Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound

Yiming Chen, Niharika Shimona D'Souza, Akshith Mandepally, Patrick Henninger, Satyananda Kashyap, Neerav Karani, Neel Dey, Marcos Zachary, Raed Rizq, Paul Chouinard, Polina Golland, Tanveer F. Syeda-Mahmood. Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound. In Xuanang Xu, Zhiming Cui, Islem Rekik, Xi Ouyang, Kaicong Sun, editors, Machine Learning in Medical Imaging - 15th International Workshop, MLMI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings, Part I. Volume 15241 of Lecture Notes in Computer Science, pages 300-309, Springer, 2024. [doi]

Authors

Yiming Chen

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Niharika Shimona D'Souza

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Akshith Mandepally

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Patrick Henninger

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Satyananda Kashyap

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Neerav Karani

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Neel Dey

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Marcos Zachary

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Raed Rizq

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Paul Chouinard

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Polina Golland

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Tanveer F. Syeda-Mahmood

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