Pascal N. Tyrrell

11 papers B 2Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Enabling Uncertainty Measurement in Multi-subregion Tumor Segmentation: BraTS 2025 Pediatrics.
BraTS-Lighthouse/AIMS-TBI@MICCAI (1)
Khashayar Namdar, Saeidehsadat Mirjalili, Sangwook Kim, Dominik Deniffel, Keith Brunt, Leo Anthony Celi, Michael D. Cusimano, Pascal N. Tyrrell
2025 J jnl
Leveraging domain knowledge for synthetic ultrasound image generation: a novel approach to rare disease AI detection.
Int. J. Comput. Assist. Radiol. Surg.
M. Mendez, Felipe Castillo, L. Probyn, S. Kras, Pascal N. Tyrrell
2024 — conf
NeRF-US: Removing Ultrasound Imaging Artifacts from Neural Radiance Fields in the Wild.
MLHC
Rishit Dagli, Atsuhiro Hibi, Rahul G. Krishnan, Pascal N. Tyrrell
2024 J jnl
NeRF-US: Removing Ultrasound Imaging Artifacts from Neural Radiance Fields in the Wild.
CoRR
Rishit Dagli, Atsuhiro Hibi, Rahul G. Krishnan, Pascal N. Tyrrell
2024 J jnl
Using diffusion models to generate synthetic labeled data for medical image segmentation.
Int. J. Comput. Assist. Radiol. Surg.
Daniel G. Saragih, Atsuhiro Hibi, Pascal N. Tyrrell
2023 J jnl
Automated screening of computed tomography using weakly supervised anomaly detection.
Int. J. Comput. Assist. Radiol. Surg.
Atsuhiro Hibi, Michael D. Cusimano, Alexander Bilbily, Rahul G. Krishnan, Pascal N. Tyrrell
2022 J jnl
Quantifying uncertainty in machine learning classifiers for medical imaging.
Int. J. Comput. Assist. Radiol. Surg.
John Valen, Indranil Balki, Mauro Mendez, Wendi Qu, Jacob Levman, Alexander Bilbily, Pascal N. Tyrrell
2020 B conf
A First Glance to the Quality Assessment of Dental Photostimulable Phosphor Plates with Deep Learning.
IJCNN
Ariana Bermudez, Saúl Calderón Ramírez, Trevor Thang, Pascal N. Tyrrell, Armaghan Moemeni, Shengxiang Yang, Jordina Torrents-Barrena
2020 J jnl
Assessing and mitigating the effects of class imbalance in machine learning with application to X-ray imaging.
Int. J. Comput. Assist. Radiol. Surg.
Wendi Qu, Indranil Balki, Mauro Mendez, John Valen, Jacob Levman, Pascal N. Tyrrell
2019 — conf
Using Cluster Analysis to Assess the Impact of Dataset Heterogeneity on Deep Convolutional Network Accuracy: A First Glance.
CARLA
Mauro Mendez, Saúl Calderón Ramírez, Pascal N. Tyrrell
2018 B conf
Assessing the Impact of the Deceived Non Local Means Filter as a Preprocessing Stage in a Convolutional Neural Network Based Approach for Age Estimation Using Digital Hand X-Ray Images.
ICIP
Saúl Calderón Ramírez, Fabian Fallas-Moya, Manuel Zumbado, Pascal N. Tyrrell, Hershel Stark, Ziga Emersic, Blaz Meden, Martín Solís