Author

Philipp Garthe

Observed names: Garthe, Philipp Darius, Philipp Darius Garthe

Observed institution: University Hospital Münster

OpenAlex ID: A5104431205

Real world federated learning with a knowledge distilled transformer for cardiac CT imaging

2025 · Malte Tölle, Philipp Garthe, et al. · npj Digital Medicine · 34

Accuracy of Deep Learning Echocardiographic View Classification in Patients with Congenital or Structural Heart Disease: Importance of Specific Datasets

2022 · Felix Wegner, Maria Benesch Vidal, et al. · Journal of Clinical Medicine · 20

Multi-modal dataset creation for federated learning with DICOM-structured reports

2025 · Malte Tölle, Lukas Burger, et al. · International Journal of Computer Assisted Radiology and Surgery · 7

Non-cardiac surgeries in adults with congenital heart disease -influence of complexity of disease and estimated risk of surgery on adverse events

2025 · Alicia Jeanette Friedrich, Robert Radke, et al. · European Journal of Internal Medicine · 2

Correction: Multi-modal dataset creation for federated learning with DICOM-structured reports

2025 · Malte Tölle, Lukas Burger, et al. · International Journal of Computer Assisted Radiology and Surgery · 1

Correction: Multi-modal dataset creation for federated learning with DICOM-structured reports (International Journal of Computer Assisted Radiology and Surgery, (2025), 20, 3, (485-495), 10.1007/s11548-025-03327-y)

2026 · Tölle, Malte, Burger, Lukas, et al. · Fraunhofer-Publica (Fraunhofer-Gesellschaft)

Abstract 4373117: Quantum Computing based Echocardiographic Diagnosis and Analysis in Congenital Heart Disease: Feasibility and Superiority to conventional Deep Learning Approaches

2025 · Gerhard-Paul Diller, Stefan Orwat, et al. · Circulation

Works count: 7

Citation count: 64

H-index: 3

I10-index: 2