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Pyramid-Focus-Augmentation: Medical Image Segmentation with Step-Wise Focus

Dec 14, 2020
Vajira Thambawita, Steven Hicks, Pål Halvorsen, Michael A. Riegler


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An Extensive Study on Cross-Dataset Bias and Evaluation Metrics Interpretation for Machine Learning applied to Gastrointestinal Tract Abnormality Classification

May 08, 2020
Vajira Thambawita, Debesh Jha, Hugo Lewi Hammer, Håvard D. Johansen, Dag Johansen, Pål Halvorsen, Michael A. Riegler

* 30 pages, 12 figures, 8 tables, Accepted for ACM Transactions on Computing for Healthcare 

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Extracting temporal features into a spatial domain using autoencoders for sperm video analysis

Nov 08, 2019
Vajira Thambawita, Pål Halvorsen, Hugo Hammer, Michael Riegler, Trine B. Haugen

* 3 pages, 1 figure, MediaEval 19, 27-29 October 2019, Sophia Antipolis, France 

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Stacked dense optical flows and dropout layers to predict sperm motility and morphology

Nov 08, 2019
Vajira Thambawita, Pål Halvorsen, Hugo Hammer, Michael Riegler, Trine B. Haugen

* 3 pages, 2 figures, MediaEval 19, 27-29 October 2019, Sophia Antipolis, France 

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Machine Learning-Based Analysis of Sperm Videos and Participant Data for Male Fertility Prediction

Oct 29, 2019
Steven A. Hicks, Jorunn M. Andersen, Oliwia Witczak, Vajira Thambawita, Påll Halvorsen, Hugo L. Hammer, Trine B. Haugen, Michael A. Riegler

* Preprint, accepted by Nature Scientific Reports for publication 24.10.2019 

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The Medico-Task 2018: Disease Detection in the Gastrointestinal Tract using Global Features and Deep Learning

Oct 31, 2018
Vajira Thambawita, Debesh Jha, Michael Riegler, Pål Halvorsen, Hugo Lewi Hammer, Håvard D. Johansen, Dag Johansen

* MediaEval 2018 
* 2 pages + 1 page for references, 1 figure, Conference paper 

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