Projekte
- In-time Virtual Reality Simulation Patient Models: Maschinelle Lernmethoden und immersiv-interaktive Modellierung virtueller Patientenkörper, Prof. Dr. habil. André Mastmeyer (Projektleiter/-in), 2025 bis 2026
Prof. Dr. habil. André Mastmeyer
E-Mail: andre.mastmeyer@jade-hs.de
Tel.: +49 4421 985-2540
Publikationen
- Multi-planar 2D-U-Net Segmentation of 3D-CT Abdominal Organs augmented by Spatial Occurrence Maps
- SC-MFJ: A Simple Haptic Quality Metric for Medical Image Segmentation
- 3D Bounding Box Detection in Volumetric Medical Image Data: A Systematic Literature Review, Journal of Image and Graphics, 2022, S. 17–27
- Adipose and Muscular Tissue Removal For Direct Volume Rendering of the Visceral Region in Abdominal 3D CT Images
- Concept for Automatic Multi-object Organ Detection and Segmentation in Abdominal CT Data, Clinical Endocrinology and Metabolism, 2022, S. 1–4
- Transformation des Frontalunterrichts in der Hochschullehre in Flipped-Classroom-Lehre mit Hilfe von Mikro-Feedback-Schleifen
- 2D vs. 3D U-Net abdominal organ segmentation in CT data using organ bounds
- 3D Bounding Box Detection in Volumetric Medical Image Data: A Systematic Literature Review
- Abdominal Organ Segmentation in 3D CT images using 2D vs. 3D U-Nets, Journal of Health Science and Development, 2021, S. 43–50
- Comparison of 2D vs. 3D U-Net Organ Segmentation in abdominal 3D CT images, Computer science research notes, 2021, S. 41–49
- Automatic multi-object organ detection and segmentation in abdominal CT data
- Automatische Detektion von Zwischenorgan-3D-Barrieren in abdominalen CT-Daten
- Quantitative and Qualitative Evaluation of Transforming to Flipped-Classroom from Instruction Teaching Using Micro Feedback Loops
- Workflow Development to create and analyse QA Parameters from MRI data
- Fully automatic catheter segmentation in MRI with 3D convolutional neural networks: application to MRI-guided gynecologic brachytherapy, Physics in medicine and biology, 2019, S. 165008–165008
- Robust GPU-based virtual reality simulation of radio-frequency ablations for various needle geometries and locations, International journal of computer assisted radiology and surgery, 2019, S. 1825–1835
- Simulation von Radiofrequenzablationen für die Leberpunktion in 4D-VR-Simulationen
- Abstract: Populationsbasierte 4D Bewegungsatlanten für VR Simulationen
- Patientenspezifische Virtual-Reality-Simulationen
- Personalized Virtual Reality Simulations
- Population-based respiratory 4D motion atlas construction and its application for VR simulations of liver punctures
- Semantische und numerische Datenfusionierung für Virtual Reality Simulationen zur Ablationsplanung unter Atembewegung
- A Deep Learning Technique to Improve MR-Guided Prostate Biopsy
- Accurate model-based segmentation of gynecologic brachytherapy catheter collections in MRI-images, Medical image analysis, 2017, S. 173–188
- Evaluation of direct haptic 4d volume rendering of partially segmented data for liver puncture simulation, Scientific reports, 2017, S. 1–15
- Interpatient Respiratory Motion Model Transfer for Virtual Reality Simulations of Liver Punctures, Journal of WSCG, 2017, S. 1–10
- Interpatientenübertragung von Atemmodellen für das Virtual-Reality-Training von Punktionseingriffen
- Needle trajectory segmentation for mri-guided prostate biopsy
- Efficient patient modeling for visuo-haptic VR simulation using a generic patient atlas, Computer Methods and Programs in Biomedicine, 2016, S. 161–175
- Patientenspezifische VR-Simulation von US-gestützten Nadelpunktionen in atmungsbewegten virtuellen Patienten
- Random forest classification of large volume structures for visuo-haptic rendering in CT images
- Real-Time Ultrasound Simulation for Training of US-Guided Needle Insertion in Breathing Virtual Patients
- Direct visuo-haptic 4D volume rendering using respiratory motion models, IEEE Transactions on Haptics, 2015, S. 371–383
- Image-based Modeling of Respiratory Motion of Inner Organs
- Model-based Catheter Segmentation in MRI-Images
- Modellbasierte Simulation der Atembewegung für das Virtual-Reality-Training von Punktionseingriffen
- Real-time resampling of medical images based on deformed tetrahedral structures for needle insertion vr-simulation
- A virtual reality system for PTCD simulation using direct visuo-haptic rendering of partially segmented image data, IEEE Journal of Biomedical and Health Informatics, 2014, S. 355–366
- An Image-based Multiproxy Palpation Algorithm for Patient-Specific VR-Simulation
- Entwicklung und Vergleich von Selektionsstrategien zur atlasbasierten Segmentierung
- Ray-casting based evaluation framework for haptic force feedback during percutaneous transhepatic catheter drainage punctures, International journal of computer assisted radiology and surgery, 2014, S. 421–431
- Segmentierung intrahepatischer Gefäße mit Vesselness-Verfahren
- Ultraschallsimulation für das Training von Gallengangspunktionen
- 4D-Planung von Nadelpfaden für Punktionseingriffe mit der Ray-Casting-Methode
- Image-based soft tissue deformation algorithms for real-time simulation of liver puncture, Current Medical Imaging Reviews, 2013, S. 154–165
- Optimized Image-Based Soft Tissue Deformation Algorithms for Visualization of Haptic Needle Insertion
- Patch-based label fusion using local confidence-measures and weak segmentations.
- Ray-casting-based evaluation framework for needle insertion force feedback algorithms
- Anisotropic diffusion for direct haptic volume rendering in lumbar puncture simulation
- Direct Haptic Volume Rendering in Lumbar Puncture Simulation
- GPU-based visualization of deformable volumetric soft-tissue for real-time simulation of haptic needle insertion
- Optimierung von Schädelöffnungen mittels genetischer Algorithmen für die Behandlung subduraler Hämatome
- Reanalysis precision of 3D quantitative computed tomography (QCT) of the spine, Bone, 2009, S. 566–572
- Precision of 3D QCT of the spine
- 3D quantitative computed tomography (QCT) of the spine to assess regional changes of trabecular and cortical BMD
- A hierarchical 3D segmentation method and the definition of vertebral body coordinate systems for QCT of the lumbar spine, Medical image analysis, 2006, S. 560–577
- BMD Calibration of QCT Scans in Multi-Center Trials in Osteoporosis
- EFFECT – The European Femur Fracture Study using Finite Element Analysis and 3D CT
- Segmentierung der Wirbelsäule und Definition anatomischer Koordinatensysteme für die Quantitative Computertomographie (QCT)
- A New 3D Segmentation Methodology for Lumbar Vertebral Bodies for the Measurement of BMD and Geometry, arXiv, 2005
- Assessment of Bone Quality by 3D Analysis of Quantitative Computed Tomography Scans of the Spine and Hip, Journal of bone and mineral research, 2005
- Automatic landmark identification in 3D image volumes by topography conserving approximation of contour data
- Approximation anatomischer Objekte durch Spline-Patches
- Die Momentanfrequenz als Kennwert von Zeit-Frequenz-Transformationen aus Cohen’s Klasse
- Zur Analyse humanphysiologischer Signale mittels Zeit- Frequenz-Transformationen aus Cohens Klasse
- Konzeption und Implementierung eines FontEditors in ObjectWorks\Smalltalk R4.1
Preise
- Annual BWH Radiology Research Symposium - Award (2017)
Publikationspreis
- DFG-Graduate School of Medicine in Life Sciences Grant - Award (2014)
Herausgehobene Auszeichnungen
- Best Poster Award (BVM-Preis) (2014)
Publikationspreis
- Elsevier Biomedical Signal Processing and Control - Certificate of Reviewing (2023)
Herausgehobene Auszeichnungen
- Best Thesis: Habilitationsschrift (BVM-Award) (2018)
Publikationspreis
- Harvard Research Fellow (2014)
Herausgehobene Auszeichnungen
- Nvidia GPU Grant - Award (2018)
Forschungspreis
- Siemens Healthcare 3i - Award (2008)
Transfer- und Innovationspreis
- Web of Science Peer Review Award - Multidisciplinary (2018)
Herausgehobene Auszeichnungen
- Web of Sciences Peer Review Award - Nature Scientific Reports (2018)
Herausgehobene Auszeichnungen
- Wissenschaftspreis der Universität zu Lübeck (2018)
Forschungspreis
- Zweitbeste wissenschaftliche Arbeit (2015)
Publikationspreis