List of works - Jens Petersen

A Hierarchical Scheme for Geodesic Anatomical Labeling of Airway Trees

Automated quantitative tumour response assessment of MRI in neuro-oncology with artificial neural networks: a multicentre, retrospective study

scientific article published on 02 April 2019

Automated volumetric assessment with artificial neural networks might enable a more accurate assessment of disease burden in patients with multiple sclerosis

scientific article published on 03 January 2020

Automatic airway-artery analysis on lung CT to quantify airway wall thickening and bronchiectasis

scientific article published in October 2016

Carotid Artery Lumen Segmentation in 3D Free-Hand Ultrasound Images Using Surface Graph Cuts

article by Andrés M Arias Lorza et al published 2013 in Lecture Notes in Computer Science

Carotid Artery Wall Segmentation by Coupled Surface Graph Cuts

Carotid Artery Wall Segmentation in Multispectral MRI by Coupled Optimal Surface Graph Cuts

scientific article published on 18 November 2015

Chronic Obstructive Pulmonary Disease Quantification Using CT Texture Analysis and Densitometry: Results From the Danish Lung Cancer Screening Trial

scientific article published on 07 April 2020

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

scientific article

Diagnosis of bronchiectasis and airway wall thickening in children with cystic fibrosis: Objective airway-artery quantification.

scientific article published on 18 May 2017

Dissimilarity-Based Classification of Anatomical Tree Structures

Dissimilarity-based classification of anatomical tree structures

scientific article published in January 2011

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

scientific article published on 6 June 2014

Effective user interaction in online interactive semantic segmentation of glioblastoma magnetic resonance imaging

scientific article

Emphysema progression is visually detectable in low-dose CT in continuous but not in former smokers

scientific article published on 20 July 2014

Extracting tree structures in CT data by tracking multiple statistically ranked hypotheses

scientific article published on 13 August 2019

Geodesic Atlas-Based Labeling of Anatomical Trees: Application and Evaluation on Airways Extracted From CT.

scientific article published on 18 December 2014

Geometric tree kernels: classification of COPD from airway tree geometry.

scientific article published in January 2013

Graph refinement based airway extraction using mean-field networks and graph neural networks

scientific article published on 09 June 2020

Increasing Accuracy of Optimal Surfaces Using Min-Marginal Energies

scientific article published on 01 January 2019

Learning to Quantify Emphysema Extent: What Labels Do We Need?

scientific article published on 01 August 2019

Low-Dose CT–derived Bronchial Parameters in Individuals with Healthy Lungs

scientific article published in June 2024

MOOD 2020: A public Benchmark for Out-of-Distribution Detection and Localization on medical Images

scientific article published in 2022

Maximization of Regional probabilities using Optimal Surface Graphs: Application to Carotid Artery Segmentation in MRI.

scientific article published on 25 January 2018

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

Quantification and Visualization of Variation in Anatomical Trees

scholarly article published 2015

Quantitative Airway Analysis in Longitudinal Studies Using Groupwise Registration and 4D Optimal Surfaces

Quantitative analysis of airway abnormalities in CT

R<scp>oot</scp>P<scp>ainter</scp>: deep learning segmentation of biological images with corrective annotation

scientific article published in 2022

Scalable kernels for graphs with continuous attributes ⬇️

scientific article published in January 2013

Segmentation of roots in soil with U-Net

scientific article published on 08 February 2020

Tree-space statistics and approximations for large-scale analysis of anatomical trees

scientific article

Virtual Raters for Reproducible and Objective Assessments in Radiology

scientific article

Visual assessment of early emphysema and interstitial abnormalities on CT is useful in lung cancer risk analysis

scientific article published on 9 May 2015

nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

scientific article published on 07 December 2020

List of works by Jens Petersen

A Hierarchical Scheme for Geodesic Anatomical Labeling of Airway Trees

Automated quantitative tumour response assessment of MRI in neuro-oncology with artificial neural networks: a multicentre, retrospective study

Automated volumetric assessment with artificial neural networks might enable a more accurate assessment of disease burden in patients with multiple sclerosis

Automatic airway-artery analysis on lung CT to quantify airway wall thickening and bronchiectasis

Carotid Artery Lumen Segmentation in 3D Free-Hand Ultrasound Images Using Surface Graph Cuts

Carotid Artery Wall Segmentation by Coupled Surface Graph Cuts

Carotid Artery Wall Segmentation in Multispectral MRI by Coupled Optimal Surface Graph Cuts

Chronic Obstructive Pulmonary Disease Quantification Using CT Texture Analysis and Densitometry: Results From the Danish Lung Cancer Screening Trial

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

Diagnosis of bronchiectasis and airway wall thickening in children with cystic fibrosis: Objective airway-artery quantification.

Dissimilarity-Based Classification of Anatomical Tree Structures

Dissimilarity-based classification of anatomical tree structures

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

Effective user interaction in online interactive semantic segmentation of glioblastoma magnetic resonance imaging

Emphysema progression is visually detectable in low-dose CT in continuous but not in former smokers

Extracting tree structures in CT data by tracking multiple statistically ranked hypotheses

Geodesic Atlas-Based Labeling of Anatomical Trees: Application and Evaluation on Airways Extracted From CT.

Geometric tree kernels: classification of COPD from airway tree geometry.

Graph refinement based airway extraction using mean-field networks and graph neural networks

Increasing Accuracy of Optimal Surfaces Using Min-Marginal Energies

Learning to Quantify Emphysema Extent: What Labels Do We Need?

Low-Dose CT–derived Bronchial Parameters in Individuals with Healthy Lungs

MOOD 2020: A public Benchmark for Out-of-Distribution Detection and Localization on medical Images

Maximization of Regional probabilities using Optimal Surface Graphs: Application to Carotid Artery Segmentation in MRI.

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

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

Quantification and Visualization of Variation in Anatomical Trees

Quantitative Airway Analysis in Longitudinal Studies Using Groupwise Registration and 4D Optimal Surfaces

Quantitative analysis of airway abnormalities in CT

R<scp>oot</scp>P<scp>ainter</scp>: deep learning segmentation of biological images with corrective annotation

Scalable kernels for graphs with continuous attributes ⬇️

Segmentation of roots in soil with U-Net

Tree-space statistics and approximations for large-scale analysis of anatomical trees

Virtual Raters for Reproducible and Objective Assessments in Radiology

Visual assessment of early emphysema and interstitial abnormalities on CT is useful in lung cancer risk analysis

nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation