, Pierre V, Dubois VFS, Morsli N, Spencer S, Baverel PG, Moore H. Early predictions of response and survival from a tumor dynamics model in patients with recurrent, metastatic head and neck squamous cell carcinoma treated with immunotherapy. CPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY 2021;10:230-240. [PMID: 33465293 PMCID: PMC7965835 DOI: 10.1002/psp4.12594] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Revised: 10/28/2020] [Accepted: 12/07/2020] [Indexed: 01/05/2023]
28
Angehrn Z, Haldna L, Zandvliet AS, Gil Berglund E, Zeeuw J, Amzal B, Cheung SYA, Polasek TM, Pfister M, Kerbusch T, Heckman NM. Artificial Intelligence and Machine Learning Applied at the Point of Care. Front Pharmacol 2020;11:759. [PMID: 32625083 PMCID: PMC7314939 DOI: 10.3389/fphar.2020.00759] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2019] [Accepted: 05/06/2020] [Indexed: 12/17/2022]  Open
29
Liu Q, Zhu H, Liu C, Jean D, Huang SM, ElZarrad MK, Blumenthal G, Wang Y. Application of Machine Learning in Drug Development and Regulation: Current Status and Future Potential. Clin Pharmacol Ther 2020;107:726-729. [PMID: 31925955 DOI: 10.1002/cpt.1771] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Accepted: 12/03/2019] [Indexed: 11/06/2022]
30
Hu M, Babiskin A, Wittayanukorn S, Schick A, Rosenberg M, Gong X, Kim MJ, Zhang L, Lionberger R, Zhao L. Predictive Analysis of First Abbreviated New Drug Application Submission for New Chemical Entities Based on Machine Learning Methodology. Clin Pharmacol Ther 2019;106:174-181. [PMID: 31009066 DOI: 10.1002/cpt.1479] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2019] [Accepted: 04/15/2019] [Indexed: 11/05/2022]
31
Zhao L, Kim M, Zhang L, Lionberger R. Generating Model Integrated Evidence for Generic Drug Development and Assessment. Clin Pharmacol Ther 2019;105:338-349. [DOI: 10.1002/cpt.1282] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Accepted: 10/25/2018] [Indexed: 12/19/2022]
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