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Raphael Koch

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University of Münster

Germany

Research Interests

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Professors in Germany Professors in Microbiology Microbiology professors in Germany

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Predicting antimicrobial resistance with machine learning algorithms

Open Date: 2024-01-01

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Articles (14)

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2026

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Collaborators (7)

Frieder Schaumburg

University Hospital

GERMANY

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Peter Eickholz

Goethe University Frankfurt

GERMANY

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Linus Angenendt

University Hospital Münster

GERMANY

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Anna Raciborska

Head of the Department

Instytut Matki i Dziecka

POLAND

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Sebastian Bauer

Professor / Chair

Universität Duisburg-Essen

GERMANY

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Viktoria Constanze Brücher

GERMANY

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Doğan Kaner

Senior Researcher

Witten/Herdecke University

GERMANY

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Raphael Koch

Research Interests

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Recent Grants

Articles (14)

Correction for Wiesmann et al., “Prediction of antimicrobial resistance from MALDI-TOF mass spectra using machine learning: a validation study”

Prediction of antimicrobial resistance from MALDI-TOF mass spectra using machine learning: a validation study

Positive impact of standardized perioperative management on spinal cord ischemia rate during endovascular repair of thoracoabdominal aneurysms

Optimization of the Tacrolimus Concentration-to-Dose Ratio Cut-Off Value to Define Metabolism Groups

Retrospective Evaluation of GEC-ESTRO Constraints for Definitive Radiochemotherapy with Brachytherapy and Correlation with Oncologic Outcome in Cervical Cancer: A Monocenter Study

Microvascular Density Analysis of Patients with Inactive Systemic Lupus Erythematosus—A Two-Year Follow-Up Optical Coherence Tomography Angiography Study

Comparison of 6 cycles of isatuximab with lenalidomide, bortezomib and dexamethasone (I-VRd) versus 3 cycles of I-VRd followed by one cycle of high-dose melphalan in newly diagnosed low-risk multiple myeloma. Protocol for a multicenter, prospective, randomized, phase II clinical trial (ELIAS-Trial)

Evaluation of time to reimplantation as a risk factor in two-stage revision with static spacers for periprosthetic knee joint infection

Fetal Thymus Size at 19–22 Weeks of Gestation: A Possible Marker for the Prediction of Low Birth Weight?

A randomized phase 2 trial of nintedanib and low-dose cytarabine in elderly patients with acute myeloid leukemia ineligible for intensive chemotherapy

Long-Term Outcomes of the PRESERFLO MicroShunt Implant in a Heterogeneous Glaucoma Cohort

Zoledronic acid add-on therapy for standard-risk Ewing sarcoma patients in the Ewing 2008R1 trial.

Clinical benefits of systemic amoxicillin/metronidazole may depend on periodontitis stage and grade: An exploratory sub‐analysis of the ABPARO trial

Evaluation of Proenkephalin A 119–159 for liberation from renal replacement therapy: an external, multicenter pilot study in critically ill patients with acute kidney injury

Collaborators (7)

Frieder Schaumburg

Peter Eickholz

Linus Angenendt

Anna Raciborska

Sebastian Bauer

Viktoria Constanze Brücher

Doğan Kaner

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