Pascal N. Tyrrell

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 6

Top Topics

Convolutional Network

Medical Imaging

Weakly Supervised

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Publications

Atsuhiro Hibi, Michael D. Cusimano, Alexander Bilbily, Rahul G. Krishnan, Pascal N. Tyrrell
Automated screening of computed tomography using weakly supervised anomaly detection. Int. J. Comput. Assist. Radiol. Surg. 18 (11) (2023)
John Valen, Indranil Balki, Mauro Mendez, Wendi Qu, Jacob Levman, Alexander Bilbily, Pascal N. Tyrrell
Quantifying uncertainty in machine learning classifiers for medical imaging. Int. J. Comput. Assist. Radiol. Surg. 17 (4) (2022)
Ariana Bermudez, Saúl Calderón Ramírez, Trevor Thang, Pascal N. Tyrrell, Armaghan Moemeni, Shengxiang Yang, Jordina Torrents-Barrena
A First Glance to the Quality Assessment of Dental Photostimulable Phosphor Plates with Deep Learning. IJCNN (2020)
Wendi Qu, Indranil Balki, Mauro Mendez, John Valen, Jacob Levman, Pascal N. Tyrrell
Assessing and mitigating the effects of class imbalance in machine learning with application to X-ray imaging. Int. J. Comput. Assist. Radiol. Surg. 15 (12) (2020)
Mauro Mendez, Saúl Calderón Ramírez, Pascal N. Tyrrell
Using Cluster Analysis to Assess the Impact of Dataset Heterogeneity on Deep Convolutional Network Accuracy: A First Glance. CARLA (2019)
Saúl Calderón Ramírez, Fabian Fallas, Manuel Zumbado, Pascal N. Tyrrell, Hershel Stark, Ziga Emersic, Blaz Meden, Martin Solis
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 (2018)