Alexander Leichtle

Biochemistry, Genetics and Molecular Biology · Life Sciences

39h-index5.1kcitations180works0.82yr avg
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Research Topics

Metabolomics and Mass Spectrometry Studies(16), Clinical Laboratory Practices and Quality Control(14), Renal Transplantation Outcomes and Treatments(12), Electrolyte and hormonal disorders(12), Advanced Proteomics Techniques and Applications(10)

Publications175 total

Machine learning-based short-term forecasting of COVID-19 hospital admissions using routine hospital patient data.
Open Access CRIS of the University of Bern·2026Open Access
Machine learning-based short-term forecasting of COVID-19 hospital admissions using routine hospital patient data
Epidemics·2025Open Access
Enhancing post-kidney transplant prognostication: an interpretable machine learning approach for longitudinal outcome prediction
npj Digital Medicine·2025· 1 citedOpen Access
Comparing variable and feature selection strategies for prediction - protocol of a simulation study in low-dimensional transplantation data
Open Access CRIS of the University of Bern·2025Open Access
Comparing variable and feature selection strategies for prediction - protocol of a simulation study in low-dimensional transplantation data
PLoS ONE·2025Open Access
Differential Distributions: A refined methodology to indirect reference interval estimation by including Patient's health status according to associated ICD-10 codes
Practical Laboratory Medicine·2025Open Access
Predicting treatment outcome in congenital adrenal hyperplasia using urine steroidomics and machine learning
European Journal of Endocrinology·2025· 1 citedOpen Access
Machine learning-based short-term forecasting of COVID-19 hospital admissions using routine hospital patient data
2025· 1 citedOpen Access
Predominance of Calcium Pyrophosphate Crystals in Synovial Fluid Samples of Patients at a Large Tertiary Center
Diagnostics·2025Open Access
Surgical Site Infections, Risk Factors, and Outcomes After Liver Transplant
JAMA Network Open·2025· 6 citedOpen Access
Enhancing Post-Kidney Transplant Prognostication: An Interpretable Machine Learning Approach for Longitudinal Outcome Prediction
SSRN Electronic Journal·2025Open Access
Reintegration Into the Workforce After Kidney Transplantation Based on Urbanization Status in Switzerland
Kidney International Reports·2024Open Access
Real-world occurrence, therapy, and outcome of patients with class 2 or 3 BRAF compared with class 1 BRAF-mutated cancers
ESMO Real World Data and Digital Oncology·2024· 1 citedOpen Access
Direct, age- and gender-specific reference intervals: applying a modified M-estimator of the Yeo-Johnson transformation to clinical real-world data
Journal of Laboratory Medicine·2024· 1 citedOpen Access
Data Mining Reference Intervals by ICD-10 Stratified Differential Distributions
Clinical Chemistry·2024Open Access
Do Infectious Diseases After Kidney Retransplantation Differ From Those After First Kidney Transplantation?
Open Forum Infectious Diseases·2024· 1 citedOpen Access
Correction: The BioRef Infrastructure, a Framework for Real-Time, Federated, Privacy-Preserving, and Personalized Reference Intervals: Design, Development, and Application
Journal of Medical Internet Research·2023Open Access
Surgical site infections after kidney transplantation are independently associated with graft loss
American Journal of Transplantation·2023· 15 citedOpen Access
Correction: The BioRef Infrastructure, a Framework for Real-Time, Federated, Privacy-Preserving, and Personalized Reference Intervals: Design, Development, and Application (Preprint)
2023Open Access
Signs of Alveolar Collapse in Idiopathic Pulmonary Fibrosis, Hypersensitivity Pneumonitis and Systemic Sclerosis Revealed by Inspiration and Expiration Computed Tomography
BioMed·2023· 2 citedOpen Access
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Frequent Co-authors

Martin Fiedler(34), Aristomenis K. Exadaktylos(16), Gregor Lindner(16), Joachim Thiery(14), Uta Ceglarek(11), Christoph Schwarz(8), Spyridon Arampatzis(6), Georg‐Christian Funk(6), Christos T. Nakas(6), Carmen A. Pfortmueller(6), Sven Baumann(5), Oriol Manuel(5), Julia Kase(4), Heinz Zimmermann(4), Hans H. Hirsch(4), Nicolas J. Mueller(4), Tim Conrad(3), Helmut Witzigmann(3), Grischa Marti(3), Dominik G. Haider(3)