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. - Saúl Calderón Ramírez; Fabian Fallas-Moya; Manuel Zumbado; Pascal N. Tyrrell; Hershel Stark; Ziga Emersic; Blaz Meden; Martín Solís (ICIP, 2018)

Using Cluster Analysis to Assess the Impact of Dataset Heterogeneity on Deep Convolutional Network Accuracy: A First Glance. - Mauro Mendez; Saúl Calderón Ramírez; Pascal N. Tyrrell (CARLA, 2019)

A First Glance to the Quality Assessment of Dental Photostimulable Phosphor Plates with Deep Learning. - Ariana Bermudez; Saúl Calderón Ramírez; Trevor Thang; Pascal N. Tyrrell; Armaghan Moemeni; Shengxiang Yang; Jordina Torrents-Barrena (IJCNN, 2020)

Assessing and mitigating the effects of class imbalance in machine learning with application to X-ray imaging. - Wendi Qu; Indranil Balki; Mauro Mendez; John Valen; Jacob Levman; Pascal N. Tyrrell (Int. J. Comput. Assist. Radiol. Surg., 2020)

Quantifying uncertainty in machine learning classifiers for medical imaging. - John Valen; Indranil Balki; Mauro Mendez; Wendi Qu; Jacob Levman; Alexander Bilbily; Pascal N. Tyrrell (Int. J. Comput. Assist. Radiol. Surg., 2022)

Automated screening of computed tomography using weakly supervised anomaly detection. - Atsuhiro Hibi; Michael D. Cusimano; Alexander Bilbily; Rahul G. Krishnan; Pascal N. Tyrrell (Int. J. Comput. Assist. Radiol. Surg., 2023)

NeRF-US: Removing Ultrasound Imaging Artifacts from Neural Radiance Fields in the Wild. - Rishit Dagli; Atsuhiro Hibi; Rahul G. Krishnan; Pascal N. Tyrrell (MLHC, 2024)

Using diffusion models to generate synthetic labeled data for medical image segmentation. - Daniel G. Saragih; Atsuhiro Hibi; Pascal N. Tyrrell (Int. J. Comput. Assist. Radiol. Surg., 2024)

Leveraging domain knowledge for synthetic ultrasound image generation: a novel approach to rare disease AI detection. - M. Mendez; F. Castillo; L. Probyn; S. Kras; Pascal N. Tyrrell (Int. J. Comput. Assist. Radiol. Surg., 2025)