Publications by authors named "Steven A Hicks"

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VISEM-Tracking, a human spermatozoa tracking dataset.
Vajira Thambawita, Steven A Hicks, Andrea M Storås, Thu Nguyen, Jorunn M Andersen, Oliwia Witczak, Trine B Haugen, Hugo L Hammer, Pål Halvorsen, Michael A Riegler

Sci Data· May 2023

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Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges.
Debesh Jha, Vanshali Sharma, Debapriya Banik, Debayan Bhattacharya, Kaushiki Roy, Steven A Hicks

Med Image Anal· January 2025

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Evaluating gradient-based explanation methods for neural network ECG analysis using heatmaps.
Andrea Marheim Storås, Steffen Mæland, Jonas L Isaksen, Steven Alexander Hicks, Vajira Thambawita

J Am Med Inform Assoc· January 2025

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A large-scale multivariate soccer athlete health, performance, and position monitoring dataset.
Cise Midoglu, Andreas Kjæreng Winther, Matthias Boeker, Susann Dahl Pettersen, Sigurd Pedersen, Steven A Hicks

Sci Data· May 2024

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A dataset for predicting cloud cover over Europe.
Hanna Svennevik, Steven A Hicks, Michael A Riegler, Trude Storelvmo, Hugo L Hammer

Sci Data· February 2024

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Sperm motility assessed by deep convolutional neural networks into WHO categories.
Trine B Haugen, Oliwia Witczak, Steven A Hicks, Lars Björndahl, Jorunn M Andersen

Sci Rep· September 2023

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Usefulness of Heat Map Explanations for Deep-Learning-Based Electrocardiogram Analysis.
Andrea M Storås, Ole Emil Andersen, Sam Lockhart, Roman Thielemann, Filip Gnesin, Steven A Hicks

Diagnostics (Basel)· July 2023

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SinGAN-Seg: Synthetic training data generation for medical image segmentation.
Vajira Thambawita, Pegah Salehi, Sajad Amouei Sheshkal, Steven A Hicks, Hugo L Hammer

PLoS One· May 2022

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On evaluation metrics for medical applications of artificial intelligence.
Steven A Hicks, Inga Strümke, Vajira Thambawita, Malek Hammou, Michael A Riegler

Sci Rep· April 2022

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DeepFake electrocardiograms using generative adversarial networks are the beginning of the end for privacy issues in medicine.
Vajira Thambawita, Jonas L Isaksen, Steven A Hicks, Jonas Ghouse, Gustav Ahlberg

Sci Rep· November 2021

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Impact of Image Resolution on Deep Learning Performance in Endoscopy Image Classification: An Experimental Study Using a Large Dataset of Endoscopic Images.
Vajira Thambawita, Inga Strümke, Steven A Hicks, Pål Halvorsen, Sravanthi Parasa

Diagnostics (Basel)· November 2021

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Explaining deep neural networks for knowledge discovery in electrocardiogram analysis.
Steven A Hicks, Jonas L Isaksen, Vajira Thambawita, Jonas Ghouse, Gustav Ahlberg

Sci Rep· May 2021

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Kvasir-Capsule, a video capsule endoscopy dataset.
Pia H Smedsrud, Vajira Thambawita, Steven A Hicks, Henrik Gjestang, Oda Olsen Nedrejord

Sci Data· May 2021

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Machine Learning-Based Analysis of Sperm Videos and Participant Data for Male Fertility Prediction.
Steven A Hicks, Jorunn M Andersen, Oliwia Witczak, Vajira Thambawita, Pål Halvorsen

Sci Rep· November 2019

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