2024
Applying Machine Learning to Blood Count Data Predicts Sepsis with ICU Admission
Daniel Steinbach, Paul Ahrens, Maria Schmidt, Martin Federbusch, Lara Heuft, Christoph Lübbert, Matthias Nauck, Matthias Gründling, Berend Isermann, Sebastian Gibb, Thorsten Kaiser (2024): Applying Machine Learning to Blood Count Data Predicts Sepsis with ICU Admission. In Clinical Chemistry 70 (3), 2024.
https://doi.org/10.1093/clinchem/hvae001
2023
Evidence-based cutoffs for total and adjusted calcium: a major factor in detecting severe hypo- and hypercalcemia
Maria Schmidt, Daniel Steinbach, Martin Federbusch, Anke Tönjes, Berend Isermann, Thorsten Kaiser, Felix Eckelt (2023): Evidence-based cutoffs for total and adjusted calcium: a major factor in detecting severe hypo- and hypercalcemia. In Clinical Chemistry and Laboratory Medicine, 2023. https://doi.org/10.1515/cclm-2023-0805
A Machine Learning-Derived, Blood Count Based Algorithm Improves Prediction of Sepsis
Daniel Steinbach, Paul Ahrens, Maria Schmidt, Martin Federbusch, Lara Heuft, Christoph Lübbert, Matthias Nauck, Matthias Gründling, Berend Isermann, Sebastian Gibb, Thorsten Kaiser (2023): A machine learning-derived, blood count based algorithm improves prediction of sepsis. In: Journal of Laboratory Medicine, vol. 47, no. 5, 2023. https://doi.org/10.1515/labmed-2023-0101 | Sepsis Poster DKLM 2023.pdf
Laboratory Diagnostic of Acute Kidney Injury and its Progression: Risk of Underdiagnosis in Female and Elderly Patients
Maria Schmidt, Thea Kister,
Lara Heuft, Martin Federbusch, Michael Haase,Thorsten Kaiser (2023): Laboratory diagnostic of acute kidney injury and its progression: Risk of underdiagnosis in female and elderly patients. In: Journal of Laboratory Medicine, vol. 47, no. 5, 2023. https://doi.org/10.1515/labmed-2023-0101| AKI Poster DKLM 2023.pdf
Development, Design and Utilization of a CDSS for Refeeding Syndrome in Real Life Inpatient Care
Lara Heuft, Jenny Voigt, Lars Selig, Maria Schmidt, Felix Eckelt, Daniel Steinbach, Martin Federbusch, Michael Stumvoll, Haiko Schlögl, Berend Isermann, Thorsten Kaiser (2023): Development, Design and Utilization of a CDSS for Refeeding Syndrome in Real Life Inpatient Care—A Feasibility Study. In Nutrients 15, no. 17: 3712.
https://doi.org/10.3390/nu15173712
Higher Troponin T Serum Concentrations in Hospital Patients without Diagnosed Cardiac Diseases Compared to a Population-Based Cohort
Romy Gessner, Christiane Gärtner, Maria Schmidt, Felix Eckelt, Kerstin Wirkner, Markus Löffler, Tobias Uhe, Berend Isermann, Ulrich Laufs, Thorsten Kaiser and Rolf Wachter (2023): Higher troponin T serum concentrations in hospital patients without diagnosed cardiac diseases compared to a population-based cohort. In
Clinical Chemistry and Laboratory Medicine, 2023.
https://doi.org/10.1515/cclm-2023-0040
Revising the MELD Score to Address Sex-Bias in Liver Transplant Prioritization for a German Cohort
Walter Costa Maria Beatriz, Christiane Gärtner, Maria Schmidt, Thomas Berg, Daniel Seehofer, Thorsten Kaiser (2023): Revising the MELD Score to Address Sex-Bias in Liver Transplant Prioritization for a German Cohort. In
Journal of Personalized Medicine 13, no. 6: 963.
https://doi.org/10.3390/jpm13060963
A New Machine-Learning-Based Prediction of Survival in Patients with End-Stage Liver Disease
Sebastian Gibb; Thomas Berg; Adam Herber; Berend Isermann; Thorsten Kaiser (2023): A new machine-learning-based prediction of survival in patients with end-stage liver disease. In
Journal of Laboratory Medicine, vol. 47, no. 1, pp. 13-21.
https://doi.org/10.1515/labmed-2022-0162
Refeeding Syndrome - Diagnostic Challenges and the Potential of Clinical Decision Support Systems
Lara Heuft; Jenny Voigt; Lars Selig; Michael Stumvoll; Haiko Schlögl; Thorsten Kaiser (2023): Refeeding syndrome - diagnostic challenges and the potential of clinical decision support systems. In:
Deutsches Ärzteblatt International 120 (7), pp. 107–114.
http://doi.org/10.3238/arztebl.m2022.0381
Challenge in Hyponatremic Patients - The Potential of a Laboratory-Based Decision Support System for Hyponatremia to Improve Patient's Safety
Tom Sicker; Martin Federbusch; Berend Isermann; Wiebke Fenske; Charlotte Fries; Maria Schmidt; Thorsten Kaiser (2023): Challenge in hyponatremic patients - The potential of a laboratory-based decision support system for hyponatremia to improve patient's safety. In:
Clinical chemistry and laboratory medicine 61 (6).
https://doi.org/10.1515/cclm-2022-0883
Laboratory Diagnostic of Acute Kidney Injury and Its Progression: Risk of Underdiagnosis in Female and Elderly Patients
Thea Kister; Maria Schmidt; Lara Heuft; Martin Federbusch; Michael Haase; Thorsten Kaiser (2023): Laboratory Diagnostic of Acute Kidney Injury and Its Progression: Risk of Underdiagnosis in Female and Elderly Patients. In:
Journal of Clinical Medicine 12, no. 3: 1092.
https://doi.org/10.3390/jcm12031092
2022
Welche Auswirkungen haben die neu empfohlenen Hämoglobin-Transfusionstrigger auf die klinische Versorgung?
David Kotzerke; Maria Walter Costa; Jenny Voigt; Alisa Kleinhempel; Maria Schmidt; Tim Söhnlein; Thorsten Kaiser; Reinhard Henschler (2022): Novelle QLL 2020 – welche Auswirkungen haben die neu empfohlenen Hämoglobin-Transfusionstrigger auf die klinische Versorgung? In:
Transfusionsmedizin 12 (01), S. 26–36.
https://doi.org/10.1055/a-1669-3918.
Diagnosehilfe für akutes Nierenversagen: Laborbasierter Alarm erhöht die Patientensicherheit
Thea Kister; Maria Schmidt; Jenny Voigt; Heike Richter; Michael Haase; Thorsten Kaiser (2022): Diagnosehilfe für akutes Nierenversagen: Laborbasierter Alarm erhöht die Patientensicherheit. In:
Deutsches Ärzteblatt 119 (13), S. 567–568.
https://www.aerzteblatt.de/archiv/224461/Diagnosehilfe-fuer-akutes-Nierenversagen-Laborbasierter-Alarm-erhoeht-die-Patientensicherheit.
2021
Revisited Upper Reference Limits for Highly Sensitive Cardiac Troponin T in Relation to Age, Sex, and Renal Function
Christiane Gärtner; Romy Langhammer; Maria Schmidt; Martin Federbusch; Kerstin Wirkner; Markus Löffler; Berend Isermann; Ulrich Laufs; Rolf Wachter; Thorsten Kaiser (2021): Revisited Upper Reference Limits for Highly Sensitive Cardiac Troponin T in Relation to Age, Sex, and Renal Function. In:
Journal of clinical medicine 10 (23).
https://doi.org/10.3390/jcm10235508.
Acute Kidney Injury and its Progression in Hospitalized Patients-Results from a Retrospective Multicentre Cohort Study with a Digital Decision Support System
Thea Sophie Kister; Johannes Remmler; Maria Schmidt; Martin Federbusch; Felix Eckelt; Berend Isermann; Heike Richter; Markus Wehner; Uwe Krause; Jan Halbritter; Carina Cundius; Markus Voigt; Alexander Kehrer; Jörg Michael Telle; Thorsten Kaiser (2021): Acute kidney injury and its progression in hospitalized patients-Results from a retrospective multicentre cohort study with a digital decision support system. In:
PloS one 16 (7).
https://doi.org/10.1371/journal.pone.0254608.
The Clinical Decision Support System AMPEL for Laboratory Diagnostics: Implementation and Technical Evaluation
Maria Beatriz Walter Costa; Mark Wernsdorfer; Alexander Kehrer; Markus Voigt; Carina Cundius; Martin Federbusch; Felix Eckelt; Johannes Remmler; Maria Schmidt; Sarah Pehnke; Christiane Gärtner; Markus Wehner; Berend Isermann; Heike Richter; Jörg Telle; Thorsten Kaiser (2021): The Clinical Decision Support System AMPEL for Laboratory Diagnostics: Implementation and Technical Evaluation. In:
JMIR Medical Informatics 9 (6).
https://doi.org/10.2196/20407.
Assessing the Technology and Market Readiness Level of a Software System - an Analysis Based on AMPEL
Georg Schleicher (2021): Assessing the technology and market readiness level of a software system - an analysis based on AMPEL.
https://doi.org/10.5281/ZENODO.5763776.
2020
Verbesserte Patientensicherheit durch „Clinical Decision Support Systems" in der Labormedizin
Felix Eckelt; Johannes Remmler; Thea Sophie Kister; Mark Wernsdorfer; Heike Richter; Martin Federbusch; Michael Adler; Alexander Kehrer; Markus Voigt; Carina Cundius; Jörg Telle; Joachim Thiery; Thorsten Kaiser (2020): Verbesserte Patientensicherheit durch „clinical decision support systems" in der Labormedizin. In:
Der Internist 61 (5), S. 452–459.
https://doi.org/10.1007/s00108-020-00775-3
2019
Development of a Laboratory Based Clinical Decision Support System (AMPEL) for the Management of Severe Hyponatremia
Tom Sicker, Martin Federbusch, Felix Eckelt, Carina Cundius, Markus Voigt, Alexander Kehrer, Jörg Telle, Thorsten Kaiser (2019): Development of a Laboratory Based Clinical Decision Support System (AMPEL) for the Management of Severe Hyponatremia. In:
Journal of Laboratory Medicine, vol. 43, no. 4, 2019, pp. eA1-eA116.
https://doi.org/10.1515/labmed-2019-0135
Introduction of a Laboratory Based Decision Support System to Increase Patient Safety (AMPEL)
Felix Eckelt, Martin Federbusch, Johannes Remmler, Carina Cundius, Markus Voigt, Alexander Kehrer, Jörg Telle, Thorsten Kaiser (2019): Introduction of a Laboratory Based Decision Support System to Increase Patient Safety (AMPEL). In:
Journal of Laboratory Medicine, vol. 43, no. 4, 2019, pp. eA1-eA116.
https://doi.org/10.1515/labmed-2019-0135
A Digital Approach to Improve the Management of Patients with Inflammatory Immune Response (AMPEL)
Sebastian Wegener; Felix Eckelt; Martin Federbusch; Carina Cundius; Markus Voigt; Alexander Kehrer; Jörg Telle; Thorsten Kaiser (2019): A Digital Approach to Improve the Management of Patients with Inflammatory Immune Response (AMPEL). In: Journal of Laboratory Medicine, vol. 43.
https://doi.org/10.1515/labmed-2019-0135
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