Alexander Bigalke

PhD student, University of Lübeck Institute of Medical Informatics

Joined

April 2021

Names

Alexander Bigalke (Preferred)

Emails

****@uni-luebeck.de (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

PhD student

University of Lübeck Institute of Medical Informatics (imi.uni-luebeck.de)

2020 – Present

MS student

Heidelberg University, Ruprecht-Karls-Universität Heidelberg (iwr.uni-heidelberg.de)

2017 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Fast forward: Rephrasing 3D deformable image registration through density alignment and splatting
Mattias P Heinrich, Alexander Bigalke, Lasse Hansen
- MIDL 2025 Poster
- Readers: Everyone
Lung250M-4B: A Combined 3D Dataset for CT- and Point Cloud-Based Intra-Patient Lung Registration
Fenja Falta, Christoph Großbröhmer, Alessa Hering, Alexander Bigalke, Mattias P Heinrich
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
A novel Mean Teacher framework for domain adaptive lung registration
Alexander Bigalke, Lasse Hansen, Mattias P Heinrich
- 08 May 2022 (modified: 05 May 2023)
- WBIR 2022 Short
- Readers: Everyone
DeepSTAPLE: Learning to predict multimodal registration quality for unsupervised domain adaptation
Christian Weihsbach, Alexander Bigalke, Christian N. Kruse, Hellena Hempe, Mattias P Heinrich
- Published: 22 Feb 2022, Last Modified: 05 May 2023
- WBIR 2022
- Readers: Everyone
Adapting the Mean Teacher for Keypoint-Based Lung Registration Under Geometric Domain Shifts
Alexander Bigalke, Lasse Hansen, Mattias P. Heinrich
- 2022 (modified: 04 Nov 2022)
- MICCAI (6) 2022
- Readers: Everyone
Support Point Sets for Improving Contactless Interaction in Geometric Learning for Hand Pose Estimation
Niklas Hermes, Lasse Hansen, Alexander Bigalke, Mattias P. Heinrich
- 2022 (modified: 04 Nov 2022)
- Bildverarbeitung für die Medizin 2022
- Readers: Everyone
Domain adaptation through anatomical constraints for 3d human pose estimation under the cover
Alexander Bigalke, Lasse Hansen, Jasper Diesel, Mattias P Heinrich
- Published: 28 Feb 2022, Last Modified: 16 May 2023
- MIDL 2022
- Readers: Everyone
Fusing Posture and Position Representations for Point Cloud-Based Hand Gesture Recognition
Alexander Bigalke, Mattias P. Heinrich
- 2021 (modified: 04 Nov 2022)
- 3DV 2021
- Readers: Everyone
End-to-end Learning of Body Weight Prediction from Point Clouds with Basis Point Sets
Alexander Bigalke, Lasse Hansen, Mattias P. Heinrich
- 2021 (modified: 04 Nov 2022)
- Bildverarbeitung für die Medizin 2021
- Readers: Everyone
Seeing under the cover with a 3D U-Net: point cloud-based weight estimation of covered patients
Alexander Bigalke, Lasse Hansen, Jasper Diesel, Mattias P. Heinrich
- 2021 (modified: 04 Nov 2022)
- Int. J. Comput. Assist. Radiol. Surg. 2021
- Readers: Everyone