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CATS v2: hybrid encoders for robust medical segmentation

https://doi.org/10.1117/12.3006820

Li, Hao; Liu, Han; Hu, Dewei; Yao, Xing; Wang, Jiacheng; Oguz, Ipek (April 2024, SPIE)
Colliot, Olivier; Mitra, Jhimli (Ed.)
Full Text Available
Investigating the impact of class-dependent label noise in medical image classification

https://doi.org/10.1117/12.2654420

Khanal, Bidur; Hasan, S.M. Kamrul; Khanal, Bishesh; Linte, Cristian A. (April 2023, Proc SPIE Medical Imaging)
Išgum, Ivana; Colliot, Olivier (Ed.)
Full Text Available
Time-distance vision transformers in lung cancer diagnosis from longitudinal computed tomography

https://doi.org/10.1117/12.2653911

Li, Thomas Z.; Xu, Kaiwen; Gao, Riqiang; Tang, Yucheng; Lasko, Thomas A.; Maldonado, Fabien; Sandler, Kim L.; Landman, Bennett A. (April 2023, SPIE Medical Imaging)
Išgum, Ivana; Colliot, Olivier (Ed.)
Full Text Available
Classification of global microglia proliferation based on deep learning with local images

https://doi.org/10.1117/12.2611581

Morera, Hunter; Dave, Palak; Kolinko, Yaroslav; Allen, Kurtis; Alahmari, Saeed; Goldgof, Dmitry; Hall, Lawrence O.; Mouton, Peter R. (April 2022, Medical Imaging 2022: Image Processing)
Išgum, Ivana; Colliot, Olivier (Ed.)
Full Text Available
Multimodal neuroimaging in pediatric type 1 diabetes: a pilot multisite feasibility study of acquisition quality, motion, and variability

https://doi.org/10.1117/12.2611553

Cai, Leon Y.; Tanase, Costin; Anderson, Adam W.; Ramadass, Karthik; Rheault, Francois; Lee, Chelsea A.; Patel, Niral J.; Jones, Sky; LeStourgeon, Lauren M.; Mahon, Alix; et al (April 2022, Proceedings of the SPIE)
Išgum, Ivana; Colliot, Olivier (Ed.)
Full Text Available
Efficient quality control with mixed CT and CTA datasets

https://doi.org/10.1117/12.2607406

Remedios, Lucas W.; Cai, Leon Y.; Hansen, Colin B.; Remedios, Samuel W.; Landman, Bennett (April 2022, Proceedings of the SPIE)
Išgum, Ivana; Colliot, Olivier (Ed.)
Full Text Available
Joint independent component analysis for hypothesizing spatiotemporal relationships between longitudinal gray and white matter changes in preclinical Alzheimer’s disease

https://doi.org/10.1117/12.2611562

Cai, Leon Y.; Rheault, Francois; Kerley, Cailey I.; Aboud, Katherine S.; Beason-Held, Lori L.; Shafer, Andrea T.; Resnick, Susan M.; Jordan, Lori C.; Anderson, Adam W.; Schilling, Kurt G.; et al (April 2022, Proceedings of the SPIE)
Išgum, Ivana; Colliot, Olivier (Ed.)
Full Text Available
Evaluating the capacity of deep generative models to reproduce measurable high-order spatial arrangements in diagnostic images

https://doi.org/10.1117/12.2611807

Deshpande, Rucha; Anastasio, Mark A.; Brooks, Frank J. (April 2022, SPIE 12032, Medical Imaging 2022: Image Processing, 120321X (4 April 2022))
Išgum, Ivana; Colliot, Olivier (Ed.)
Full Text Available
Quantification of muscle, bones, and fat on single slice thigh CT

https://doi.org/10.1117/12.2611664

Yang, Qi; Yu, Xin; Lee, Ho Hin; Tang, Yucheng; Bao, Shunxing; Gravenstein, Kris S.; Moore, Ann Zenobia; Makrogiannis, Sokratis; Ferrucci, Luigi; Landman, Bennett A. (April 2022, Proceedings of the SPIE)
Išgum, Ivana; Colliot, Olivier (Ed.)
Full Text Available
Automated macular OCT retinal surface segmentation in cases of severe glaucoma using deep learning

https://doi.org/10.1117/12.2611859

Xie, Hui; Wang, Jui-Kai; Kardon, Randy H.; Garvin, Mona K.; Wu, Xiaodong (April 2022, Proc. SPIE 12032, Medical Imaging 2022: Image Processing)
Išgum, Ivana; Colliot, Olivier (Ed.)
Full Text Available

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