RS
Roman Schefzik
stat.MEsepsisSepsisDepressionintensive care medicinepolytraumasystemic inflammatory response syndromeAnxietyBeck Depression InventoryBiomarker identification
On Valency
published · living versionsW_9y8gwqhw·v1 · currentpublished
W_jtuersd9·v1published
Preprints & journals
16 papers in the corpus · 2013–2026Characterization of depressive symptoms in individuals with spinal cord injury through the Beck Depression Inventory, and their role in recovery.42624880 · Schefzik, Roman, Heutehaus, Laura, Schuld, Christian et al.2026 · 0 citationsScientific reports. 2026;16(1)
A multi-task learning approach combining regression and classification tasks for joint feature selection.41998014 · Cao, Han, Rajan, Sivanesan, Hahn, Bianka et al.2026 · 0 citationsScientific reports. 2026;16(1)
Neural and psychosocial signatures of the comorbidity between pain and affective symptoms.41404365 · Scarlatti, Francesco, Dormegny-Jeanjean, Ludovic, Schefzik, Roman et al.2025 · 0 citationsPain reports. 2026;11(1):e1353
Integrating differential privacy into federated multi-task learning algorithms in dsMTL.41394076 · Schefzik, Roman, Cao, Han, Rajan, Sivanesan et al.2025 · 0 citationsBioinformatics advances. 2025;5(1):vbaf298
Chronic pain is linked to a resting-state neural archetype that optimizes learning from punishments.40791559 · Scarlatti, Francesco, Dormegny-Jeanjean, Ludovic, Schefzik, Roman et al.2025 · 0 citationsbioRxiv : the preprint server for biology. 2025
Pneumonia in the first week after polytrauma is associated with reduced blood levels of soluble herpes virus entry mediator.38187375 · Schaefer, Noah, Lindner, Holger A, Hahn, Bianka et al.2024 · 3 citationsFrontiers in immunology. 2023;14:1259423
Dissecting contributions of individual systemic inflammatory response syndrome criteria from a prospective algorithm to the prediction and diagnosis of sepsis in a polytrauma cohort.37583420 · Schefzik, Roman, Hahn, Bianka, Schneider-Lindner, Verena2023 · 10 citationsFrontiers in medicine. 2023;10:1227031
Key Signature Genes of Early Terminal Granulocytic Differentiation Distinguish Sepsis From Systemic Inflammatory Response Syndrome on Intensive Care Unit Admission.35844509 · Velásquez, Sonia Y, Coulibaly, Anna, Sticht, Carsten et al.2022 · 6 citationsFrontiers in immunology. 2022;13:864835
Differential Network Testing Reveals Diverging Dynamics of Organ System Interactions for Survivors and Non-survivors in Intensive Care Medicine.35082693 · Schefzik, Roman, Boland, Leonie, Hahn, Bianka et al.2024 · 7 citationsFrontiers in physiology. 2021;12:801622
Fast identification of differential distributions in single-cell RNA-sequencing data with waddR.33792651 · Schefzik, Roman, Flesch, Julian, Goncalves, Angela2023 · 34 citationsBioinformatics (Oxford, England). 2021;37(19):3204-3211
Onset of differentiation is post-transcriptionally controlled in adult neural stem cells.30700908 · Baser, Avni, Skabkin, Maxim, Kleber, Susanne et al.2019 · 162 citationsNature. 2019;566(7742):100-104
IGF1R upregulation confers resistance to isoform-specific inhibitors of PI3K in PIK3CA-driven ovarian cancer.30237504 · Zorea, Jonatan, Prasad, Manu, Cohen, Limor et al.2019 · 50 citationsCell death & disease. 2018;9(10):944
Multivariate discrete copulas, with applications in probabilistic weather forecasting1512.05629v1 · Roman Schefzik2015 · 11 citationsANNALES DE L'I.S.U.P. - Publications de l'Institut de Statistique de l'Universit\'{e} de Paris, vol. 59, fasc. 1-2, pp. 87-116, 2015
A similarity-based implementation of the Schaake shuffle1507.02079v1 · Roman Schefzik2015 · 51 citationsarXivon Valency
Ensemble Copula Coupling as a Multivariate Discrete Copula Approach1305.3445v2 · Roman Schefzik2013 · 2 citationsarXiv
Uncertainty Quantification in Complex Simulation Models Using Ensemble Copula Coupling1302.7149v2 · Roman Schefzik, Thordis L. Thorarinsdottir, Tilmann Gneiting2013 · 273 citationsStatistical Science 2013, Vol. 28, No. 4, 616-640on Valency
Career total: 30 works. 16 are in this corpus.
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