Fenja Falta

11 papers A* 1Journal 2Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRe: Joint Optimization with Contrastive Learning for Medical Image Registration.
CoRR
Eytan Kats, Christoph Großbröhmer, Ziad Al-Haj Hemidi, Fenja Falta, Wiebke Heyer, Mattias P. Heinrich
2026 J jnl
Don't Mind the Gaps: Implicit Neural Representations for Resolution-Agnostic Retinal OCT Analysis.
CoRR
Bennet Kahrs, Julia Andresen, Fenja Falta, Monty Santarossa, Heinz Handels, Timo Kepp
2025 — conf
Bridging Gaps in Retinal Imaging - Fusing OCT and SLO Information with Implicit Neural Representations for Improved Interpolation and Segmentation.
Bildverarbeitung für die Medizin
Timo Kepp, Julia Andresen, Fenja Falta, Heinz Handels
2025 — conf
Robust Statistical Shape Modelling with Implicit Neural Representations.
Bildverarbeitung für die Medizin
Christoph Großbröhmer, Fenja Falta, Ron Keuth, Timo Kepp, Mattias P. Heinrich
2024 — conf
Abstract: Combined 3D Dataset for CT- and Point Cloud-based Intra-patient Lung Registration Lung250M-4B.
Bildverarbeitung für die Medizin
Fenja Falta, Christoph Großbröhmer, Alessa Hering, Alexander Bigalke, Mattias P. Heinrich
2024 — conf
Addressing the Bias of the Dice Coefficient - Semantic Segmentation of Peripheral Airways in Lung CT.
Bildverarbeitung für die Medizin
Fenja Falta, Mattias P. Heinrich, Marian Himstedt
2024 — conf
SINA: Sharp Implicit Neural Atlases by Joint Optimisation of Representation and Deformation.
WBIR
Christoph Großbröhmer, Ziad Al-Haj Hemidi, Fenja Falta, Mattias P. Heinrich
2024 — conf
Unleashing Registration: Diffusion Models for Synthetic Paired 3D Training Data.
WBIR
Fenja Falta, Wiebke Heyer, Christoph Großbröhmer, Mattias P. Heinrich
2023 A* conf
Lung250M-4B: A Combined 3D Dataset for CT- and Point Cloud-Based Intra-Patient Lung Registration.
NeurIPS
Fenja Falta, Christoph Großbröhmer, Alessa Hering, Alexander Bigalke, Mattias P. Heinrich
2022 — conf
Learning Iterative Optimisation for Deformable Image Registration of Lung CT with Recurrent Convolutional Networks.
MICCAI (6)
Fenja Falta, Lasse Hansen, Mattias P. Heinrich
2022 — conf
Learning an Airway Atlas from Lung CT Using Semantic Inter-patient Deformable Registration.
Bildverarbeitung für die Medizin
Fenja Falta, Lasse Hansen, Marian Himstedt, Mattias P. Heinrich