Publications | Hans Lamecker

Beyond benchmarks: Towards robust artificial intelligence bone segmentation in socio-technical systems

Sun, 12 Oct 2025 00:00:00 +0000

MedShapeNet - A Large Scale Dataset of 3D Medical Shapes for Computer Vision

Thu, 31 Aug 2023 12:05:26 +0200

Deep Learning and Image Pyramids for Aorta Segmentation

Thu, 01 Sep 2022 00:00:00 +0000

CT-based Analysis of Left Ventricular Hemodynamics Using Statistical Shape Modelling and Computational Fluid Dynamics

Tue, 07 Jun 2022 00:00:00 +0000

Deep Learning Based Centerline Aggregated Aortic Hemodynamics: An Efficient Alternative to Numerical Modelling of Hemodynamics

Thu, 30 Sep 2021 00:00:00 +0000

VerSe: a Vertebrae Labelling and Segmentation Benchmark for Multi-Detector CT Images

Fri, 30 Jul 2021 00:00:00 +0000

AutoImplant 2020 - First MICCAI Challenge on Automatic Cranial Implant Design

Thu, 29 Apr 2021 17:15:26 +0200

Unsupervised Detection of Disturbances in 2D Radiographs

Sat, 13 Mar 2021 00:00:00 +0000

Automatic Vessel Segmentation and Aneurysm Detection Pipeline for Numerical Fluid Analysis

Sat, 27 Feb 2021 00:00:00 +0000

Synthetic Database of Aortic Morphometry and Hemodynamics: Overcoming Medical Imaging Data Availability

Fri, 05 Feb 2021 00:00:00 +0000

Automated Virtual Reconstruction of Large Skull Defects Using Statistical Shape Models and Generative Adversarial Networks

Thu, 10 Dec 2020 12:09:14 +0100

Our paper won the best paper award.

Unsupervised Learning and Statistical Shape Modeling of the Morphometry and Hemodynamics of Coarctation of the Aorta

Sun, 04 Oct 2020 00:00:00 +0000

Anatomical Landmark Detection From X-Ray Images Using Convolutional Neural Networks

Fri, 08 May 2020 00:00:00 +0000

Automatic Quantification of Hip Osteoarthritis From Low Quality X-Ray Images

Fri, 28 Feb 2020 00:00:00 +0000

Characterization of the Airflow within an Average Geometry of the Healthy Human Nasal Cavity

Fri, 28 Feb 2020 00:00:00 +0000

Morphological Indicators for Limitations in Nasal Breathing

Thu, 30 Jan 2020 00:00:00 +0000

Clinical Benefits of Combining Different Visualization Modalities in Neurosurgery

Tue, 01 Oct 2019 00:00:00 +0000

Aortic Shape Synthesiser - Understanding Anatomical Variations of the Thoracic Aorta

Sun, 01 Sep 2019 00:00:00 +0000

Statistical Shape Models - Understanding and Mastering Variation in Anatomy

Wed, 24 Jul 2019 00:00:00 +0000

Validation of a Statistical Shape Model for Acetabular Bone Defect Analysis

Mon, 01 Apr 2019 00:00:00 +0000

Digital Analysis of Nasal Airflow Facilitating Decision Support in Rhinosurgery

Sat, 23 Feb 2019 00:00:00 +0000

The Healthy Nasal Cavity - Characteristics of Morphology and Related Airflow Based on a Statistical Shape Model Viewed From a Surgeons Perspective

Sat, 23 Feb 2019 00:00:00 +0000

Deep Learning for Boundary Detection in Model-Based Segmentation

Tue, 01 Jan 2019 00:00:00 +0000

3D Shape Analysis for Coarctation of the Aorta

Fri, 23 Nov 2018 00:00:00 +0000

Geometrische Rekonstruktion von Anatomischen Strukturen des Kopfes aus Tomographischen Daten

Fri, 29 Dec 2017 00:00:00 +0000

Evaluating two Methods for Geometry Reconstruction from Sparse Surgical Navigation Data

Sun, 01 Oct 2017 00:00:00 +0000

Validation of Three Dimensional Models of the Distal Femur Created From Surgical Navigation Point Cloud Data for Intraoperative and Postoperative Analysis of Total Knee Arthroplasty

Thu, 29 Jun 2017 00:00:00 +0000

Shape Aware Surface Reconstruction From Sparse 3D Point Clouds

Tue, 07 Mar 2017 00:00:00 +0000

Robust and Accurate Appearance Models Based on Joint Dictionary Learning: Data From the Osteoarthritis Initiative

Thu, 22 Sep 2016 00:00:00 +0000

Reconstruction of Partial Liver Shapes Based on a Statistical 3D Shape Model

Fri, 02 Oct 2015 00:00:00 +0000

This work won the Shape Challenge Best Prize, sponsored by sponsored by Siemens.

Statistical Shape Modeling of Musculoskeletal Structures and Its Applications

Fri, 11 Sep 2015 00:00:00 +0000

Landmarken-basierte 2d-3d Objektpositionierung

Thu, 06 Aug 2015 00:00:00 +0000

Deformable Meshes for Accurate Automatic Segmentation of Medical Image Data

Thu, 01 Jan 2015 00:00:00 +0000

Development of a computed tomography data-based Vibrant Bonebridge viewer

Sun, 08 Jun 2014 00:00:00 +0000

Fitting Smooth Strips to Rough Surfaces

Sun, 01 Jun 2014 00:00:00 +0000

A Computed Tomographic Data Based Vibrant Bonebridge Visualization Tool

Wed, 28 May 2014 00:00:00 +0000

Robust Measurement of Natural Acetabular Orientation From AP Radiographs Using Articulated 3D Shape and Intensity Models

Mon, 05 May 2014 00:00:00 +0000

Image Processing

Tue, 01 Apr 2014 00:00:00 +0000

Frame Based Cranial Reconstruction

Fri, 17 Jan 2014 00:00:00 +0000

Fast Generation of Virtual X Ray Images for Reconstruction of 3D Anatomy

Sun, 01 Dec 2013 00:00:00 +0000

Interaktives Planungstool Zur 3D Rekonstruktion Von Knochenresektion

Tue, 01 Oct 2013 00:00:00 +0000

Visual Support for the Positioning of Hearing Implants

Thu, 19 Sep 2013 00:00:00 +0000

Omnidirectional Displacements for Deformable Surfaces

Sat, 25 May 2013 00:00:00 +0000

Landmark Based Statistical Shape Analysis

Thu, 04 Apr 2013 00:00:00 +0000

Articulated Statistical Shape Models

Tue, 05 Feb 2013 00:00:00 +0000

Flexible Shape Matching With Finite Element Based LDDMM

Thu, 13 Dec 2012 00:00:00 +0000

Automatic Detection and Classification of Teeth in CT Data

Mon, 01 Oct 2012 00:00:00 +0000

Feature Preserving Multi Material Mesh Generation Using Hierarchical Oracles

Mon, 01 Oct 2012 00:00:00 +0000

Efficient Projection and Deformation of Volumetric Intensity Models for Accurate Simulation of X-Ray Images

Fri, 28 Sep 2012 00:00:00 +0000

This work won the NVIDIA Best Poster at the third Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM).

Automatic Liver Segmentation in Contrast Enhanced CT Data Using 3D Free Form Deformation Based on Optimal Graph Searching

Sat, 01 Sep 2012 00:00:00 +0000

Analysis of Inter Individual Anatomical Shape Variations of Joint Structures

Wed, 13 Jun 2012 00:00:00 +0000

Fast and Accurate DRRs for X-Ray Based Joint Surgery Planning

Wed, 13 Jun 2012 00:00:00 +0000

Automatic Bone and Tooth Detection for CT Based Dental Implant Planning

Thu, 17 May 2012 00:00:00 +0000

Simulating X Ray Images From Deformable Shape and Intensity Models on the GPU

Tue, 01 May 2012 00:00:00 +0000

Generation of Contrained High Quality Mult Material Tetrahedral Meshes

Mon, 30 Apr 2012 00:00:00 +0000

Automatic Segmentation for Dental Operation Planning

Thu, 08 Mar 2012 00:00:00 +0000

Ein kontinuierliches Optimierungsverfahren für die Segmentierung medizinischer Bilddaten mit Hilfe von Formmodellen

Thu, 12 Jan 2012 00:00:00 +0000

Robust and Intuitive Meshing of Bone Implant Compounds

Tue, 01 Nov 2011 00:00:00 +0000

Digital Morphometry the Potential of Statistical Shape Models

Thu, 01 Sep 2011 00:00:00 +0000

Direct LDDMM of Discrete Currents With Adaptive Finite Elements

Tue, 14 Jun 2011 00:00:00 +0000

Improvement of Image Segmentation Based on Statistical Shape and Intensity Models

Wed, 01 Jun 2011 00:00:00 +0000

Nichtlineare Registrierung Zur Segmentierung Des Musculus Gluteus Medius in CT Daten

Fri, 06 May 2011 00:00:00 +0000

An Articulated Statistical Shape Model of the Human Knee

Fri, 11 Mar 2011 00:00:00 +0000

Automatic Calibration of 3D Ultrasound Probes

Fri, 11 Mar 2011 00:00:00 +0000

Temporal Subtraction of Chest Radiographs Compensating Pose Differences

Fri, 11 Mar 2011 00:00:00 +0000

Bildsegmentierung

Sat, 01 Jan 2011 00:00:00 +0000

Automatische 3D-Rekonstruktion des Unterkiefers und der Mandibulärnerven auf Basis dentaler Bildgebung

Fri, 01 Oct 2010 00:00:00 +0000

Modellgestützte chirurgische Rekonstruktion komplexer Mittelgesichtsfrakturen

Fri, 01 Oct 2010 00:00:00 +0000

Interaktive Erzeugung homöomorpher Netze auf triangulierten Oberflächen

Mon, 27 Sep 2010 00:00:00 +0000

Improving Deformable Surface Meshes Through Omni Directional Displacements and MRFs

Wed, 01 Sep 2010 00:00:00 +0000

Dagmer Kainmueller was nominated for “MICCAI 2010 Young Scientist Award” for this work.

Model Based Auto Segmentation of Knee Bones and Cartilage in MRI Data

Wed, 01 Sep 2010 00:00:00 +0000

This work won the 2nd prize in the category “Automatic Knee/Cartilage Segmentation” at the MICCAI grand challenge workshop, see results.

Atlas to Image With Tumor Registration Based on Demons and Deformation Inpainting

Mon, 30 Aug 2010 00:00:00 +0000

The Digital Bee Brain: Integrating and Managing Neurons in a Common 3D Reference System

Tue, 13 Jul 2010 00:00:00 +0000

Subject Specific Ligament Models Toward Real Time Simulation of the Knee Joint

Mon, 15 Feb 2010 00:00:00 +0000

A System for Unsupervised Extraction of Orthopaedic Parameters From CT Data

Sun, 01 Nov 2009 00:00:00 +0000

Multi-Object Segmentation With Coupled Deformable Models

Thu, 01 Oct 2009 00:00:00 +0000

Adaptive Tetrahedral Meshing for Personalized Cardiac Simulations

Tue, 15 Sep 2009 00:00:00 +0000

An Articulated Statistical Shape Model for Accurate Hip Joint Segmentation

Thu, 03 Sep 2009 00:00:00 +0000

Automatic Extraction of Mandibular Nerve and Bone From Cone Beam CT Data

Tue, 01 Sep 2009 00:00:00 +0000

3D Reconstruction of the Human Rib Cage From 2D Projection Images Using a Statistical Shape Model

Sun, 26 Jul 2009 00:00:00 +0000

Multi-Object Segmentation of Head Bones

Mon, 20 Jul 2009 00:00:00 +0000

Our implementation of the method described in this paper won the first prize in the category “Automatic Mandible Segmentation” at the MICCAI 2009 Grand Challenge on Head and Neck Segmentation.

Computergestützte Planung zur Chirurgischen Korrektur Von frühkindlichen Schädelfehlbildungen (Craniosynostosen)

Mon, 01 Jun 2009 00:00:00 +0000

Comparison and Evaluation of Methods for Liver Segmentation From CT Datasets

Tue, 10 Feb 2009 00:00:00 +0000

Variational and Statistical Shape Modeling for 3D Geometry Reconstruction

Tue, 28 Oct 2008 00:00:00 +0000

My doctoral thesis was also published by Verlag Dr. Hut under ISBN 978-3-89963-878-3.

The thesis was reviewed by Prof. Dr. Peter Deuflhard and Prof. Dr. Martin Rumpf. It received a “summa cum laude” distinction.

3D Ultrasound-CT Registration of the Liver Using Combined Landmark Intensity Information

Sun, 19 Oct 2008 00:00:00 +0000

Automatic Segmentation of the Pelvic Bones From CT Data Based on a Statistical Shape Model

Wed, 01 Oct 2008 00:00:00 +0000

Towards Model Based 3-D Reconstruction of the Human Rib Cage From Radiographs

Wed, 01 Oct 2008 00:00:00 +0000

Entwicklung einer Anpassungsstrategie zur Autosegmentierung des Gehirns der Honigbiene Apis Mellifera mittels einem Statistischen Formmodell

Tue, 30 Sep 2008 00:00:00 +0000

Extraction of Feature Lines on Surface Meshes Based on Discrete Morse Theory

Mon, 29 Sep 2008 00:00:00 +0000

Model-based autosegmentation of the central brain of the honeybee, Apis mellifera, using active shape models

Mon, 08 Sep 2008 00:00:00 +0000

Adaptive Remeshing of Non Manifold Surfaces

Mon, 01 Sep 2008 00:00:00 +0000

Visualizing Morphogenesis and Growth by Temporal Interpolation of Surface-Based 3D Atlases

Fri, 13 Jun 2008 00:00:00 +0000

Coupling Deformable Models for Multi Object Segmentation

Sun, 01 Jun 2008 00:00:00 +0000

Aufbau und Analyse eines Statistischen Formmodells des Gehirns der Honigbiene Apis Mellifera

Sat, 01 Mar 2008 00:00:00 +0000

Segmentation of Bony Structures With Ligament Attachment Sites

Sat, 01 Mar 2008 00:00:00 +0000

Validation Metrics for Non Rigid Registration of Medical Images Containing Vessel Trees

Sat, 01 Mar 2008 00:00:00 +0000

Computerassistierte Leberchirurgie: Wie Computer die Leber in Medizinischen Bilddaten automatisch erkennen

Tue, 01 Jan 2008 00:00:00 +0000

See this

press release by Matheon.

Adaptives Remeshing von Nicht-Mannigfaltigen Dreicksnetzen

Mon, 22 Oct 2007 00:00:00 +0000

A Method for the Three Dimensional Statistical Shape Analysis of the Bony Orbit

Sat, 01 Sep 2007 00:00:00 +0000

Shape-Constrained Automatic Segmentation of the Liver Based on a Heuristic Intensity Model

Sat, 01 Sep 2007 00:00:00 +0000

This work won the 2007 MICCAI 3D Segmentation Challenge in the category “Automatic Liver Segmentation” (see results).

Model Based Autosegmentation of Brain Structures in the Honeybee Apis Mellifera

Tue, 21 Aug 2007 00:00:00 +0000

Model-based Autosegmentation of Brain Structures in the Honeybee using Statistical Shape Models

Wed, 01 Aug 2007 00:00:00 +0000

A Distance Measure for Non Rigid Registration of Geometrical Models to Intensity Data

Tue, 19 Jun 2007 00:00:00 +0000

A New Class of Distance Measures for Registration of Tubular Models to Image Data

Thu, 01 Mar 2007 00:00:00 +0000

Modellgebundene Cranioplastie Operationstechnik zur Umformung frühkindlicher Schäüdeldeformitaeten unter Verwendung Dreidimensionaler Standardformmodelle

Tue, 12 Dec 2006 00:00:00 +0000

Atlas-based 3D-Shape Reconstruction from X-Ray Images

Sat, 26 Aug 2006 00:00:00 +0000

This work won the Karl-Heinz Höhne Preis from the GI Special Interest Group MedVis in 2008.

Automatic Segmentation of Mandibles in Low Dose CT Data

Sat, 20 May 2006 00:00:00 +0000

Is the Course of the Mandibular Nerve Deducible From the Shape of the Mandible?

Fri, 19 May 2006 00:00:00 +0000

Surgical Treatment of Craniosynostosis Based on a Statistical 3D Shape Model: First Clinical Application

Fri, 19 May 2006 00:00:00 +0000

Atlas-basierte 3D-Rekonstruktion des Beckens aus 2D-Projektionsbildern

Wed, 01 Mar 2006 00:00:00 +0000

This work won the Karl-Heinz Höhne Preis from the GI Special Interest Group MedVis in 2008.

Consistent Cell Decomposition of Homeomorphic Simplicial Surfaces

Sun, 22 Jan 2006 00:00:00 +0000

Registration of different phases of contrast‐enhanced CT/MRI data for computer‐assisted liver surgery planning: Evaluation of state‐of‐the‐art methods

Tue, 03 Jan 2006 00:00:00 +0000

Medical Applications for Statistical 3D Shape Models

Sat, 01 Oct 2005 00:00:00 +0000

This paper won the “Best Podium Presentation” award at the CAS-Head International Conference in June 2005 in Berlin.

Capturing Anatomical Shape Variability Using B-Spline Registration

Fri, 01 Jul 2005 00:00:00 +0000

Reconstruction of Mandibular Dysplasia Using a Statistical 3D Shape Model

Wed, 22 Jun 2005 00:00:00 +0000

Registration of Portal and Hepatic Venous Phase of MR/CT Data for Computer Assisted Liver Surgery Planning

Wed, 22 Jun 2005 00:00:00 +0000

Statistical Shape Modeling for Craniosynostosis Planning

Wed, 01 Jun 2005 00:00:00 +0000

Volumetrische Registrierung Zur Medizinischen Bildanalyse

Tue, 07 Dec 2004 00:00:00 +0000

Registration of Different Phases of Contrast Enhanced MR Data for Liver Surgery

Fri, 01 Oct 2004 00:00:00 +0000

Augmenting Intraoperative 3D Ultrasound with Preoperative Models for Navigation in Liver Surgery

Wed, 01 Sep 2004 00:00:00 +0000

Ultrasound Based Navigation System Incorporating Preoperative Planning for Liver Surgery

Wed, 02 Jun 2004 00:00:00 +0000

Technical Aspects and Results of Surgery for Craniosynostosis

Tue, 01 Jun 2004 00:00:00 +0000

The Impact of Segmentation Accuracy on Treatment Planning for Regional Hyperthermia

Tue, 01 Jun 2004 00:00:00 +0000

A 3D Statistical Shape Model of the Pelvic Bone for Segmentation

Wed, 12 May 2004 00:00:00 +0000

Das Korrespondenzproblem für Statistische 3D-Formmodelle in Biomedizinischen Anwendungen

Thu, 29 Apr 2004 00:00:00 +0000

Computerunterstützte Prothesenkonstruktion mittels statistischem Formmodell bei Beckenresektion

Mon, 01 Mar 2004 00:00:00 +0000

Visualization of the Variability of 3D Statistical Shape Models by Animation

Sun, 01 Feb 2004 00:00:00 +0000

Ein Softwarepaket für die modellbasierte Segmentierung anatomischer Strukturen

Sat, 01 Mar 2003 00:00:00 +0000

Erzeugung statistischer 3D-Formmodelle zur Segmentierung medizinischer Bilddaten

Sat, 01 Mar 2003 00:00:00 +0000

Automatic Segmentation of the Liver for Preoperative Planning of Resections

Sat, 01 Feb 2003 00:00:00 +0000

A Statistical Shape Model of the Pelvic Bone for Segmentation

Wed, 01 Jan 2003 00:00:00 +0000

Automatische Segmentierung von Lebergewebe für die Präoperative Planung von Resektionen

Sat, 05 Oct 2002 00:00:00 +0000

From Image Data to Three Dimensional Models Case Studies on the Impact of 3D Patient Models

Tue, 01 Oct 2002 00:00:00 +0000

A Statistical Shape Model for the Liver

Tue, 01 Jan 2002 00:00:00 +0000

Die Chirale Dynamik der starken Wechselwirkung und das Lineare Quark Meson Modell

Sat, 17 Jun 2000 17:38:25 +0200

My master thesis was supervised by Prof. Christof Wetterich.

Dosismessungen bei Pendelbestrahlung mit kleinen und sehr kleinen Feldern an einem kreiszylindrischen Phantom

Tue, 08 Aug 1944 00:00:00 +0000

This is the doctoral thesis of my grandfather. It is an interesting coincidence that he was working on X-ray systems, as I am now working with X-ray images…