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List of works by Mads Nielsen

A Bayesian framework for automated cardiovascular risk scoring on standard lumbar radiographs

scientific article published on 3 November 2011

A Family of Principal Component Analyses for Dealing with Outliers

A Statistical Model for Simultaneous Template Estimation, Bias Correction, and Registration of 3D Brain Images

article

A method to determine the mammographic regions that show early changes due to the development of breast cancer

scientific article published on 20 October 2014

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

AUTOMATED HIPPOCAMPAL SEGMENTATION USING NEW STANDARDIZED MANUAL SEGMENTATIONS FROM THE HARMONIZED HIPPOCAMPAL PROTOCOL

Abdominal aortic calcification quantified by the Morphological Atherosclerotic Calcification Distribution (MACD) index is associated with features of the metabolic syndrome

scientific article

An anatomically oriented breast coordinate system for mammogram analysis

scientific article published on 23 May 2011

Anisotropic diffusion tensor applied to temporal mammograms: an application to breast cancer risk assessment

scientific article published in January 2010

Automated effect-specific mammographic pattern measures.

scientific article

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

scientific article

Brain region's relative proximity as marker for Alzheimer's disease based on structural MRI.

scientific article

Breast density changes associated with postmenopausal hormone therapy: post hoc radiologist- and computer-based analyses

scientific article published in July 2010

Breast tissue segmentation from x-ray radiographs

scientific article published on 28 April 2014

Brownian Warps for Non-Rigid Registration

Brownian Warps: A Least Committed Prior for Non-rigid Registration

article by Mads Nielsen et al published 2002 in Medical Image Computing and Computer-Assisted Intervention — MICCAI 2002

Classification of protein profiles using fuzzy clustering techniques: an application in early diagnosis of oral, cervical and ovarian cancer

scientific article published on January 1, 2010

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

Cube propagation for focal brain atrophy estimation

DO DEMENTIA BIOMARKERS HAVE A SIGMOID TRAJECTORY? INSIGHTS FROM NON-LINEAR MIXED EFFECTS MODELING

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

scientific article published on January 2016

Deinterlacing using variational methods

scientific article published in November 2008

Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients

scientific article

Diffeomorphic image registration with automatic time-step adjustment

scientific article published in April 2015

Differential diagnosis of mild cognitive impairment and Alzheimer's disease using structural MRI cortical thickness, hippocampal shape, hippocampal texture, and volumetry

scientific article published on 07 December 2016

Distribution, size, and shape of abdominal aortic calcified deposits and their relationship to mortality in postmenopausal women

scientific article

Distribution, size, shape, growth potential and extent of abdominal aortic calcified deposits predict mortality in postmenopausal women

scientific article

Early Detection of Emphysema Progression

article published in 2010

Early detection of Alzheimer's disease using MRI hippocampal texture

scientific article (publication date: 21 December 2015)

Effect of inspiration on airway dimensions measured in maximal inspiration CT images of subjects without airflow limitation

scientific article published on 6 June 2014

Ensemble support vector machine classification of dementia using structural MRI and Mini-Mental State Examination

scientific article published on 26 January 2018

Femoral cartilage segmentation in knee MRI scans using two stage voxel classification

scientific article published in January 2013

Field of Particle Filters for Image Inpainting

Fundamental Geodesic Deformations in Spaces of Treelike Shapes

scientific article published in August 2010

Geometries on Spaces of Treelike Shapes

Geometry and Statistics: Manifolds and Stratified Spaces

scientific article published on 25 March 2014

HIPPOCAMPAL TEXTURE PREDICTS RATE OF COGNITIVE DECLINE IN MILD COGNITIVE IMPAIRMENT

Hippocampal MRI texture is related to hippocampal glucose metabolism

Hippocampal MRI texture is related to hippocampal glucose metabolism

Hippocampal texture predicts conversion from MCI to Alzheimer's disease

scholarly article by Lauge Sørensen et al published July 2013 in Alzheimer's and Dementia

Hippocampal texture predicts conversion from MCI to Alzheimer’s disease

article published in 2013

Identification of progressors in osteoarthritis by combining biochemical and MRI-based markers

scientific article published on 24 July 2009

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

scholarly article published 20 March 2015

Inter-observer agreement according to three methods of evaluating mammographic density and parenchymal pattern in a case control study: impact on relative risk of breast cancer

scientific article

Kernel bundle diffeomorphic image registration using stationary velocity fields and Wendland basis functions

scientific article published on 23 December 2015

Learning COPD Sensitive Filters in Pulmonary CT

Localized cerebral atrophy acceleration during Alzheimer's disease

scholarly article by Akshay Pai et al published July 2013 in Alzheimer's and Dementia

Locally Orderless Registration for Diffusion Weighted Images

scientific article published in 2015

Low-dose transdermal estradiol induces breast density and heterogeneity changes comparable to those of raloxifene

scientific article published in July 2009

MACD: an imaging marker for cardiovascular disease

MCI TRIAL ENRICHMENT USING MRI HIPPOCAMPUS TEXTURE

MCI TRIAL ENRICHMENT USING MRI HIPPOCAMPUS TEXTURE

Mammographic density and structural features can individually and jointly contribute to breast cancer risk assessment in mammography screening: a case-control study

scientific article

Mammographic texture resemblance generalizes as an independent risk factor for breast cancer

scientific article

Manifold Valued Statistics, Exact Principal Geodesic Analysis and the Effect of Linear Approximations

scientific article

Mass preserving image registration for lung CT.

scientific article published on 14 January 2012

Mass preserving registration for lung CT

Maximum a posteriori estimation of linear shape variation with application to vertebra and cartilage modeling

scientific article published on 22 March 2011

Means in spaces of tree-like shapes

scientific article published in November 2011

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

Multi-object Segmentation Using Shape Particles

Multi-object segmentation using shape particles

scientific article

On the Rate of Structural Change in Scale Spaces

Optimal Graph Based Segmentation Using Flow Lines with Application to Airway Wall Segmentation

Optimal graph based segmentation using flow lines with application to airway wall segmentation

scientific article published in January 2011

Optimal surface segmentation using flow lines to quantify airway abnormalities in chronic obstructive pulmonary disease

scientific article published on 17 February 2014

PERSISTENT HIPPOCAMPAL PREDOMINANT ATROPHY IN PRE-DEMENTIA AS A MARKER FOR SLOWER FUNCTIONAL DECLINE

scholarly article by Jagan A. Pillai et al published July 2014 in Alzheimer's and Dementia

PERSISTENT HIPPOCAMPAL PREDOMINANT ATROPHY IN PREDEMENTIA AS A MARKER FOR SLOWER FUNCTIONAL DECLINE

Patch-Based Generative Shape Model and MDL Model Selection for Statistical Analysis of Archipelagos

Products of random matrices

scientific article published on 18 December 2002

Quantifying Calcification in the Lumbar Aorta on X-Ray Images

article published in 2007

Quantifying effect-specific mammographic density

scientific article published on 01 January 2007

Quantitative Vertebral Morphometry Using Neighbor-Conditional Shape Models

Quantitative analysis of airway abnormalities in CT

Quantitative vertebral morphometry using neighbor-conditional shape models

scientific article published on 26 July 2007

Quantizing Calcification in the Lumbar Aorta on 2-D Lateral X-Ray Images

Shape Particle Filtering for Image Segmentation

Shape regression for vertebra fracture quantification

article published in 2005

Shape-based assessment of vertebral fracture risk in postmenopausal women using discriminative shape alignment

scientific article published on 4 February 2012

Special Issue on Tribute Workshop for Peter Johansen

Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CADDementia challenge

scientific article published on 31 January 2015

Stepwise Inverse Consistent Euler’s Scheme for Diffeomorphic Image Registration

Subclinical depressive symptoms during late midlife and structural brain alterations: A longitudinal study of Danish men born in 1953.

scientific article published on 10 January 2018

Supervised hub-detection for brain connectivity

Texture-based analysis of COPD: a data-driven approach

scientific article

The Hausdorff Dimension and Scale-Space Normalization of Natural Images

The combined effect of mammographic texture and density on breast cancer risk: a cohort study.

scientific article

Toward a theory of statistical tree-shape analysis

scientific article published in August 2013

Towards exaggerated emphysema stereotypes

Towards exaggerated image stereotypes

scientific article published in November 2011

Training shortest-path tractography: Automatic learning of spatial priors

scientific article

Unsupervised Deep Learning Applied to Breast Density Segmentation and Mammographic Risk Scoring

scientific article (publication date: May 2016)

Unsupervised Detection of Fetal Brain Anomalies Using Denoising Diffusion Models

VALIDATION OF HIPPOCAMPAL TEXTURE FOR EARLY ALZHEIMER'S DISEASE DETECTION: GENERALIZATION TO INDEPENDENT COHORTS AND EXTRAPOLATION TO VERY EARLY SIGNS OF DEMENTIA

scholarly article by Lauge Sørensen et al published July 2014 in Alzheimer's and Dementia

Vertebral fracture classification

Video Super-Resolution Using Simultaneous Motion and Intensity Calculations ⬇️

scientific article published on January 17, 2011

WHITE MATTER HYPOINTENSITY GROWTH RATE CORRELATES WITH RATE OF BRAIN ATROPHY

WHITE MATTER HYPOINTENSITY GROWTH RATE CORRELATES WITH RATE OF BRAIN ATROPHY

Weight Preserving Image Registration for Monitoring Disease Progression in Lung CT

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