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G

Georg Heinze

Center for Medical Data Science

72H指数
506论文数
2.7W被引数
收录论文 163
发表时间
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Variable selection for clinical prediction models in low-dimensional data - a simulation study comparing traditional regression and machine learning methods低维数据中临床预测模型的选择：一项比较传统回归与机器学习方法模拟研究
errBMC Medical Research Methodology
IF3.4
err2026-07-07
err0
errOAAI
errJohannes A. Vey; Georg Heinze; Meinhard Kieser
err分享
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Plasma aldosterone is low in patients hospitalized with COVID-19 and not associated with changes in serum potassium levels: post hoc observational analyses of clinical trial dataCOVID-19住院患者的血浆醛固酮水平较低，且与血清钾水平的变化无关：临床试验数据的后验观察性分析
errFrontiers in Endocrinology
IF4.6
err2025-12-10
err0
errOAAI
errSimon Krenn; Sebastian Hödlmoser; Amelie Kurnikowski; Patrick Jorge; Farsad Eskandary; Georg Heinze; Manfred Hecking; Roman Reindl-Schwaighofer
err分享
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A Systematic Categorization of Performance Measures for Estimated Non-Linear Associations Between an Outcome and Continuous Predictors对结果与连续预测变量之间的估计非线性关联的性能指标的系统性分类
errcomputational statistics
IF0
err2025-08-31
err0
errOAAI
errTheresa Ullmann; Georg Heinze; Michal Abrahamowicz; Aris Perperoglou; Willi Sauerbrei; Matthias Schmid; Daniela Dunkler; TG2 of the STRATOS Initiative
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Estimating the Factor VIII-Equivalent Activity of Emicizumab Using Global Assays of Haemostasis使用全球止血检测方法估算艾美珠单抗（Emicizumab）的因子VIII等效活性
errHaemophilia
IF3
err2025-07-17
err0
errOAAI
errDaniel Kraemmer; Cihan Ay; Judit Rejtő; Georg Heinze; Peter Quehenberger; Ingrid Pabinger; Oliver Königsbrügge
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The impact of bias due to exponentiation in the estimation of hazard, risk, and odds ratios: an empirical investigation from 1,495,059 effect sizes from MEDLINE/PubMed abstracts由于指数运算导致的偏差对危险度、风险和比值比估计的影响：一项基于来自MEDLINE/PubMed摘要的1,495,059个效应量的实证调查
errBMC MEDICAL RESEARCH METHODOLOGY
IF3.4
err2025-04-23
err0
errOAAI
errKosuta, Tina; Heinze, Georg; Kastrin, Andrej; Kosmidis, Ioannis; Blagus, Rok
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Management of patients with venous thromboembolism and a high recurrence risk estimated by the Vienna Prediction Model: a prospective cohort study
errRESEARCH AND PRACTICE IN THROMBOSIS AND HAEMOSTASIS
IF3.4
err2025-01-01
err0
errOAAI
errSinkovec, Hana; Kyrle, Paul A.; Eischer, Lisbeth; Gressenberger, Paul; Gary, Thomas; Brodmann, Marianne; Heinze, Georg; Eichinger, Sabine
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The performance of prognostic models depended on the choice of missing value imputation algorithm: a simulation study预后模型的性能取决于缺失值插补算法的选择: 模拟研究
errJOURNAL OF CLINICAL EPIDEMIOLOGY
IF5.2
err2024-12-01
err0
errOAAI
errDeforth, Manja; Heinze, Georg; Held, Ulrike
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Cross-Sectoral Comparisons of Process Quality Indicators of Health Care Across Residential Regions Using Restricted Mean Survival Time使用受限制的平均生存时间对跨居民区的医疗保健过程质量指标进行跨部门比较
errMEDICAL CARE
IF2.8
err2024-10-11
err0
errOAAI
errSinkovec, Hana; Gall, Walter; Heinze, Georg
err分享
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Adherence to Secondary Prevention Measures after Acute Myocardial Infarction and Its Impact on Patient Outcome-A Nationwide Perspective
errJOURNAL OF CLINICAL MEDICINE
IF2.9
err2024-08-22
err2
errOAAI
errHammer, Andreas; Sinkovec, Hana; Todorovic, Marko; Katsch, Florian; Gall, Walter; Duftschmid, Georg; Heinze, Georg; Niessner, Alexander; Sulzgruber, Patrick
err分享
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Regression without regrets -initial data analysis is a prerequisite for multivariable regression
errBMC MEDICAL RESEARCH METHODOLOGY
IF3.4
err2024-08-08
err3
errOAAI
errHeinze, Georg; Baillie, Mark; Lusa, Lara; Sauerbrei, Willi; Schmidt, Carsten Oliver; Harrell, Frank E.; Huebner, Marianne
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Functional limitations 3 and 12 months after venous thromboembolism: a cohort study
errRESEARCH AND PRACTICE IN THROMBOSIS AND HAEMOSTASIS
IF3.4
err2024-05-01
err2
errOAAI
errSteiner, Daniel; Nopp, Stephan; Heinze, Georg; Kraemmer, Daniel; Schlager, Oliver; Barco, Stefano; Klok, Frederikus A.; Pabinger, Ingrid; Weber, Benedikt; Ay, Cihan
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TRIPOD plus AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methodsTRIPOD plus AI声明: 报告使用回归或机器学习方法的临床预测模型的更新指南
errBMJ-BRITISH MEDICAL JOURNAL
IF42.7
err2024-04-16
err103
errOAAI
errCollins, Gary S.; Moons, Karel G. M.; Dhiman, Paula; Riley, Richard; Beam, Andrew L.; Van Calster, Ben; Ghassemi, Marzyeh; Liu, Xiaoxuan; Reitsma, Johannes B.; van Smeden, Maarten; Boulesteix, Anne-Laure; Camaradou, Jennifer Catherine; Celi, Leo Anthony; Denaxas, Spiros; Denniston, Alastair K.; Glocker, Ben; Golub, Robert M.; Harvey, Hugh; Heinze, Georg; Hoffman, Michael M.; Kengne, Andre Pascal; Lam, Emily; Lee, Naomi; Loder, Elizabeth W.; Maier-Hein, Lena; Mateen, Bilal A.; McCradden, Melissa; Oakden-Rayner, Lauren; Ordish, Johan; Parnell, Richard; Rose, Sherri; Singh, Karandeep; Wynants, Laure; Logullo, Patricia
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Predicting pediatric kidney disease progression-are 3 variables all you need?预测小儿肾脏疾病进展-您需要3个变量吗？
errKIDNEY INTERNATIONAL
IF12.6
err2023-11-01
err1
PREAI
errCrane, Clarkson R.; Garimella, Pranav S.; Heinze, Georg
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The Vienna Prediction Model for identifying patients at low risk of recurrent venous thromboembolism: a prospective cohort study识别静脉血栓栓塞复发低风险患者的维也纳预测模型: 一项前瞻性队列研究
errEUROPEAN HEART JOURNAL
IF35.6
err2023-09-28
err10
errOAAI
errKyrle, Paul A.; Eischer, Lisbeth; Sinkovec, Hana; Gressenberger, Paul; Gary, Thomas; Brodmann, Marianne; Heinze, Georg; Eichinger, Sabine
err分享
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Fractional Polynomial Models as Special Cases of Bayesian Generalized Nonlinear Models分数多项式模型作为贝叶斯广义非线性模型的特例
errFRACTAL AND FRACTIONAL
IF3.3
err2023-08-22
err1
errOAAI
errHubin, Aliaksandr; Heinze, Georg; De Bin, Riccardo
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Amyloid-like p53 as prognostic biomarker in serous ovarian cancer-a study of the OVCAD consortium
errONCOGENE
IF7.3
err2023-07-04
err2
PREAI
errHeinzl, Nicole; Maritschnegg, Elisabeth; Koziel, Katarzyna; Schilhart-Wallisch, Christine; Heinze, Georg; Yang, Wei-Lei; Bast, Robert C.; Sehouli, Jalid; Braicu, Elena I.; Vergote, Ignace; Van Gorp, Toon; Mahner, Sven; Paspalj, Valentina; Grimm, Christoph; Obermayr, Eva; Schuster, Eva; Holzer, Barbara; Rousseau, Frederic; Schymkowitz, Joost; Concin, Nicole; Zeillinger, Robert
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Response to the commentary Modeling pulse wave velocity trajectories-challenges, opportunities, and pitfalls Reply
errKIDNEY INTERNATIONAL
IF12.6
err2022-10-01
err0
errOAAI
errHeinze, Georg
err分享
err收藏
Evaluating methods for Lasso selective inference in biomedical research: a comparative simulation study
errBMC MEDICAL RESEARCH METHODOLOGY
IF3.4
err2022-07-26
err6
errOAAI
errKammer, Michael; Dunkler, Daniela; Michiels, Stefan; Heinze, Georg
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Does the relative importance of the OxCAP-MH's capability items differ according to mental ill-health experience?
errHEALTH AND QUALITY OF LIFE OUTCOMES
IF3.4
err2022-06-24
err3
errOAAI
errHelter, Timea Mariann; Kaltenboeck, Alexander; Baumgartner, Josef; Mayrhofer, Franz; Heinze, Georg; Soennichsen, Andreas; Wancata, Johannes; Simon, Judit
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An investigation of penalization and data augmentation to improve convergence of generalized estimating equations for clustered binary outcomes
errBMC MEDICAL RESEARCH METHODOLOGY
IF3.4
err2022-06-09
err3
errOAAI
errGeroldinger, Angelika; Blagus, Rok; Ogden, Helen; Heinze, Georg
err分享
err收藏

研究方向

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