Sandy Engelhardt

Orcid: 0000-0001-8816-7654

Affiliations:
  • University of Heidelberg, Germany


According to our database1, Sandy Engelhardt authored at least 65 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Surgical phase and instrument recognition: how to identify appropriate dataset splits.
Int. J. Comput. Assist. Radiol. Surg., April, 2024

An ex-vivo and in-vitro dynamic simulator for surgical and transcatheter mitral valve interventions.
Int. J. Comput. Assist. Radiol. Surg., March, 2024

Multi-Modal Dataset Creation for Federated~Learning with DICOM Structured Reports.
CoRR, 2024

Federated Foundation Model for Cardiac CT Imaging.
CoRR, 2024

Unconditional Latent Diffusion Models Memorize Patient Imaging Data.
CoRR, 2024

FUNAvg: Federated Uncertainty Weighted Averaging for Datasets with Diverse Labels.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Latent Pollution Model: The Hidden Carbon Footprint in 3D Image Synthesis.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2024

Towards Unified Multi-modal Dataset Creation for Deep Learning Utilizing Structured Reports.
Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

Effect of Training Epoch Number on Patient Data Memorization in Unconditional Latent Diffusion Models.
Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

2023
mvHOTA: A multi-view higher order tracking accuracy metric to measure temporal and spatial associations in multi-point tracking.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., July, 2023

Interactive visual exploration of surgical process data.
Int. J. Comput. Assist. Radiol. Surg., January, 2023

Why is the winner the best?
CoRR, 2023

Comparative evaluation of three commercially available markerless depth sensors for close-range use in surgical simulation.
Int. J. Comput. Assist. Radiol. Surg., 2023

Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis.
Proceedings of the Deep Generative Models - Third MICCAI Workshop, 2023

Why is the Winner the Best?
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Mutually Improved Endoscopic Image Synthesis and Landmark Detection in Unpaired Image-to-Image Translation.
IEEE J. Biomed. Health Informatics, 2022

Posterior temperature optimized Bayesian models for inverse problems in medical imaging.
Medical Image Anal., 2022

Biomedical image analysis competitions: The state of current participation practice.
CoRR, 2022

Medical Diffusion - Denoising Diffusion Probabilistic Models for 3D Medical Image Generation.
CoRR, 2022

mvHOTA: A multi-view higher order tracking accuracy metric to measure spatial and temporal associations in multi-point detection.
CoRR, 2022

Self-supervised Motion Descriptor for Cardiac Phase Detection in 4D CMR Based on Discrete Vector Field Estimations.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

Content-Aware Differential Privacy with Conditional Invertible Neural Networks.
Proceedings of the Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health, 2022

Comparison of Evaluation Metrics for Landmark Detection in CMR Images.
Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

Abstract: M<sup>2</sup>aia: Mass Spectrometry Imaging Applications for Interactive Analysis in MITK.
Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

Comparison of Depth Estimation Setups from Stereo Endoscopy and Optical Tracking for Point Measurements.
Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

2021
Unsupervised Domain Adaptation From Axial to Short-Axis Multi-Slice Cardiac MR Images by Incorporating Pretrained Task Networks.
IEEE Trans. Medical Imaging, 2021

Point detection through multi-instance deep heatmap regression for sutures in endoscopy.
Int. J. Comput. Assist. Radiol. Surg., 2021

Heatmap-based 2D Landmark Detection with a Varying Number of Landmarks.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020
Temporal Views of Flattened Mitral Valve Geometries.
IEEE Trans. Vis. Comput. Graph., 2020

A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging.
CoRR, 2020

How well do U-Net-based segmentation trained on adult cardiac magnetic resonance imaging data generalise to rare congenital heart diseases for surgical planning?
CoRR, 2020

Mitral valve flattening and parameter mapping for patient-specific valve diagnosis.
Int. J. Comput. Assist. Radiol. Surg., 2020

Towards augmented reality-based suturing in monocular laparoscopic training.
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

How well do U-Net-based segmentation trained on adult cardiac magnetic resonance imaging data generalize to rare congenital heart diseases for surgical planning?
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

Abstract: Generative Adversarial Networks for Stereoscopic Hyperrealism in Surgical Training.
Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020

2019
Flexible and Comprehensive Patient-Specific Mitral Valve Silicone Models with Chordae Tendinae Made From 3D-Printable Molds.
CoRR, 2019

Flexible and comprehensive patient-specific mitral valve silicone models with chordae tendineae made from 3D-printable molds.
Int. J. Comput. Assist. Radiol. Surg., 2019

Multimodal image registration of pre- and intra-interventional data for surgical planning of transarterial chemoembolisation.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Generating Large Labeled Data Sets for Laparoscopic Image Processing Tasks Using Unpaired Image-to-Image Translation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Cross-Domain Conditional Generative Adversarial Networks for Stereoscopic Hyperrealism in Surgical Training.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Mitral Valve Quantification at a Glance - Flattening Patient-Specific Valve Geometry.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

Improving Surgical Training Phantoms by Hyperrealism: Deep Unpaired Image-to-Image Translation from Real Surgeries.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

2018
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
IEEE Trans. Medical Imaging, 2018

AR in VR: assessing surgical augmented reality visualizations in a steerable virtual reality environment.
Int. J. Comput. Assist. Radiol. Surg., 2018

Segmentation of the Left Atrium from 3D Gadolinium-Enhanced MR Images with Convolutional Neural Networks.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018

Elastic Mitral Valve Silicone Replica Made from 3D-Printable Molds Offer Advanced Surgical Training.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

2017
What does it all mean? Capturing Semantics of Surgical Data and Algorithms with Ontologies.
CoRR, 2017

Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation and Domain Specific Features.
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017

2016
Comprehensive patient-specific information preprocessing for cardiac surgery simulations.
Int. J. Comput. Assist. Radiol. Surg., 2016

Accuracy evaluation of a mitral valve surgery assistance system based on optical tracking.
Int. J. Comput. Assist. Radiol. Surg., 2016

Cognitive tools pipeline for assistance of mitral valve surgery.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

Endoscopic feature tracking for augmented-reality assisted prosthesis selection in mitral valve repair.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

Statistische 3D-Formmodelle mit verteilter Erscheinungsmodellierung - Segmentierung per Abstimmung.
Proceedings of the Bildverarbeitung für die Medizin 2016 - Algorithmen - Systeme, 2016

2015
Toward knowledge-based liver surgery: holistic information processing for surgical decision support.
Int. J. Comput. Assist. Radiol. Surg., 2015

Integration of a biomechanical simulation for mitral valve reconstruction into a knowledge-based surgery assistance system.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

Towards Automatic Assessment of the Mitral Valve Coaptation Zone from 4D Ultrasound.
Proceedings of the Functional Imaging and Modeling of the Heart, 2015

2014
Intraoperative measurements on the mitral apparatus using optical tracking: a feasibility study.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

Augmented Reality-Enhanced Endoscopic Images for Annuloplasty Ring Sizing.
Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2014

Integration einer Biomechanischen Simulation zur Unterstützung von Mitralklappen-Rekonstruktionen in ein Wissensbasiertes Assistenzsystem.
Proceedings of the 13. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2014

A New Method for Intraoperative Quantification of Mitral Leaflet Segment Prolapse.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Gestaltung patientenspezifischer Annuloplastieringe.
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

Vermessung des Mitralapparats mit einem optisch getrackten Zeigeinstrument für die virtuelle Annuloplastie.
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

2011
Multimodal visualizations for pre-operative neurosurgical planning.
Proceedings of the 41. Jahrestagung der Gesellschaft für Informatik, 2011

2010
Features for Classification of Polyps in Colonoscopy.
Proceedings of the Bildverarbeitung für die Medizin 2010 - Algorithmen - Systeme, 2010

2009
MoleARlert - an augmented reality game based on Lemmings.
Proceedings of the Science & Technology Proceedings, 2009


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