日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

COLA-GLM: collaborative one-shot and lossless algorithms of generalized linear models for decentralized observational healthcare data

COLA-GLM:用于分散式观察性医疗保健数据的广义线性模型协作式一次性无损算法

Wu, Qiong; Reps, Jenna M; Li, Lu; Zhang, Bingyu; Lu, Yiwen; Tong, Jiayi; Zhang, Dazheng; Lumley, Thomas; Brand, Milou T; Van Zandt, Mui; Falconer, Thomas; He, Xing; Huang, Yu; Li, Haoyang; Yan, Chao; Tang, Guojun; Williams, Andrew E; Wang, Fei; Bian, Jiang; Malin, Bradley; Hripcsak, George; Schuemie, Martijn J; Lu, Yun; Drew, Steve; Zhou, Jiayu; Asch, David A; Chen, Yong

Extensive benchmarking of a method that estimates external model performance from limited statistical characteristics

对一种基于有限统计特征估计外部模型性能的方法进行了广泛的基准测试。

El-Hay, Tal; Reps, Jenna M; Yanover, Chen

Unlocking efficiency in real-world collaborative studies: a multi-site international study with one-shot lossless GLMM algorithm

提高现实世界合作研究的效率:一项采用一次性无损广义线性混合模型算法的多中心国际研究

Tong, Jiayi; Reps, Jenna M; Luo, Chongliang; Lu, Yiwen; Li, Lu; Ramirez-Anguita, Juan Manuel; Brand, Milou T; DuVall, Scott L; Falconer, Thomas; Fuentes, Alex Mayer; He, Xing; Matheny, Michael E; Mayer, Miguel A; Patel, Bhavnisha K; Simon, Katherine R; Suchard, Marc A; Tang, Guojun; Viernes, Benjamin; Williams, Ross D; van Zandt, Mui; Wang, Fei; Bian, Jiang; Zhou, Jiayu; Asch, David A; Chen, Yong

Finding a constrained number of predictor phenotypes for multiple outcome prediction

寻找用于多重结果预测的有限数量的预测因子表型

Reps, Jenna M; Wong, Jenna; Fridgeirsson, Egill A; Kim, Chungsoo; John, Luis H; Williams, Ross D; Fisher, Renae R; Ryan, Patrick B

CohortDiagnostics: Phenotype evaluation across a network of observational data sources using population-level characterization

队列诊断:利用群体水平特征对观察数据源网络进行表型评估

Rao, Gowtham A; Shoaibi, Azza; Makadia, Rupa; Hardin, Jill; Swerdel, Joel; Weaver, James; Voss, Erica A; Conover, Mitchell M; Fortin, Stephen; Sena, Anthony G; Knoll, Chris; Hughes, Nigel; Gilbert, James P; Blacketer, Clair; Andryc, Alan; DeFalco, Frank; Molinaro, Anthony; Reps, Jenna; Schuemie, Martijn J; Ryan, Patrick B

Development and validation of a patient-level model to predict dementia across a network of observational databases

开发和验证用于预测痴呆症的患者级模型,该模型基于观察性数据库网络

John, Luis H; Fridgeirsson, Egill A; Kors, Jan A; Reps, Jenna M; Williams, Ross D; Ryan, Patrick B; Rijnbeek, Peter R

Similar Risk of Kidney Failure among Patients with Blinding Diseases Who Receive Ranibizumab, Aflibercept, and Bevacizumab: An Observational Health Data Sciences and Informatics Network Study

接受雷珠单抗、阿柏西普和贝伐珠单抗治疗的致盲性疾病患者发生肾衰竭的风险相似:一项观察性健康数据科学与信息学网络研究

Cai, Cindy X; Nishimura, Akihiko; Bowring, Mary G; Westlund, Erik; Tran, Diep; Ng, Jia H; Nagy, Paul; Cook, Michael; McLeggon, Jody-Ann; DuVall, Scott L; Matheny, Michael E; Golozar, Asieh; Ostropolets, Anna; Minty, Evan; Desai, Priya; Bu, Fan; Toy, Brian; Hribar, Michelle; Falconer, Thomas; Zhang, Linying; Lawrence-Archer, Laurence; Boland, Michael V; Goetz, Kerry; Hall, Nathan; Shoaibi, Azza; Reps, Jenna; Sena, Anthony G; Blacketer, Clair; Swerdel, Joel; Jhaveri, Kenar D; Lee, Edward; Gilbert, Zachary; Zeger, Scott L; Crews, Deidra C; Suchard, Marc A; Hripcsak, George; Ryan, Patrick B

Advancing Interpretable Regression Analysis for Binary Data: A Novel Distributed Algorithm Approach

推进二元数据可解释回归分析:一种新型分布式算法方法

Tong, Jiayi; Li, Lu; Reps, Jenna Marie; Lorman, Vitaly; Jing, Naimin; Edmondson, Mackenzie; Lou, Xiwei; Jhaveri, Ravi; Kelleher, Kelly J; Pajor, Nathan M; Forrest, Christopher B; Bian, Jiang; Chu, Haitao; Chen, Yong

Privacy-Preserving Federated Model Predicting Bipolar Transition in Patients With Depression: Prediction Model Development Study

保护隐私的联邦模型预测抑郁症患者的双相情感障碍转变:预测模型开发研究

Lee, Dong Yun; Choi, Byungjin; Kim, Chungsoo; Fridgeirsson, Egill; Reps, Jenna; Kim, Myoungsuk; Kim, Jihyeong; Jang, Jae-Won; Rhee, Sang Youl; Seo, Won-Woo; Lee, Seunghoon; Son, Sang Joon; Park, Rae Woong

Correction to: Adaptation and validation of a coding algorithm for the Charlson Comorbidity Index in administrative claims data using the SNOMED CT standardized vocabulary

更正:使用 SNOMED CT 标准化词汇对行政索赔数据中的 Charlson 合并症指数进行编码算法的调整和验证

Fortin, Stephen P; Reps, Jenna; Ryan, Patrick