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Prof. Dr. Ir. Rudi Deklerck

ETRO Professor

Biography Research Publications
Publications by Prof. Dr. Ir. Rudi Deklerck

Click here for this list in IEEE format.

Journal Publications

2016

“Development and validation of an automated and marker-free CT-based spatial analysis method (CTSA) for assessment of femoral hip implant migration In vitro accuracy and precision comparable to that of radiostereometric analysis (RSA)”, in Acta Orthopaedica

2014

“High-resolution 3D micro-CT imaging of breast microcalcifications: a preliminary analysis”, in BMC Cancer

2013

“Phased searching with NEAT in a time-scaled framework: Experiments on a computer-aided detection system for lung nodules”, in Artificial Intelligence in Medicine

“Assessment of regional adipose tissue depots: A DXA and CT comparison in cadavers of elderly persons”, in Experimental Gerontology

2011

“A novel computer-aided lung nodule detection system for CT images”, in Medical Physics

“A shape prior constraint for implicit active contours”, in Pattern Recognition Letters

“Vascular active contour for vessel tree segmentation”, in IEEE Trans Biomed Eng

2010

“Evaluation of the radiation dose in micro-CT with optimization of the scan protocol”, in Contrast Media & Molecular Imaging

“Evaluation of the radiation dose in micro-CT with optimization of the scan protocol”, in Contrast Media & Molecular Imaging

2009

“Impact of stem-broach sizing on the cement mantle of Lubinus SP II stems. A CT scan analysis”, in Acta Orthopædica Belgica

“Automated Feature Selection in Neuroevolution”, in Evolutionary Intelligence

“The cement mantle of femoral hip implants is more influenced by stem-broach sizing than by shape: an in vitro CT analysis of straight Charnley-Kerboul and anatomic Lubinus SPII stems”, in Archives of Orthopaedic and Trauma Surgery

2008

“Signal representation and processing of nucleotide sequences”, in International Journal of Functional Informatics and Personalised Medicine

“Time-course of contrast enhancement in spleen and liver with Exia 160, Fenestra LC, and VC”, in Mol Imaging Biol

“Computer-aided recognition of a four-chamber image plane in three-dimensional echocardiographic images of children”, in J. Electron. Imaging

“Region competition based active contour for medical object extraction”, in Computerized Medical Imaging and Graphics

“Markov random field-based clustering applied to the segmentation of masses in digital mammograms ”, in Computerized Medical Imaging and Graphics

2007

“Volumetric image compression with JPEG2000”, in Biomedical Optics & Medical Imaging, SPIE Newsroom

“Giga, Tera, Petabytes: Kan de radiologie ze nog het hoofd bieden?”, in Het Ingenieursblad

2006

“A method to construct flat maps of the brain's surface and it's application”, in International Journal of Pattern Recognition and Artificial Intelligence

“CT analysis of defects of the cement mantle and alignment of the stem: In vitro comparison of charnley-kerboul femoral hip implants inserted line-to-line and undersized in paired femora”, in Journal of Bone and Joint Surgery. British Volume

2005

“In vitro analysis of the cement mantle of femoral hip implants: development and validation of a CT-scan based measurement tool”, in Journal of Orthopaedic Research

“Special effects: Efficient and scalable encoding of the 3D metamorphosis animation with MESHGRID”, in Advances in Multimedia Information Processing

“In vitro analysis of the cement mantle of femoral hip implants: development and validation of a CT-scan based measurement tool”, in Journal of Orthopaedic Research

2004

“Meshgrid - A Compact, Multi-scalable and Animation-Friendly Surface Representation”, in IEEE Transactions on Circuits and Systems for Video Technology

“Development and Validation of a CT-scan based Tool to Analyse the Cement Mantle of Femoral Hip Implants”, in Hip International

2001

“Flattening of the 3D Cortical Surface for Improved 2D Visualisation”, in Chinese Journal of Computers

2000

“The TEDIMEDIA software: an illustration of the perspectives of tele-diagnosis and medical image analysis of the brain”, in Koninklijke Vlaamse Academie van Belgie voor Wetenschappen en Kunsten

1999

“Medical Image Segmentation, Invited lecture at 6 th International Conference on Medical Physics”, in Physica Medica

1997

“An Editor for 3D Medical Volume Images”, in Scientific Bulletin of Academic Computer Centre Gdansk

“The Influence of Electrocardiogram Trigger Modules on the Quality of Cardiac Magnetic Resonance Images”, in Acta Cardiologica

1995

“Object Recognition in Brain CT-scans: Knowledge Based Fusion of Data from Multiple Feature Extractors”, in IEEE Trans. on Medical Imaging

1993

“Segmentation of Medical Images”, in Image and Vision Computing

Conference Publications

2015

“Shape-based clustering & classification of breast microcalcifications in micro-CT images”, in MBEC 2014-Towards new horizons in biomedical engineering

“Estimation of Hip Prosthesis Migration: A Study of Zero Migration”

2014

“An approach for combining multiple descriptors for image classification”, in 7th International Conference on Machine Vision, ICMV 2014

2013

“Classification of Microcalcifications using Micro-CT”, in Applications of Digital Image Processing XXXVI

“Automated Estimation of Hip Prosthesis Migration: a Feasibility Study”, in Applications of Digital Image Processing XXXVI

2012

“Analysis of a Feature-Deselective Neuroevolution Classifier (FD-NEAT) in a Computer-Aided Lung Nodule Detection System for CT Images”, in Genetic and Evolutionary Computation Conference, GECCO 2012

“Shape Deformation Using Golden Section Search in PCA-Based Statistical Shape Model”, in IFMBE Proceedings

“Experimental micro-CT based spleen and liver imaging with nanoparticulate and iodine-based contrast agents”, in SkyScan User Meeting 2012

2011

“The mobile museum guide: Artwork recognition with eigenpaintings and SURF”, in WIAMIS 2011: 12th International Workshop on Image Analysis for Multimedia Interactive Services, Delft, The Netherlands, April 13-15, 2011

“Accelerometer based gait analysis - multi variate assessment of fall risk with FD-NEAT”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

“Histogram Analysis of CT Scans for Patients with Post-Mastectomy Lymphedema”, in IEEE International Conference on Image Processing, ICIP 2011, Brussels, Belgium

2010

“Fall risk assessment in ambulatory monitoring”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

“Automated estimation of 3D camera extrinsic parameters for the monitoring of physical activity of elderly patients”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

“Lesion segmentation algorithm for contrast enhanced CT images”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

“Liver segmentation by an active contour model with embedded Gaussian mixture model based classifiers”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

2008

“Detection of activity pattern changes among elderly with 3D camera based technology”

“Semi-automatic calibration of 3D camera images - Monitoring activities made easy”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

“Intelligent Synchronized Magnifying Glasses for Assisting Reading of Temporal Mammograms”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

“Liver and Lesion Segmentation Algorithm for Contrast Enhanced CT Images”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

“Vessel tree extraction: combination of a region competition based active contour model with a tubular active contour model”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

2007

“3D human pose recognition for home monitoring of elderly”, in 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

“Near-optimal 3D context modeling for JPEG2000 Part 10”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

“Signal Representation and Processing of Nucleotide Sequences”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

“Pulmonary Nodule Radiotherapy Follow-up using Dynamic Contrast Enhancement CT”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

“Compression of medical volumetric datasets: physical and psychovisual performance comparison of the emerging JP3D standard and JPEG2000”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

“Region Competition based Active Contour Modelling applied to Medical Image Analysis”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

2006

“Home monitoring of elderly people with 3D camera technology”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

“Context aware inactivity recognition for visual fall detection”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

“Comparison of the trust-region and the expectation-maximization algorithm for the application of automatic liver segmentation”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

“3-D Image Compression in JPEG2000”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

“Addressing view-dependent decoding scenarios with MeshGrid”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

2005

“Special Effects: Efficient and Scalable Encoding of the 3D Metamorphosis Animation with MeshGrid”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

“Contribution of the Ising Model to Probabilistic Labelling of Cortical Sulci of the Brain”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

2004

“From TRISCAN surface extraction to MESHGRID surface representation from MPEG-4”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

“Active Images - a tool for interactive and participative web-based learning”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

“An Intelligent tool to aid in understanding cortical brain anatomy visualised by means of flat maps”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

“Application of Markov Random Field Labelling to Cortical Sulcus Indentification”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

“Study and Development of Techniques for the Registration of Mammographical Images”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet

2003

“Development of a CT-scan based Tool to Quantify the Cement Layer of Femoral Hip Implants”, in Third National Day on Biomedical Engineering, 17 October 2003 Brussels, Belgium

2002

“MeshGrid - A Compact Multi-Scalable and Animation-Friendly Surface Representation”, in IEEE International Conference on Image Processing (ICIP 2002)

“Efficient Animation of MeshGrid Models, using a Skin & Bone System”, in 3rd IEEE Benelux Signal Processing Symposium SPS2002

“Selected topics in medical image processing”, in Proc. Recent Trends in Multimedia Information Processing, 9th International Workshop on Systems, Signals and Image Processing, IWWSIP, November 7-8, 2002, Manchester, UK

2001

“A compression-decompression client-server architecture supporting the progressive transmission of medical images included in web-documents”, in International Journal of Health Care Engineering (Special Issue: Abstracts of the ESEM conference, Belfast, 2-5 May 2001), Vol. 9 Nrs 1,2, pp. 27-49

“Interactive delineation of the sulci by means of flat cortical brain maps”, in Proceedings IMIVA, Interactive Medical Image Visualization and Analysis, Satellite Workshop of the Fourth International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)

“MPEG2001/m7038: MeshGrid model features and CE”, in ISO/IEC JTC1/SC29/WG11 MPEG4

“MPEG2001/m7536: MeshGrid Animation”, in ISO/IEC JTC1/SC29/WG11 MPEG-4

“MPEG-4/m6747: TriScan Surface Extraction & Coding Method”, in ISO/IEC JTC1/SC29/WG11 MPEG4

“Segmentation of the left ventricle of the heart in volumetric cardiac MR images: Evaluation study of classical and GVF-snakes”, in Proceedings of IWSSIP 2001 8th International Workshop on Systems, Signals and Image Processing, Bucharest, Romania

2000

“Implementation and Evaluation of an Interactive 3D Elastic Matching Approach for MR Brain Images”, in IEEE Signal Processing Symposium 2000, Hilvarenbeek, The Netherlands

“Statistical Models for Multidisciplinary Applications of Image Segmentation and Labelling”, in WCC 2000 - ICSP2000, World Computer Con- ference 2000 - 5th International Conference on Signal Processing Proceedings Beijing, China III/III Aug 2000

1999

“A Teleworking Tool with Progressive Transmission Capabilities for Medical Images”, in Proceedings of the 13th International Congress on Computer Assisted Radiology and Surgery, CARS 1999, Paris, France, June 23-26, 1999

“Flattening of the 3D cortical surface of the brain for improved 2D visualisation”, in Book of abstracts of the fifth conference of the European Society for Engineering and Medicine (ESEM), Barcelona, Spain

“Medical Image Segmentation”, in Proceedings VI International Conference on Medical Physics, Patras, Greece

“Rendering the unfolded cerebral cortex”, in Lecture Notes in Computer Science 1679, Second International Conference on Medical Image Computing and Computer-Assisted Intervention for medical images MICCAI, Cambridge, UK

“Segment labeling, based on Probability Distribution Maps”, in Intl. Symposium In Memoriam Pierre Devijver

“Semi automatic segmentation and labeling of 3D brain anatomical structures”, in VI International Conference on Medical Physics

1998

“Medical Image Compression: Options for the Future”, in Proceedings of the 14th Biennial International Conference on Analysis of Biomedical Signals and Images, BIOSIGNAL 1998, Brno, Czech Republic, June 23-25, 1998

“Medical Image Processing: Principles, Research and Spin-offs”, in Invited Lecture, 35th Congress of the European Society of Pediatric Radiology and 21st Post Graduate Course, Patras (Greece), Syllabus, Emergency Radiology in Childhood, Syllabus 12 of the series: Education in Diagnostic imaging, Springer

1997

“An Editor for 3D Medical Volume Images”, in Proceedings of the 42 Internationales Wissenschaftliches Kolloquium, Technische Universit?t Ilmenau, Germany

“Improving precise interactive delineation of 3D structures in medical images”, in Proceedings Computer Assisted Radiology and Surgery

1994

“A Multiscale Finite Difference method for Contour Matching”, in The Third International Conference on Automation, Robotics and Computer Vision, ICARCV

“An ECG trigger module for the acquisition of cardiac MR Images”, in Computers in Cardiology 1994

“Integration of Multiple Knowledge Sources in a System for Brain CT-scan Interpretation based on the Blackboard Model”, in Proceedings of The Tenth Conference on Artificial Intelligence for Applications (CAIA), San Antonio, Texas, IEEE Computer Society Press

“Medical Diagnostic Imaging: A typical case of non-destructive testing”, in Workshop : Images, Contr?le, Qualite, ISIL

1992

“Prototypes of Generic Tools for Medical Vision”, in DGXIII/A: ESPRIT-day ECCV

1990

“Knowledge Based Interpretation of Brain CT-scans”, in Proceedings North Sea Conference on Biomedical Engineering NSC-BME 90

“The Cavity Detector as a generic image segmentation algorithm”, in Proceedings North Sea Conference on Biomedical Engineering NSC-BME 90

Book Publications

2011

“Image Analysis: Intermediate-Level Vision”, in Optical Digital Image Processing

2000

“Wavelet Based Image Compression for Telemedicine”, in Advanced Infrastructures for Future Healthcare

Reports

2006

“JPEG2000 Part 10 Reference Software Status”

2005

“Encoding of Dynamic Meshes with MeshGrid (Part 2)”

“Encoding of Dynamic Meshes with MeshGrid (Part 1)”

“Updates to MeshGrid”

“Updates to the AFXEncoder related to MeshGrid”

2004

“Proposal for the XMT-A specifications for MESHGRID”

2003

“Update of flags from the MESHGRID decoder specific info”

2002

“MeshGrid Stream Description”

“Proposal of Unified Backchannel Syntax for View-dependent 3D Transmission”

“The MeshGrid Surface Representation”

2001

“Extending the MeshGrid stream to enable view dependent coding”

“Representing Surfaces from Structured Light Scanners using the MeshGrid format”

“MPEG2001/m7305: Flexible MeshGrid Representation and Coding”

“R24.1.3 Very Low bit rate model-based video compression for videophony applications”

2000

“Segmentation of dynamic volumetric cardiac MR images by means of deformable contours”

1999

“Medische Beeldanalyse en Visualisatie : De speurtocht naar een afdoend raamwerk”

1998

“Validation of the Usefulness of the Wavelet Based Compression Algorithms for Progressive Transmission of Large Medical Images”

1989

“Knowledge Engineering in Diagnostic Imaging”

Other Publications

2016

“Automated and Marker-Free CT-Based Spatial Analysis Method (CTSA) to Quantify Hip Stem Migration. Development and Validation”, in International Society for Technology in Arthroplasty (ISTA)

2012

“Dynamics of novel CT contrast agents for preclinical imaging”, in European Congres of Radiology (ECR 2012), Vienna, March 2012

2011

“Instrumented Timed-Up and Go Test with a 3D Camera for Mobility Detection”, in XIX World Congress on Parkinson’s Disease and Related Disorders

2010

“3D Camera Based Timed-Up-and-Go Test”, in Belgian Day on Biomedical Engineering

“A 3D camera based automated T-GUGT tes”, in Parkinsonism and Related Disorders

“An alternative correlation based feature for measuring step symmetry for assessing fall risk in elderly persons”, in Parkinsonism and Related Disorders

2008

“3D-camera monitoring voor oudere patiënten: een nuttig assessment tool in de Geriatrie?”, in proceedings of the 31ste wintermeeting Belgische vereniging voor gerontologie en geriatrie

2007

“Pulmonary Nodule Radiotherapy Follow-up using Dynamic Contrast Enhancement CT”, in Seventh Belgian Day on Biomedical Engineering

“3-D MITRAL ANNULUS RECONSTRUCTION AND MOTION ANALYSIS FROM REAL TIME ECHOCARDIOGRAPHY IMAGES”, in Seventh Belgian Day on Biomedical Engineering

“Le cortex pariétal du chimpanzé: anatomie et variabilité”, in Colloque de la Société Francophone de Primatologie, Paris, France, 22, 23 et 24 octobre 2007

2005

“Investigating the “French Paradox”: CT-scan based analysis of line-to-line and undersized cemented Charnley-Kerboul femoral hip implants”, in Meeting of the European Orthopaedic Research Society (EORS)

2003

“MRF-based labeling of Flat Maps of the brain”, in 7th Maastricht Medical Students Research Conference

2002

“MRF-based labeling of Flat Maps of the brain”, in Second National Day on Biomedical Engineering

1998

“Progressive Transmission of Large Medical Images”, in European Symposium on Clinical Imaging and Networking, Antwerp, Belgium, April 24, 1998

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