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J

James Lu

Agency for Science Technology and Research

34H指数
187论文数
4.5K被引数
收录论文 41
发表时间
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Quantitative Systems Pharmacology Modeling Amid the Rise of Agentic AI定量系统药理学建模与代理人工智能的兴起
errcpt: pharmacometrics & systems pharmacology
IF0
err2026-04-09
err0
errOAAI
errJames Lu; Rajat Desikan
err分享
err收藏
Follow-Up Bias in Tumor Dynamic Modeling: A Comparison of Classical and Neural-ODE Approaches肿瘤动力学建模中的随访偏倚：经典方法与神经ODE方法的比较
errcpt: pharmacometrics & systems pharmacology
IF0
err2026-04-01
err0
errOAAI
errDavid C. Turner; Mark Laurie; Shuhui Li; Huy X. Ngo; Chunze Li; Jin Y. Jin; James Lu; Logan Brooks
err分享
err收藏
Building Hybrid Pharmacometric-Machine Learning Models in Oncology Drug Development: Current State and Recommendations在肿瘤药物开发中构建混合药代动力学-机器学习模型：现状与建议
errCPT: Pharmacometrics & Systems Pharmacology
IF0
err2025-10-17
err0
errOAAI
errAnna Fochesato; Logan Brooks; Omid Bazgir; Philippe B. Pierrillas; Candice Jamois; James Lu; Francois Mercier
err分享
err收藏
Shap-Cov: An Explainable Machine Learning Based Workflow for Rapid Covariate Identification in Population ModelingShap-Cov：一种基于可解释机器学习的快速协变量识别人口建模工作流程
errcpt pharmacometrics systems pharmacology
IF0
err2025-07-02
err0
errOAAI
errLogan Brooks; Rashed Harun; Jin Y. Jin; James Lu
err分享
err收藏
Integrating real-world data and machine learning: A framework to assess covariate importance in real-world use of alternative intravenous dosing regimens for atezolizumab
errCTS-CLINICAL AND TRANSLATIONAL SCIENCE
IF2.8
err2024-11-18
err0
errOAAI
errVora, Bianca; Jindal, Ashutosh; Velasquez, Erick; Lu, James; Wu, Benjamin
err分享
err收藏
Predicting overall survival from tumor dynamics metrics using parametric statistical and machine learning models: application to patients with RET-altered solid tumors
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2024-06-11
err0
errOAAI
errVelasquez, Erick; Kassir, Nastya; Cheeti, Sravanthi; Kuruvilla, Denison; Sane, Rucha; Dang, Steve; Miles, Dale; Lu, James
err分享
err收藏
Population pharmacokinetics and CD20 binding dynamics for mosunetuzumab in relapsed/refractory B-cell non-Hodgkin lymphoma
errCTS-CLINICAL AND TRANSLATIONAL SCIENCE
IF2.8
err2024-05-29
err6
errOAAI
errBender, Brendan; Li, Chi-Chung; Marchand, Mathilde; Turner, David C.; Li, Feifei; Vadhavkar, Shweta; Wang, Bei; Deng, Rong; Lu, James; Jin, Jin; Li, Chunze; Yin, Shen; Wei, Michael; Chanu, Pascal
err分享
err收藏
Deep-NCA: A deep learning methodology for performing noncompartmental analysis of pharmacokinetic data
errCPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY
IF3
err2024-03-11
err1
errOAAI
errLiu, Gengbo; Brooks, Logan; Canty, John; Lu, Dan; Jin, Jin Y.; Lu, James
err分享
err收藏
Current Status and Future Directions: The Application of Artificial Intelligence/Machine Learning for Precision Medicine
errCLINICAL PHARMACOLOGY & THERAPEUTICS
IF5.5
err2024-01-03
err12
PREAI
errNaik, Kunal; Goyal, Rahul K.; Foschini, Luca; Chak, Choi Wai; Thielscher, Christian; Zhu, Hao; Lu, James; Lehar, Joseph; Pacanoswki, Michael A.; Terranova, Nadia; Mehta, Neha; Korsbo, Niklas; Fakhouri, Tala; Liu, Qi; Gobburu, Jogarao
err分享
err收藏
Explainable deep learning for tumor dynamic modeling and overall survival prediction using Neural-ODE
errNPJ SYSTEMS BIOLOGY AND APPLICATIONS
IF3.5
err2023-11-18
err8
errOAAI
errLaurie, Mark; Lu, James
err分享
err收藏
Machine Learning-Based Quantification of Patient Factors Impacting Remission in Patients With Ulcerative Colitis: Insights from Etrolizumab Phase III Clinical Trials
errCLINICAL PHARMACOLOGY & THERAPEUTICS
IF5.5
err2023-10-24
err5
errOAAI
errHarun, Rashed; Lu, James; Kassir, Nastya; Zhang, Wenhui
err分享
err收藏
Artificial Intelligence for Quantitative Modeling in Drug Discovery and Development: An Innovation and Quality Consortium Perspective on Use Cases and Best Practices
errCLINICAL PHARMACOLOGY & THERAPEUTICS
IF5.5
err2023-10-06
err19
errOAAI
errTerranova, Nadia; Renard, Didier; Shahin, Mohamed H.; Menon, Sujatha; Cao, Youfang; Hop, Cornelis E. C. A.; Hayes, Sean; Madrasi, Kumpal; Stodtmann, Sven; Tensfeldt, Thomas; Vaddady, Pavan; Ellinwood, Nicholas; Lu, James
err分享
err收藏
Machine Learning for Exposure-Response Analysis: Methodological Considerations and Confirmation of Their Importance via Computational Experimentations
errPHARMACEUTICS
IF5.5
err2023-04-30
err7
errOAAI
errHarun, Rashed; Yang, Eric; Kassir, Nastya; Zhang, Wenhui; Lu, James
err分享
err收藏
Risk Factors of Hyperglycemia After Treatment With the AKT Inhibitor Ipatasertib in the Prostate Cancer Setting: A Machine Learning-Based Investigation
errJCO CLINICAL CANCER INFORMATICS
IF2.8
err2023-04-01
err5
errOAAI
errHarun, Rashed; Sane, Rucha; Yoshida, Kenta; Sutaria, Dhruvitkumar S.; Jin, Jin Y.; Lu, James
err分享
err收藏
Applying interpretable machine learning workflow to evaluate exposure-response relationships for large-molecule oncology drugs
errCPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY
IF3
err2022-10-20
err6
errOAAI
errLiu, Gengbo; Lu, James; Lim, Hong Seo; Jin, Jin Yan; Lu, Dan
err分享
err收藏
Circulating tumor cells (CTCs), CTC heterogeneity and distinct morphological CTC subtypes predict worse survival in metastatic breast cancer (MBC)
errCANCER RESEARCH
IF16.6
err2022-02-15
err0
PREAI
errO'Shaughnessy, Joyce A.; Levin, Maren K.; Rodriguez, Esther San Roman; Lu, James; Jones, Joshua T.; Anderson, Amanda K. L.; Tubbs, Alisa; Schonhoft, Joseph D.; Wenstrup, Rick
err分享
err收藏
Update to improve reproducibility and interpretability: A response to Machine Learning for Tumor Growth Inhibition
errCPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY
IF3
err2022-01-31
err0
errOAAI
errChan, Phyllis; Lu, James; Bruno, Rene; Jin, Jin Y.
err分享
err收藏
Computing the Hazard Ratios Associated With Explanatory Variables Using Machine Learning Models of Survival Data
errJCO CLINICAL CANCER INFORMATICS
IF2.8
err2021-12-01
err21
errOAAI
errSundrani, Sameer; Lu, James
err分享
err收藏
Deep learning prediction of patient response time course from early data via neural-pharmacokinetic/pharmacodynamic modelling
errNATURE MACHINE INTELLIGENCE
IF23.9
err2021-06-21
err33
errOAAI
errLu, James; Bender, Brendan; Jin, Jin Y.; Guan, Yuanfang
err分享
err收藏
Pharm-AutoML: An open-source, end-to-end automated machine learning package for clinical outcome prediction
errCPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY
IF3
err2021-05-02
err13
errOAAI
errLiu, Gengbo; Lu, Dan; Lu, James
err分享
err收藏

研究方向

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