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Ihre Privatklinik für radiologische Diagnostik und Therapie Mehrere Standorte in Deutschland Spezialisiertes Ärzteteam

Lucas Engelage

Doktorand im Klinikum der Ludwig-Maximilians-Universität München und dem LIFE-Zentrum

Entwicklung

Forschung

  • Automatic detection of prostate cancer grades and chronic prostatitis in biparametric MRI (https://doi.org/10.1016/j.cmpb.2023.107624)
  • Automatic Patient-level Diagnosis of Prostate Disease with Fused 3D MRI and Tabular Clinical Data (https://www.researchgate.net/publication/372140423_Automatic_Patient-level_Diagnosis_of_Prostate_Disease_with_Fused_3D_MRI_and_Tabular_Clinical_Data)
  • Augmenting Prostate MRI Dataset with Synthetic Volumetric Images from Zone-Conditioned Diffusion Generative Model (https://link.springer.com/chapter/10.1007/978-3-031-72744-3_16)
  • Transurethral Ultrasound Ablation (TULSA) for Treatment of Localized Prostate Cancer and Benign Prostatic Hyperplasia (BPH) – Journal of Endourology (DOI: 10.1089/end.2024.0301)
  • Multimodal data fusion with irregular PSA kinetics for automated prostate cancer grading (https://doi.org/10.1016/j.compmedimag.2025.102625)
  • Comparison of PSA Values from capillary dried blood spot analysis and venous serum samples (https://doi.org/10.1371/journal.pone.0335448)
  • Transition Zone PSA Density Does Not Improve Detection of Clinically Significant Prostate Cancer Over Whole-Gland PSAD: A Volume-Stratified Analysis in 3,958 Patients (DOI: 10.1159/000552900)
  • PSA density for clinically significant prostate cancer detection: a retrospective cohort study on the influence of age and prostate volume (DOI: https://doi.org/10.1007/s00345-026-06613-9)
  • Low-PSA High-Grade Prostate Cancer: A Diagnostic Challenge Below the PSA Threshold

SPIE 2025, San Francisco/USA

  • Deep learning-based detection of prostate cancer grades and chronic prostatitis in biparametric MRI (Podium Präsentation, DOI: https://doi.org/10.1117/12.3042058)
  • Artificial intelligence in urology: combining imaging and clinical data for improved prostate diagnostics (Podium Präsentation, DOI: https://doi.org/10.1117/12.3042008)
  • MRI-guided transurethral ultrasound ablation (TULSA) for localized prostate cancer: a single-center evaluation of 300 patients (Podium Präsentation, DOI: https://doi.org/10.1117/12.3041950)

EAU 2024, Paris/Frankreich

ECR 2024, Wien/Österreich

  • Enhancing Prostate Cancer Grading by including Chronic Prostatitis Target for Deep Learning Inference on MRI (DOI: https://dx.doi.org/10.26044/ecr2024/C-19039)
  • A single-centre retrospective study of 300 men with localised primary prostate cancer treated using MRI-guided transurethral ultrasound ablation (TULSA) (Podium Präsentation)

AUA 2024, San Antonio/USA

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