Performance of Data Enhancements and Training Optimization for Neural Network: A Polyp Detection Case Study

Fredrik Lund Henriksen , Rune Jensen , Hakon Kvale Stensland , Dag Johansen
computer-based medical systems 287 -293

1
2019
Medical Multimedia Systems and Applications

Pål Halvorsen , Michael Alexander Riegler , Klaus Schoeffmann
acm multimedia 2711 -2713

1
2019
A Genetic Attack Against Machine Learning Classifiers to Steal Biometric Actigraphy Profiles from Health Related Sensor Data

Enrique Garcia-Ceja , Brice Morin , Anton Aguilar-Rivera , Michael Alexander Riegler
Journal of Medical Systems 44 ( 10) 187 -187

2020
Saga: An Open Source Platform for Training Machine Learning Models and Community-driven Sharing of Techniques

Rune Johan Borgli , Hakon Kvale Stensland , Pal Halvorsen , Michael Alexander Riegler
content based multimedia indexing 1 -4

2019
A Web-Based Software for Training and Quality Assessment in the Image Analysis Workflow for Cardiac T1 Mapping MRI

Edvarda Eriksen , Steven Hicks , Michael Alexander Riegler , Pal Halvorsen
2019 IEEE International Symposium on Multimedia (ISM) 216 -220

2019
An interview with Klara Nahrstedt

Michael Alexander Riegler
ACM Sigmultimedia Records 8 ( 1) 8 -10

2016
An interview with Wallapak Tavanapong

Michael Alexander Riegler ,
ACM Sigmultimedia Records 8 ( 1) 4 -6

2016
One-Dimensional Convolutional Neural Networks on Motor Activity Measurements in Detection of Depression

Joakim Ihle Frogner , Farzan Majeed Noori , Pål Halvorsen , Steven Alexander Hicks
Proceedings of the 4th International Workshop on Multimedia for Personal Health & Health Care 9 -15

3
2019
Toadstool: a dataset for training emotional intelligent machines playing Super Mario Bros

Henrik Svoren , Vajira Thambawita , Pål Halvorsen , Petter Jakobsen
acm sigmm conference on multimedia systems 309 -314

9
2020
PMData: a sports logging dataset

Vajira Thambawita , Steven Alexander Hicks , Hanna Borgli , Håkon Kvale Stensland
acm sigmm conference on multimedia systems 231 -236

3
2020
PSYKOSE: A Motor Activity Database of Patients with Schizophrenia

Petter Jakobsen , Enrique Garcia-Ceja , Lena Antonsen Stabell , Ketil Joachim Oedegaard
computer-based medical systems 303 -308

2020
Automatic Hyperparameter Optimization for Transfer Learning on Medical Image Datasets Using Bayesian Optimization

Rune Johan Borgli , Hakon Kvale Stensland , Michael Alexander Riegler , Pal Halvorsen
international symposium on medical information and communication technology 1 -6

20
2019
Unsupervised preprocessing to improve generalisation for medical image classification

Mathias Kirkerod , Rune Johan Borgli , Vajira Thambawita , Steven Hicks
international symposium on medical information and communication technology 1 -6

10
2019
Interview column: introduction

Michael Alexander Riegler , Herman Engelbrecht , Mathias Lux
ACM Sigmultimedia Records 9 ( 1) 6

2017
An interview with Judith Redi

Judith Redi , Michael Alexander Riegler
ACM Sigmultimedia Records 8 ( 3) 1 -4

2016
Human vs. GPT-3: The challenges of extracting emotions from child responses

Myrthe Lammerse , Syed Zohaib Hassan , Saeed Shafiee Sabet , Michael Alexander Riegler
Smpte Journal 1 -4

2022
Complexity and variability analyses of motor activity distinguish mood states in bipolar disorder

Petter Jakobsen , Andrea Stautland , Michael Alexander Riegler , Ulysse Côté-Allard
Plos one 17 ( 1) e0262232

5
2022
Metrics reloaded-a new recommendation framework for biomedical image analysis validation

Annika Reinke , Henning Müller ,
Medical imaging with deep learning

13
2022
MMSys' 21 grand challenge on detecting cheapfakes

Shivangi Aneja , Cise Midoglu , Duc-Tien Dang-Nguyen , Michael Alexander Riegler
arXiv preprint arXiv:2107.05297

19
2021
ICDAR'22: Intelligent Cross-Data Analysis and Retrieval

Minh-Son Dao , Michael Alexander Riegler , Duc-Tien Dang-Nguyen , Cathal Gurrin
690 -691

2
2022