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List of works by Matthias Schmid

A New Sonographic Weight Estimation Formula for Fetuses with Congenital Diaphragmatic Hernia

scientific article published on 13 June 2014

A New Sonographic Weight Estimation Formula for Small-for-Gestational-Age Fetuses.

scientific article published on 27 June 2016

A PAUC-based estimation technique for disease classification and biomarker selection.

scientific article published in October 2012

A comparison of estimators to evaluate the discriminatory power of time-to-event models.

scientific article published on 25 July 2012

A framework for parameter estimation and model selection in kernel deep stacking networks

scientific article published on 30 May 2016

A new formula for optimized weight estimation in extreme fetal macrosomia (≥ 4500 g).

scientific article

A permutation test to analyse systematic bias and random measurement errors of medical devices via boosting location and scale models.

scientific article published on 24 April 2015

A review of spline function procedures in R

article

A robust alternative to the schemper-henderson estimator of prediction error.

scientific article published on 9 July 2010

A survival tree method for the analysis of discrete event times in clinical and epidemiological studies

scientific article published on 10 September 2015

Accuracy of sonographic fetal weight estimation: influence of the scan-to-delivery interval in combination with the applied weight estimation formula

scientific article published on 7 January 2016

Addendum to: Approaches to Regularized Regression - A Comparison between Gradient Boosting and the Lasso

scientific article published on 11 January 2019

Adverse effects of ketoconazole in dogs--a retrospective study.

scientific article published in August 2008

Approaches to Regularized Regression - A Comparison between Gradient Boosting and the Lasso.

scientific article

Artificial intelligence for morphology-based function prediction in neovascular age-related macular degeneration

scientific article published on 31 July 2019

Assessment of Exudative Activity of Choroidal Neovascularization in Age-Related Macular Degeneration by OCT Angiography

scientific article published on 30 October 2019

Assessment of facial soft-tissue profiles based on lateral photographs versus three-dimensional face scans

scientific article

Association Between Dietary Patterns and Kidney Function in Patients With Chronic Kidney Disease: A Cross-Sectional Analysis of the German Chronic Kidney Disease Study

scientific article published on 21 November 2019

Author Correction: Study of 300,486 individuals identifies 148 independent genetic loci influencing general cognitive function ⬇️

scientific article published on 01 May 2019

Blood pressure control in chronic kidney disease: A cross-sectional analysis from the German Chronic Kidney Disease (GCKD) study

scientific article published in PLoS ONE

Bone conduction after stapes surgery: comparison of CO2 laser and manual perforation.

scientific article

Boosted beta regression

scientific article

Boosting joint models for longitudinal and time-to-event data.

scientific article

Boosting the concordance index for survival data--a unified framework to derive and evaluate biomarker combinations

scientific article

Boosting the discriminatory power of sparse survival models via optimization of the concordance index and stability selection

scientific article published on 22 July 2016

Can Sonographic Fetal Biometry Predict Adverse Perinatal Outcome?

scientific article published on 05 November 2018

Choroidal Flow Signal in Late-Onset Stargardt Disease and Age-Related Macular Degeneration: An OCT-Angiography Study

scientific article published on 01 March 2018

Cobalt release from earrings and piercing jewellery - analytical results of a German survey

scientific article published on 02 April 2014

Combined Fundus Autofluorescence and Near Infrared Reflectance as Prognostic Biomarkers for Visual Acuity in Foveal-Sparing Geographic Atrophy.

scientific article

Common variants in Alzheimer's disease and risk stratification by polygenic risk scores

scientific article published on 7 June 2021

Comparative study of image quality and radiation dose of cone beam and low-dose multislice computed tomography--an in-vitro investigation.

scientific article published on 5 March 2013

Comparing classification methods for diffuse reflectance spectra to improve tissue specific laser surgery

scientific article

Comparison of the Subjective Elbow Value with the DASH, MEPS und Morrey Score after Olecranon Fractures

scientific article published on 18 September 2019

Comparison of two-stage revision arthroplasty and intramedullary arthrodesis in patients with failed infected knee arthroplasty

scientific article published on 27 July 2018

Comprehensive validation of published immunohistochemical prognostic biomarkers of prostate cancer -what has gone wrong? A blueprint for the way forward in biomarker studies

scientific article

Cone beam computed tomography and low-dose multislice computed tomography in orthodontics and dentistry: a comparative evaluation on image quality and radiation exposure.

scientific article published on 28 August 2014

Correlation of short-term variation and Doppler parameters with adverse perinatal outcome in low-risk fetuses at term

scientific article published on 03 December 2018

Correlation of short-term variation and Doppler parameters with adverse perinatal outcome in small-for-gestational age fetuses at term

scientific article published on 17 June 2019

Correlation-adjusted regression survival scores for high-dimensional variable selection

scientific article published on 22 February 2019

Determination of the mesio-distal tooth width via 3D imaging techniques with and without ionizing radiation: CBCT, MSCT, and µCT versus MRI.

scientific article published on 30 June 2016

Developmental trajectories of body mass index from childhood into late adolescence and subsequent late adolescence-young adulthood cardiometabolic risk markers

scientific article published on 19 January 2019

Differential Disease Progression in Atrophic Age-Related Macular Degeneration and Late-Onset Stargardt Disease.

scientific article

Directional Kinetics of Geographic Atrophy Progression in Age-Related Macular Degeneration with Foveal Sparing.

scientific article published on 09 May 2015

Dose reduction of the female breast in chest CT.

scientific article published in May 2014

Drug-induced anaphylactic reactions in children: A retrospective analysis of 159 validated spontaneous reports

scientific article published on 31 January 2019

Eicosapentaenoic Acid Is Associated with Decreased Incidence of Alzheimer's Dementia in the Oldest Old

scientific article published on 30 January 2021

Extending statistical boosting. An overview of recent methodological developments. ⬇️

scientific article

Flexible boosting of accelerated failure time models.

scientific article

Flexible modeling of ratio outcomes in clinical and epidemiological research

scientific article published on 09 December 2019

Frequency split metal artefact reduction in pelvic computed tomography ⬇️

scientific article published on March 22, 2013

Frequent Adverse Drug Reactions, and Medication Groups under Suspicion.

scientific article published in June 2018

Generalized additive models for location, scale and shape for high dimensional data-a flexible approach based on boosting

GenoGAM: genome-wide generalized additive models for ChIP-Seq analysis

scientific article

Glycaemic control and antidiabetic therapy in patients with diabetes mellitus and chronic kidney disease - cross-sectional data from the German Chronic Kidney Disease (GCKD) cohort

scientific article

Health status, Health-Related Quality of Life and Socio-economic Outcome in Childhood Brain Tumor Survivors: a German Cohort Study

scientific article published on 22 February 2019

Implementation of the KDIGO guideline on lipid management requires a substantial increase in statin prescription rates

scientific article published on 2 September 2015

Incidence of Rhegmatogenous Retinal Detachment in Europe - A Systematic Review and Meta-Analysis

scientific article published on 21 June 2019

Inflammation, vitamin D and dendritic cell precursors in chronic kidney disease.

scientific article published on 14 July 2016

Influence of Low Protein Diet-Induced Fetal Growth Restriction on the Neuroplacental Corticosterone Axis in the Rat

scientific article published on 11 March 2019

Influence of factor XIII activity on post-operative transfusion in congenital cardiac surgery-A retrospective analysis

scientific article published on 10 July 2018

Intrapartum sonographic weight estimation.

scientific article

Intrauterine growth restriction promotes vascular remodelling following carotid artery ligation in rats

scientific article published on 01 October 2012

Landmarks of the Frankfort horizontal plane : Reliability in a three-dimensional Cartesian coordinate system

scientific article published on 09 August 2016

Light Sensitivity Within Areas of Geographic Atrophy Secondary to Age-Related Macular Degeneration

scientific article published on 01 September 2019

Lomustine-temozolomide combination therapy versus standard temozolomide therapy in patients with newly diagnosed glioblastoma with methylated MGMT promoter (CeTeG/NOA-09): a randomised, open-label, phase 3 trial

scientific article published on 14 February 2019

Longitudinal Assessment of Examiner Experience and the Accuracy of Sonographic Fetal Weight Estimation at Term.

scientific article published on 3 December 2016

Longitudinal Course of Short-Term Variation and Doppler Parameters in Early Onset Growth Restricted Fetuses

scientific article published on 25 June 2019

Longitudinal analysis of progression in glaucoma using spectral-domain optical coherence tomography.

scientific article

Longitudinal z Score Distribution in Sonographic Fetal Biometry: Influence of Examiner and Experience.

scientific article published on 4 March 2017

MACUSTAR: Development and Clinical Validation of Functional, Structural, and Patient-Reported Endpoints in Intermediate Age-Related Macular Degeneration

scientific article published on 28 August 2018

MRI vs. CT for orthodontic applications: comparison of two MRI protocols and three CT (multislice, cone-beam, industrial) technologies.

scientific article

Measurement of amniotic fluid steroids of midgestation via LC-MS/MS.

scientific article published on 3 June 2015

Modeling Visual Acuity in Geographic Atrophy Secondary to Age-Related Macular Degeneration

scientific article

Modeling biomarker ratios with gamma distributed components

scientific article published in March 2019

New insights into the genetic etiology of Alzheimer's disease and related dementias

scientific article published in April 2022

Oculoauriculovertebral spectrum and maxillary sinus volumes : CT-based comparative evaluation

scientific article published on 08 June 2018

On the potential of models for location and scale for genome-wide DNA methylation data

scientific article

On the validity of time-dependent AUC estimators.

scientific article published on 14 September 2013

PROGNOSTIC VALUE OF SHAPE-DESCRIPTIVE FACTORS FOR THE PROGRESSION OF GEOGRAPHIC ATROPHY SECONDARY TO AGE-RELATED MACULAR DEGENERATION

scientific article published on 01 August 2019

Patterns of medication use and the burden of polypharmacy in patients with chronic kidney disease: the German Chronic Kidney Disease study

scientific article published on 24 May 2019

Polyphenol exposure and risk of type 2 diabetes: dose-response meta-analyses and systematic review of prospective cohort studies

scientific article published on 01 July 2018

Predicting CYP2D6 phenotype from resting brain perfusion images by gradient boosting

scientific article

Predicting birth weight with conditionally linear transformation models.

scientific article

Prevalence and comorbidity of osteoporosis- a cross-sectional analysis on 10,660 adults aged 50 years and older in Germany.

scientific article

Prevalence and incidence of age-related macular degeneration in Europe: a systematic review and meta-analysis

scientific article published on 11 November 2019

Prevalence of Retinal Vein Occlusion in Europe: A Systematic Review and Meta-Analysis

scientific article published on 05 December 2018

Prevalence of multimorbidity in Germany: impact of age and educational level in a cross-sectional study on 19,294 adults.

scientific article published on 18 October 2017

Prevalence of temporomandibular disorders in patients with Hashimoto thyroiditis

scientific article published on 17 May 2018

Prevalence, incidence and future projection of diabetic eye disease in Europe: a systematic review and meta-analysis

scientific article published on 12 September 2019

Prognostic Value of Retinal Layers in Comparison with Other Risk Factors for Conversion of Intermediate Age-related Macular Degeneration

scientific article published on 20 August 2019

Progression of Late-Onset Stargardt Disease.

scientific article published on October 2016

Prospective Associations between Single Foods, Alzheimer's Dementia and Memory Decline in the Elderly

scientific article published on 29 June 2018

Reproducible research in statistics: A review and guidelines for the Biometrical Journal

scientific article published on 29 December 2015

Significance Tests for Boosted Location and Scale Models with Linear Base-Learners

scientific article published on 16 April 2019

Skin Sodium Concentration Correlates with Left Ventricular Hypertrophy in CKD.

scientific article published on 2 February 2017

Sonographic Weight Estimation in Small-for-Gestational-Age Fetuses.

scientific article published on 11 July 2014

Sonographic weight estimation in fetal macrosomia: influence of the time interval between estimation and delivery.

scientific article published on 23 December 2014

Sonographic weight estimation in fetuses with congenital diaphragmatic hernia.

scientific article published on 9 November 2012

Study of 300,486 individuals identifies 148 independent genetic loci influencing general cognitive function ⬇️

scientific article published on 29 May 2018

Subdistribution hazard models for competing risks in discrete time

scientific article published on 09 November 2018

Symmetrically Dividing Cells of the Fission Yeast Schizosaccharomyces Pombe Do Age

scientific article published on 05 July 2006

TRPV4 channels contribute to calcium transients in astrocytes and neurons during peri-infarct depolarizations in a stroke model

scientific article

The German Chronic Kidney Disease (GCKD) study: design and methods

scientific article published on 22 August 2011

The betaboost package-a software tool for modelling bounded outcome variables in potentially high-dimensional epidemiological data

scientific article published on 01 October 2018

The efficacy of a commercial shampoo and whirlpooling in the treatment of canine pruritus - a double-blinded, randomized, placebo-controlled study

scientific article published on 01 December 2007

The evolution of boosting algorithms. From machine learning to statistical modelling ⬇️

scientific article published on 12 August 2014

The importance of knowing when to stop. A sequential stopping rule for component-wise gradient boosting.

scientific article published on 20 February 2012

The residual-based predictiveness curve: A visual tool to assess the performance of prediction models.

scientific article published on 17 December 2015

Thin-slice MDCT of the neck: impact on cancer staging.

scientific article published in March 2008

Three-dimensional CT evaluation of oculoauriculovertebral spectrum patients use of Katsumata's asymmetry index

scientific article

Tree-based modeling of time-varying coefficients in discrete time-to-event models

scientific article published on 11 November 2019

Type 1 Choroidal Neovascularization Is Associated with Reduced Localized Progression of Atrophy in Age-Related Macular Degeneration

scientific article published on 01 October 2019

Ultrasound Fetal Weight Estimation in Diabetic Pregnancies

scientific article published on 22 August 2019

Using Network Methodology to Infer Population Substructure

scientific article published on 22 June 2015

Weight estimation by three-dimensional ultrasound imaging in the small fetus.

scientific article published in August 2008

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