Prof. Mads Nielsen Profile

Prof. Mads Nielsen

at Computer Science

SPIE Involvement:

Conference Program Committee | Author

Publications (31)

PROCEEDINGS ARTICLE | March 21, 2016

Combining the boundary shift integral and tensor-based morphometry for brain atrophy estimation

Proc. SPIE. 9784, Medical Imaging 2016: Image Processing

KEYWORDS: Statistical analysis, Databases, Magnetic resonance imaging, Magnetism, Image registration, Neuroimaging, Alzheimer's disease, Statistical modeling, Brain, Clinical trials

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PROCEEDINGS ARTICLE | March 21, 2016

Supervised hub-detection for brain connectivity

Proc. SPIE. 9784, Medical Imaging 2016: Image Processing

KEYWORDS: Statistical analysis, Diffusion weighted imaging, Data modeling, Visualization, Distortion, Machine learning, Neuroimaging, Algorithm development, Network security, Brain

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SPIE Journal Paper | March 16, 2016

Deformation-based atrophy computation by surface propagation and its application to Alzheimer’s disease

Pai, Akshay , Sporring, Jon , Darkner, Sune , Dam, Erik , Lillholm, Martin , Jørgensen, Dan , Oh, Joonmi , Chen, Gennan , Suhy, Joyce , Sørensen, Lauge , Nielsen, Mads

JMI Vol. 3 Issue 01

KEYWORDS: Surface plasmons, Alzheimer's disease, Brain, Neuroimaging, Image registration, Control systems, Image segmentation, Diagnostics, Magnetic resonance imaging, Medical imaging

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SPIE Journal Paper | April 20, 2015

Automatic segmentation of high- and low-field knee MRIs using knee image quantification with data from the osteoarthritis initiative

Dam, Erik , Lillholm, Martin , Marques, Joselene , Nielsen, Mads

JMI Vol. 2 Issue 02

KEYWORDS: Cartilage, Image segmentation, Magnetic resonance imaging, Bone, Medical imaging, Scanners, Basic research, Feature selection, Image registration, Visualization

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PROCEEDINGS ARTICLE | March 20, 2015

Image registration using stationary velocity fields parameterized by norm-minimizing Wendland kernel

Proc. SPIE. 9413, Medical Imaging 2015: Image Processing

KEYWORDS: Image segmentation, Inspection, Image restoration, Control systems, Image registration, Neuroimaging, Space operations, Alzheimer's disease, Amygdala, Brain

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PROCEEDINGS ARTICLE | March 13, 2013

Morphometric connectivity analysis to distinguish normal, mild cognitive impaired, and Alzheimer subjects based on brain MRI

Proc. SPIE. 8669, Medical Imaging 2013: Image Processing

KEYWORDS: Thalamus, Magnetic resonance imaging, Image segmentation, Image quality, Neuroimaging, Alzheimer's disease, Amygdala, Dementia, Diffusion tensor imaging, Brain

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PROCEEDINGS ARTICLE | February 24, 2012

Cascaded classifier for large-scale data applied to automatic segmentation of articular cartilage

Proc. SPIE. 8314, Medical Imaging 2012: Image Processing

KEYWORDS: Cartilage, Magnetic resonance imaging, Image segmentation, Scanners, 3D modeling, Bone, Medical imaging, Machine learning, Algorithm development, 3D image processing

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PROCEEDINGS ARTICLE | February 23, 2012

Towards exaggerated emphysema stereotypes

Proc. SPIE. 8315, Medical Imaging 2012: Computer-Aided Diagnosis

KEYWORDS: Image visualization, Statistical analysis, Visualization, Tissues, Feature extraction, Lung, Medical imaging, Computed tomography, Image classification, Emphysema

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PROCEEDINGS ARTICLE | March 13, 2010

Classification in medical images using adaptive metric k-NN

Proc. SPIE. 7623, Medical Imaging 2010: Image Processing

KEYWORDS: Principal component analysis, Breast cancer, Data modeling, Error analysis, X-rays, Chemical vapor deposition, Medical imaging, Mammography, Machine learning, Image classification

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PROCEEDINGS ARTICLE | March 9, 2010

MACD: an imaging marker for cardiovascular disease

Proc. SPIE. 7624, Medical Imaging 2010: Computer-Aided Diagnosis

KEYWORDS: Statistical analysis, Cancer, X-rays, Radiography, Chemical vapor deposition, Arteries, Inflammation, Biological research, X-ray imaging, Standards development

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PROCEEDINGS ARTICLE | March 9, 2010

Quantitative analysis of airway abnormalities in CT

Proc. SPIE. 7624, Medical Imaging 2010: Computer-Aided Diagnosis

KEYWORDS: Point spread functions, Image segmentation, Diagnostics, Lung, Quantitative analysis, Computed tomography, Pulmonary function tests, Emphysema, Chronic obstructive pulmonary disease, Evolutionary algorithms

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PROCEEDINGS ARTICLE | March 27, 2009

Mass preserving registration for lung CT

Proc. SPIE. 7259, Medical Imaging 2009: Image Processing

KEYWORDS: Image compression, Tissues, Image segmentation, Image resolution, Image registration, Lung, Medical imaging, Computed tomography, Radiology, Cystic fibrosis

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PROCEEDINGS ARTICLE | March 27, 2009

Bayes estimation of shape model with application to vertebrae boundaries

Proc. SPIE. 7259, Medical Imaging 2009: Image Processing

KEYWORDS: Statistical analysis, Fiber Bragg gratings, Image processing, Error analysis, Medical imaging, Shape analysis, Reconstruction algorithms, Current controlled current source

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PROCEEDINGS ARTICLE | March 4, 2009

Fractal dimension and lacunarity analysis of mammographic patterns in assessing breast cancer risk related to HRT treated population: a longitudinal and cross-sectional study

Proc. SPIE. 7260, Medical Imaging 2009: Computer-Aided Diagnosis

KEYWORDS: Breast, Cancer, Breast cancer, Tissues, Radiography, Control systems, Image analysis, Fractal analysis, Mammography, Nipple

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PROCEEDINGS ARTICLE | February 28, 2009

Scale focusing of statistical shape models for breast region segmentation and pectoral muscle suppression

Proc. SPIE. 7260, Medical Imaging 2009: Computer-Aided Diagnosis

KEYWORDS: Breast, Computer aided diagnosis and therapy, Breast cancer, Image segmentation, Image analysis, Medical imaging, Mammography, Statistical modeling, Solid modeling, Current controlled current source

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PROCEEDINGS ARTICLE | March 11, 2008

A variational method for automatic localization of the most pathological ROI in the knee cartilage

Proc. SPIE. 6914, Medical Imaging 2008: Image Processing

KEYWORDS: Signal to noise ratio, Statistical analysis, Cartilage, Visualization, Magnetic resonance imaging, Image segmentation, Pathology, Radiography, Optical inspection, Functional magnetic resonance imaging

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PROCEEDINGS ARTICLE | March 30, 2007

Semi-automatic detection of calcifications using nonlinear stretching on x-ray images

Proc. SPIE. 6514, Medical Imaging 2007: Computer-Aided Diagnosis

KEYWORDS: Visualization, Tissues, X-rays, Calcium, Data acquisition, Image enhancement, Image classification, Data centers, Chemical elements, X-ray imaging

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PROCEEDINGS ARTICLE | March 26, 2007

Vertebral fracture classification

Proc. SPIE. 6512, Medical Imaging 2007: Image Processing

KEYWORDS: Statistical analysis, Image segmentation, Matrices, X-rays, Radiography, Shape analysis, Image classification, X-ray imaging, Spine, Clinical trials

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PROCEEDINGS ARTICLE | March 9, 2007

Evaluation of four mammographic density measures on HRT data

Proc. SPIE. 6512, Medical Imaging 2007: Image Processing

KEYWORDS: Gold, Breast, Magnesium, Oncology, Cancer, Breast cancer, Tissues, Mammography, Basic research, Data centers

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PROCEEDINGS ARTICLE | March 7, 2007

Evaluation of Brownian warps for shape alignment

Proc. SPIE. 6512, Medical Imaging 2007: Image Processing

KEYWORDS: Infrared imaging, Image segmentation, Image processing, X-rays, Image registration, Computer science, Medical imaging, Inverse problems, Distance measurement, Brain

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PROCEEDINGS ARTICLE | March 3, 2007

Automatic detection of diseased regions in knee cartilage

Proc. SPIE. 6512, Medical Imaging 2007: Image Processing

KEYWORDS: Cartilage, Visualization, Magnetic resonance imaging, Image segmentation, Image processing, Pathology, X-rays, Radiography, 3D image processing, Clinical trials

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PROCEEDINGS ARTICLE | March 10, 2006

Mammographic density measured as changes in tissue structure caused by HRT

Proc. SPIE. 6144, Medical Imaging 2006: Image Processing

KEYWORDS: Breast, Magnesium, Oncology, Cancer, Breast cancer, Visualization, Tissues, Diagnostics, Mammography, Feature selection

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PROCEEDINGS ARTICLE | March 10, 2006

A pixelwise inpainting-based refinement scheme for quantizing calcification in the lumbar aorta on 2D lateral x-ray images

Proc. SPIE. 6144, Medical Imaging 2006: Image Processing

KEYWORDS: Gold, Signal to noise ratio, Visualization, Image segmentation, Image processing, X-rays, Calcium, Signal processing, Algorithm development, X-ray imaging

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PROCEEDINGS ARTICLE | April 29, 2005

Quantizing calcification in the lumbar aorta on 2-D lateral x-ray images

Proc. SPIE. 5747, Medical Imaging 2005: Image Processing

KEYWORDS: Signal to noise ratio, Data modeling, Tissues, Image segmentation, Image processing, X-rays, Image restoration, Data processing, X-ray imaging, Spine

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PROCEEDINGS ARTICLE | April 29, 2005

Locating articular cartilage in MR images

Proc. SPIE. 5747, Medical Imaging 2005: Image Processing

KEYWORDS: Drug development, Cartilage, Magnetic resonance imaging, Image segmentation, Image processing, Machine learning, Image classification, Basic research, 3D scanning, 3D image processing

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PROCEEDINGS ARTICLE | April 29, 2005

Shape regression for vertebra fracture quantification

Proc. SPIE. 5747, Medical Imaging 2005: Image Processing

KEYWORDS: Statistical analysis, Data modeling, Error analysis, Radiography, Diagnostics, Bone, Shape analysis, Reconstruction algorithms, Basic research, Received signal strength

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PROCEEDINGS ARTICLE | May 12, 2004

Effect of projective viewpoint in detecting temporal density changes

Proc. SPIE. 5370, Medical Imaging 2004: Image Processing

KEYWORDS: Breast, Magnesium, Cancer, Breast cancer, Tissues, Image segmentation, Image processing, X-rays, Mammography, X-ray imaging

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PROCEEDINGS ARTICLE | May 12, 2004

Prediction of the location of the lumbar aorta using the first four lumbar vertebrae as a predictor

Proc. SPIE. 5370, Medical Imaging 2004: Image Processing

KEYWORDS: Principal component analysis, Data modeling, Tissues, X-rays, Calcium, Arteries, Distance measurement, Basic research, X-ray imaging, Spine

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PROCEEDINGS ARTICLE | May 12, 2004

Asymmetry quantization and application to human mandibles

Proc. SPIE. 5370, Medical Imaging 2004: Image Processing

KEYWORDS: Reflection, Surgery, Image segmentation, Pathology, Image registration, Bone, Laser induced plasma spectroscopy, Distance measurement, Quantization, Skull

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PROCEEDINGS ARTICLE | May 6, 2004

Detection of interstitial lung disease in PA chest radiographs

Proc. SPIE. 5368, Medical Imaging 2004: Physics of Medical Imaging

KEYWORDS: Image fusion, Databases, Image segmentation, Pattern recognition, Radiography, Receivers, Lung, Medical imaging, Signal detection, Chest imaging

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PROCEEDINGS ARTICLE | July 30, 2001

SOA-based functional devices

Proc. SPIE. 4532, Active and Passive Optical Components for WDM Communication

KEYWORDS: Logic, Optical amplifiers, Clocks, Mach-Zehnder interferometers, Switching, Modulation, Interferometers, Logic devices, Picosecond phenomena, Data conversion

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