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Domain Generalization in Biosignal Classification

Domain Generalization in Biosignal Classification

IEEE Transactions on Biomedical Engineering (IEEE TBME), 2020
12 November 2020
T. Dissanayake
Tharindu Fernando
Akila Pemasiri
H. Ghaemmaghami
Sridha Sridharan
Clinton Fookes
    OOD
ArXiv (abs)PDFHTML

Papers citing "Domain Generalization in Biosignal Classification"

9 / 9 papers shown
Gradient-Guided Annealing for Domain Generalization
Gradient-Guided Annealing for Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2025
Aristotelis Ballas
Christos Diou
OOD
1.4K
9
0
27 Feb 2025
Deep Learning Approaches for Seizure Video Analysis: A Review
Deep Learning Approaches for Seizure Video Analysis: A Review
David Ahmedt-Aristizabal
M. Armin
Zeeshan Hayder
Norberto Garcia-Cairasco
Lars Petersson
Clinton Fookes
Akila Pemasiri
A. McGonigal
430
43
0
18 Dec 2023
Which Augmentation Should I Use? An Empirical Investigation of
  Augmentations for Self-Supervised Phonocardiogram Representation Learning
Which Augmentation Should I Use? An Empirical Investigation of Augmentations for Self-Supervised Phonocardiogram Representation LearningIEEE Access (IEEE Access), 2023
Aristotelis Ballas
Vasileios Papapanagiotou
Christos Diou
379
2
0
01 Dec 2023
Towards Domain Generalization for ECG and EEG Classification: Algorithms
  and Benchmarks
Towards Domain Generalization for ECG and EEG Classification: Algorithms and BenchmarksIEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), 2023
Aristotelis Ballas
Christos Diou
OOD
392
30
0
20 Mar 2023
An Artificial Intelligence Outlook for Colorectal Cancer Screening
An Artificial Intelligence Outlook for Colorectal Cancer Screening
P. Katrakazas
Aristotelis Ballas
M. Anisetti
I. Spais
132
0
0
05 Sep 2022
MIMII DG: Sound Dataset for Malfunctioning Industrial Machine
  Investigation and Inspection for Domain Generalization Task
MIMII DG: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection for Domain Generalization TaskWorkshop on Detection and Classification of Acoustic Scenes and Events (DCASE), 2022
Kota Dohi
Tomoya Nishida
Harsh Purohit
Ryo Tanabe
Takashi Endo
Masaaki Yamamoto
Yuki Nikaido
Yohei Kawaguchi
384
110
0
27 May 2022
Towards to Robust and Generalized Medical Image Segmentation Framework
Yurong Chen
OOD
375
3
0
09 Aug 2021
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past,
  Present and Future
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and FutureItalian National Conference on Sensors (INS), 2021
David Ahmedt-Aristizabal
M. Armin
Akila Pemasiri
Clinton Fookes
L. Petersson
283
232
0
27 May 2021
Deep Learning for Medical Anomaly Detection -- A Survey
Deep Learning for Medical Anomaly Detection -- A SurveyACM Computing Surveys (ACM CSUR), 2020
Tharindu Fernando
Harshala Gammulle
Akila Pemasiri
Sridha Sridharan
Clinton Fookes
OOD
456
380
0
04 Dec 2020
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