@conference {2478,
	title = {Direct deformation estimation with recurrent inference machines for longitudinal MRI},
	year = {2026},
	publisher = {International Society for Magnetic Resonance in Medicine},
	abstract = {Recently, Delta-MRI was proposed to estimate longitudinal anatomical changes from accelerated follow-up MRI scans. Delta-MRI, however, suffers from long computation times and requires user-defined regularisation. To develop a time-efficient Delta-MRI framework without user-defined regularisation. Delta-MRI is augmented with recurrent inference machines (RIMs) that incorporate a physics-based forward model and learn to solve the inverse problem of estimating anatomical changes directly from a reference image and undersampled follow-up scans, while jointly learning an implicit prior. RIM-augmented Delta-MRI outperforms conventional Delta-MRI in terms of follow-up image quality (PSNR gain: 2 dB), reconstruction speed (100x), and user-friendliness (no user-defined regularisation).},
	author = {Jonas Maes and Jana Osstyn and Matthan Caan and Arnold Jan den Dekker and Jan Sijbers}
}
@article {2380,
	title = {Methods and systems for determining an anatomical reconstruction of a broken bone},
	year = {2024},
	edition = {WO2024068984A1},
	chapter = {PCT/EP2023/077151},
	author = {Jan Sijbers and Femke Danckaers and Jana Osstyn}
}
@inproceedings {2327,
	title = {Statistical shape model guided virtual reduction of displaced distal radius fractures},
	booktitle = {IEEE International Symposium on Biomedical Imaging},
	year = {2024},
	pages = {1-5},
	address = {Athens, Greece},
	doi = {10.1109/ISBI56570.2024.10635672},
	author = {Jana Osstyn and Femke Danckaers and A Verstreken and Annemieke Van Haver and Matthias Vanhees and Jan Sijbers}
}
@inproceedings {2282,
	title = {Automated virtual reduction of displaced distal radius fractures},
	booktitle = {IEEE International Symposium on Biomedical Imaging},
	year = {2023},
	pages = {1-4},
	address = {Cartagena, Colombia},
	doi = {10.1109/ISBI53787.2023.10230399},
	author = {Jana Osstyn and Femke Danckaers and Annemieke Van Haver and Jose Oramas and Matthias Vanhees and Jan Sijbers}
}
