dr. ir. Danilo Babin

Book Chapter

Advancing Medical Education and Planning Through Extended Reality: A Mini Review of XR Applications in Medicine

Irena Galić, Marija Habijan, Marin Benčević, Juraj Perić, Hrvoje Leventić, Krešimir Romić, Ivana Hartmann Tolić, Robert Šojo, Aleksandra Pizurica (UGent) , Danilo Babin (UGent) , et al.

(2025) Communications in Computer and Information Science. In Digital Transformation in Education and Artificial Intelligence Application p.268-282

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Clinical validation of deep learning for real-time tissue oxygenation estimation using spectral imaging

Jens De Winne (UGent) , Siri Willems, Siri Luthman, Danilo Babin (UGent) , Hiep Luong (UGent) and Wim Ceelen (UGent)

(2025) Medical Image Computing and Computer Assisted Intervention : MICCAI 2025 28th International Conference, Daejeon, Proceedings, Part X. In Lecture notes in computer science 15969. p.119-126

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Microcatheter tracking in the cerebral circulation for planning of arteriovenous malformation embolization using CNN

Mohammadjavad Sedghizadeh (UGent) , Jessie Duquesne (UGent) , Elisabeth Dhondt (UGent) , Luc Defreyne (UGent) , Uri Singfer, Vincent Keereman (UGent) , Peter Vanlangenhove (UGent) , Charlotte Debbaut (UGent) and Danilo Babin (UGent)

(2025) 47th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2025), Abstracts.

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Multiphase modelling of liquid embolic agent injection for AVM embolization : a feasibility study

Jessie Duquesne (UGent) , Kaat Wille (UGent) , Mohammadjavad Sedghizadeh (UGent) , Danilo Babin (UGent) , Vincent Keereman (UGent) , Luc Defreyne (UGent) , Elisabeth Dhondt (UGent) , Peter Vanlangenhove (UGent) and Charlotte Debbaut (UGent)

(2025) 20th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (CMBBE 2025), Abstracts.

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Journal Article
A1
open access

Artificial intelligence outperforms humans in morphology-based oocyte selection in cattle

Annelies Raes (UGent) , Danilo Babin (UGent) , Osvaldo Américo Bogado Pascottini (UGent) , Geert Opsomer (UGent) , Ann Van Soom (UGent) and Katrien Smits (UGent)

(2025) SCIENTIFIC REPORTS. 15(1).

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Artificial intelligence algorithm for detection of erosions and ankylosis on CT scans including the sacroiliac joints : multicentre development and validation of real-world detection performance

Thomas Van Den Berghe (UGent) , Danilo Babin (UGent) , Min Chen, Victor Mylle, Axel Vlaminck, Ruben Verhack, Larsen D'hiet, Martijn Callens, Denim Brack, Helena Maes (UGent) , et al.

(2025) Annual Congress ESSR & SIMS Joint Meeting 2025, Abstracts.

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Conference Paper
C1
open access

Real-time assessment of graft oxygenation and perfusion using spectral imaging for improved outcome in esophageal cancer surgery

Jens De Winne (UGent) , Danilo Babin (UGent) , Hiep Luong (UGent) , Siri Luthman, Elke Van Daele (UGent) , Hanne Vanommeslaeghe (UGent) and Wim Ceelen (UGent)

(2025) Optical Biopsy XXIII : toward real-time spectroscopic imaging and diagnosis. In Proceedings of SPIE 13311.

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Journal Article
A1
open access

Real-time multispectral imaging for intraoperative monitoring of coronary artery bypass graft patency

Jens De Winne (UGent) , Danilo Babin (UGent) , Hiep Luong (UGent) , Siri Luthman, Aleksandar M. Milosavljević, Živojin Jonjev, Jan Hrubik and Lazar Velicki

(2025) JOURNAL OF BIOMEDICAL OPTICS. 30(3).

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Journal Article
A1
open access

Large scale in vivo acquisition, segmentation and 3D reconstruction of cortical vasculature using μDoppler ultrasound imaging

Anoek Strumane (UGent) , Théo Lambert, Jan Aelterman (UGent) , Danilo Babin (UGent) , Gabriel Montaldo, Wilfried Philips (UGent) , Clément Brunner and Alan Urban

(2025) NEUROINFORMATICS. 23(1).

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Deep learning-based microcatheter localization in the brain for pretreatment planning of arteriovenous malformation embolization

Mohammadjavad Sedghizadeh (UGent) , Jessie Duquesne (UGent) , Elisabeth Dhondt (UGent) , Luc Defreyne (UGent) , Uri Singfer, Vincent Keereman (UGent) , Peter Vanlangenhove (UGent) , Charlotte Debbaut (UGent) and Danilo Babin (UGent)

(2024) 2024 FEA Research Symposium, Abstracts.

Academic Bibliography

dr. ir. Danilo Babin

Advancing Medical Education and Planning Through Extended Reality: A Mini Review of XR Applications in Medicine

Clinical validation of deep learning for real-time tissue oxygenation estimation using spectral imaging

Microcatheter tracking in the cerebral circulation for planning of arteriovenous malformation embolization using CNN

Multiphase modelling of liquid embolic agent injection for AVM embolization : a feasibility study

Artificial intelligence outperforms humans in morphology-based oocyte selection in cattle

Artificial intelligence algorithm for detection of erosions and ankylosis on CT scans including the sacroiliac joints : multicentre development and validation of real-world detection performance

Real-time assessment of graft oxygenation and perfusion using spectral imaging for improved outcome in esophageal cancer surgery

Real-time multispectral imaging for intraoperative monitoring of coronary artery bypass graft patency

Large scale in vivo acquisition, segmentation and 3D reconstruction of cortical vasculature using μDoppler ultrasound imaging

Deep learning-based microcatheter localization in the brain for pretreatment planning of arteriovenous malformation embolization

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