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Publications by A. Ruhdorfer

Clinical Validation of Fully Automated Segmentation of Thigh Muscle and Adipose Tissue Cross Sectional Areas Using Maching Learning With a Convolutional Neural Network

Osteoarthritis and Cartilage
Sports MedicineRheumatologyOrthopedicsBiomedical Engineering
2019English

Sex-Differences of the Healthy Infra-Patellar (Hoffa) Fat Pad in Relation to Intermuscular and Subcutaneous Fat Content – Data From the Osteoarthritis Initiative

Annals of Anatomy
AnatomyMedicineDevelopmental Biology
2015English

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Clinical Evaluation of Fully Automated Thigh Muscle and Adipose Tissue Segmentation Using a U-Net Deep Learning Architecture in Context of Osteoarthritic Knee Pain

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2019English

Fully-Automated Segmentation of Nasopharyngeal Carcinoma on Dual-Sequence MRI Using Convolutional Neural Networks

Frontiers in Oncology
Cancer ResearchOncology
2020English

A Fully Automated System Using a Convolutional Neural Network to Predict Renal Allograft Rejection: Extra-Validation With Giga-Pixel Immunostained Slides

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2019English

Mp20-10 Deep Learning With a Convolutional Neural Network Algorithm for Fully Automated Detection of Prostate Cancer Using Pre-Biopsy Mri

Journal of Urology
Urology
2018English

Linear-Regression Convolutional Neural Network for Fully Automated Coronary Lumen Segmentation in Intravascular Optical Coherence Tomography

Journal of Biomedical Optics
ElectronicOpticsMolecular Physics,OpticalBiomaterialsAtomicMagnetic MaterialsBiomedical Engineering
2017English

Segmentation of Lung Ct Images Using Cascaded Fully Convolutional Neural Networks

International Journal of Recent Technology and Engineering
EngineeringManagement of TechnologyInnovation
2019English

Automated Identification of Myxobacterial Genera Using Convolutional Neural Network

Scientific Reports
Multidisciplinary
2019English

Esophagus Segmentation in CT via 3D Fully Convolutional Neural Network and Random Walk

Medical Physics
MedicineNuclear MedicineRadiologyImagingBiophysics
2017English

1099 Fully Automated Segmentation of the Left and Right Ventricles: Validation With a Large Clinical Trial

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2008English

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