Philipp Fürnstahl

Orcid: 0000-0001-6484-6206

Affiliations:
  • Balgrist University Hospital, Zurich, Switzerland


According to our database1, Philipp Fürnstahl authored at least 47 papers between 2005 and 2025.

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

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2025
SafeRPlan: Safe deep reinforcement learning for intraoperative planning of pedicle screw placement.
Medical Image Anal., 2025

2024
Deep-learning based 3D reconstruction of lower limb bones from biplanar radiographs for preoperative osteotomy planning.
Int. J. Comput. Assist. Radiol. Surg., September, 2024

Automatic registration with continuous pose updates for marker-less surgical navigation in spine surgery.
Medical Image Anal., January, 2024

Domain adaptation strategies for 3D reconstruction of the lumbar spine using real fluoroscopy data.
Medical Image Anal., 2024

Virtual Reality for Immersive Education in Orthopedic Surgery Digital Twins.
CoRR, 2024

Reducing residual forces in spinal fusion using a custom-built rod bending machine.
Comput. Methods Programs Biomed., 2024

Spatial Context Awareness in Surgery Through Sound Source Localization.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Creating a Digital Twin of Spinal Surgery: A Proof of Concept.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
State-of-the-Art of Non-Radiative, Non-Visual Spine Sensing with a Focus on Sensing Forces, Vibrations and Bioelectrical Properties: A Systematic Review.
Sensors, October, 2023

Automatic breach detection during spine pedicle drilling based on vibroacoustic sensing.
Artif. Intell. Medicine, October, 2023

Robot-assisted ultrasound reconstruction for spine surgery: from bench-top to pre-clinical study.
Int. J. Comput. Assist. Radiol. Surg., September, 2023

Translation of Medical AR Research into Clinical Practice.
J. Imaging, 2023

Automatic 3D Postoperative Evaluation of Complex Orthopaedic Interventions.
J. Imaging, 2023

Automatic registration with continuous pose updates for marker-less surgical navigation in spine surgery.
CoRR, 2023

Safe Deep RL for Intraoperative Planning of Pedicle Screw Placement.
CoRR, 2023

Next-generation Surgical Navigation: Multi-view Marker-less 6DoF Pose Estimation of Surgical Instruments.
CoRR, 2023

How different augmented reality visualizations for drilling affect trajectory deviation, visual attention, and user experience.
Int. J. Comput. Assist. Radiol. Surg., 2023

2022
Marker-free surgical navigation of rod bending using a stereo neural network and augmented reality in spinal fusion.
Medical Image Anal., 2022

X23D - Intraoperative 3D Lumbar Spine Shape Reconstruction Based on Sparse Multi-View X-ray Data.
J. Imaging, 2022

Improved Techniques for the Conditional Generative Augmentation of Clinical Audio Data.
CoRR, 2022

Sonification as a Reliable Alternative to Conventional Visual Surgical Navigation.
CoRR, 2022

Conditional Generative Data Augmentation for Clinical Audio Datasets.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021
Active learning for segmentation based on Bayesian sample queries.
Knowl. Based Syst., 2021

SpineDepth: A Multi-Modal Data Collection Approach for Automatic Labelling and Intraoperative Spinal Shape Reconstruction Based on RGB-D Data.
J. Imaging, 2021

Towards markerless surgical tool and hand pose estimation.
Int. J. Comput. Assist. Radiol. Surg., 2021

Acoustic-Based Spatio-Temporal Learning for Press-Fit Evaluation of Femoral Stem Implants.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

A New Approach to Orthopedic Surgery Planning Using Deep Reinforcement Learning and Simulation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020
An automatic genetic algorithm framework for the optimization of three-dimensional surgical plans of forearm corrective osteotomies.
Medical Image Anal., 2020

Automatic Modelling of Human Musculoskeletal Ligaments - Framework Overview and Model Quality Evaluation.
CoRR, 2020

Registration made easy - standalone orthopedic navigation with HoloLens.
CoRR, 2020

pix2xray: converting RGB images into X-rays using generative adversarial networks.
Int. J. Comput. Assist. Radiol. Surg., 2020

Pivot calibration concept for sensor attached mobile c-arms.
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

2019
Pedicle screw navigation using surface digitization on the Microsoft HoloLens.
Int. J. Comput. Assist. Radiol. Surg., 2019

2018
A scale-space curvature matching algorithm for the reconstruction of complex proximal humeral fractures.
Medical Image Anal., 2018

Registration of 3D freehand ultrasound to a bone model for orthopedic procedures of the forearm.
Int. J. Comput. Assist. Radiol. Surg., 2018

Active Learning for Segmentation by Optimizing Content Information for Maximal Entropy.
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018

Learn the New, Keep the Old: Extending Pretrained Models with New Anatomy and Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Fully Automatic Planning of Total Shoulder Arthroplasty Without Segmentation: A Deep Learning Based Approach.
Proceedings of the Computational Methods and Clinical Applications in Musculoskeletal Imaging, 2018

2017
Interactive segmentation in MRI for orthopedic surgery planning: bone tissue.
Int. J. Comput. Assist. Radiol. Surg., 2017

A Time Saver: Optimization Approach for the Fully Automatic 3D Planning of Forearm Osteotomies.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016
Regression forest-based automatic estimation of the articular margin plane for shoulder prosthesis planning.
Medical Image Anal., 2016

2014
Automatic string generation for estimating in vivo length changes of the medial patellofemoral ligament during knee flexion.
Medical Biol. Eng. Comput., 2014

2013
3D Analysis of the Proximal Interphalangeal Joint Kinematics during Flexion.
Comput. Math. Methods Medicine, 2013

2012
Computer assisted reconstruction of complex proximal humerus fractures for preoperative planning.
Medical Image Anal., 2012

2009
Quantifying perception of nonlinear elastic tissue models using multidimensional scaling.
Proceedings of the World Haptics 2009, 2009

2008
Automatic and robust forearm segmentation using graph cuts.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2005
Geometrical Accuracy of Bayer Pattern Images.
Proceedings of the 13-th International Conference in Central Europe on Computer Graphics, 2005


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