Pia H. Smedsrud

According to our database, Pia H. Smedsrud authored at least 8 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Man vs. AI: An in silico study of polyp detection performance.

Pia Helen Smedsrud, Håvard Espeland, Tor Jan Derek Berstad, Andreas Petlund, Thomas de Lange, Michael A. Riegler, Pål Halvorsen

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2021

A Comprehensive Study on Colorectal Polyp Segmentation With ResUNet++, Conditional Random Field and Test-Time Augmentation.

Debesh Jha, Pia H. Smedsrud, Dag Johansen, Thomas de Lange, Håvard D. Johansen, Pål Halvorsen, Michael A. Riegler

IEEE J. Biomed. Health Informatics, 2021

A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging.

Debesh Jha, Sharib Ali, Steven Alexander Hicks, Vajira Thambawita, Hanna Borgli, Pia H. Smedsrud, Thomas de Lange, Konstantin Pogorelov, Xiaowei Wang, Philipp Harzig, Minh-Triet Tran, Wenhua Meng, Trung-Hieu Hoang, Danielle Dias, Tobey H. Ko, Taruna Agrawal, Olga Ostroukhova, Zeshan Khan, Muhammad Atif Tahir, Yang Liu, Yuan Chang, Mathias Kirkerød, Dag Johansen, Mathias Lux, Håvard D. Johansen, Michael A. Riegler, Pål Halvorsen

Medical Image Anal., 2021

2020

Kvasir-SEG: A Segmented Polyp Dataset.

Debesh Jha, Pia H. Smedsrud, Michael A. Riegler, Pål Halvorsen, Thomas de Lange, Dag Johansen, Håvard D. Johansen

Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

2019

ACM Multimedia BioMedia 2019 Grand Challenge Overview.

Steven Alexander Hicks, Michael Riegler, Pia H. Smedsrud, Trine B. Haugen, Kristin Ranheim Randel, Konstantin Pogorelov, Håkon Kvale Stensland, Duc-Tien Dang-Nguyen, Mathias Lux, Andreas Petlund, Thomas de Lange, Peter Thelin Schmidt, Pål Halvorsen

Proceedings of the 27th ACM International Conference on Multimedia, 2019

ResUNet++: An Advanced Architecture for Medical Image Segmentation.

Debesh Jha, Pia H. Smedsrud, Michael A. Riegler, Dag Johansen, Thomas de Lange, Pål Halvorsen, Håvard D. Johansen

Proceedings of the IEEE International Symposium on Multimedia, 2019

2018

Deep Learning Based Disease Detection Using Domain Specific Transfer Learning.

Steven Alexander Hicks, Pia H. Smedsrud, Pål Halvorsen, Michael Riegler

Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Tradeoffs Using Binary and Multiclass Neural Network Classification for Medical Multidisease Detection.

Tor Jan Derek Berstad, Michael Riegler, Håvard Espeland, Thomas de Lange, Pia Helen Smedsrud, Konstantin Pogorelov, Håkon Kvale Stensland, Pål Halvorsen

Proceedings of the 2018 IEEE International Symposium on Multimedia, 2018