135 related articles for article (PubMed ID: 36302948)
1. Data augmentation with improved regularisation and sampling for imbalanced blood cell image classification.
Rana P; Sowmya A; Meijering E; Song Y
Sci Rep; 2022 Oct; 12(1):18101. PubMed ID: 36302948
[TBL] [Abstract][Full Text] [Related]
2. CEGAN: Classification Enhancement Generative Adversarial Networks for unraveling data imbalance problems.
Suh S; Lee H; Lukowicz P; Lee YO
Neural Netw; 2021 Jan; 133():69-86. PubMed ID: 33125919
[TBL] [Abstract][Full Text] [Related]
3. Deep Learning-Based Imbalanced Classification With Fuzzy Support Vector Machine.
Wang KF; An J; Wei Z; Cui C; Ma XH; Ma C; Bao HQ
Front Bioeng Biotechnol; 2021; 9():802712. PubMed ID: 35127672
[TBL] [Abstract][Full Text] [Related]
4. Imbalanced classification for protein subcellular localization with multilabel oversampling.
Rana P; Sowmya A; Meijering E; Song Y
Bioinformatics; 2023 Jan; 39(1):. PubMed ID: 36579866
[TBL] [Abstract][Full Text] [Related]
5. VISAL-A novel learning strategy to address class imbalance.
S SRV; Sivapuram AK; Ravi V; Senthil G; Gorthi RK
Neural Netw; 2023 Apr; 161():178-184. PubMed ID: 36758464
[TBL] [Abstract][Full Text] [Related]
6. RA-GCN: Graph convolutional network for disease prediction problems with imbalanced data.
Ghorbani M; Kazi A; Soleymani Baghshah M; Rabiee HR; Navab N
Med Image Anal; 2022 Jan; 75():102272. PubMed ID: 34731774
[TBL] [Abstract][Full Text] [Related]
7. Deep Attention-Based Imbalanced Image Classification.
Wang L; Zhang L; Qi X; Yi Z
IEEE Trans Neural Netw Learn Syst; 2022 Aug; 33(8):3320-3330. PubMed ID: 33507873
[TBL] [Abstract][Full Text] [Related]
8. Classification of Imbalanced Electrocardiosignal Data using Convolutional Neural Network.
Du C; Liu PX; Zheng M
Comput Methods Programs Biomed; 2022 Feb; 214():106483. PubMed ID: 34871837
[TBL] [Abstract][Full Text] [Related]
9. A Generative Neighborhood-Based Deep Autoencoder for Robust Imbalanced Classification.
Troullinou E; Tsagkatakis G; Losonczy A; Poirazi P; Tsakalides P
IEEE Trans Artif Intell; 2024 Jan; 5(1):80-91. PubMed ID: 38500544
[TBL] [Abstract][Full Text] [Related]
10. A novel end-to-end classifier using domain transferred deep convolutional neural networks for biomedical images.
Pang S; Yu Z; Orgun MA
Comput Methods Programs Biomed; 2017 Mar; 140():283-293. PubMed ID: 28254085
[TBL] [Abstract][Full Text] [Related]
11. Electrocardiogram heartbeat classification based on a deep convolutional neural network and focal loss.
Romdhane TF; Alhichri H; Ouni R; Atri M
Comput Biol Med; 2020 Aug; 123():103866. PubMed ID: 32658786
[TBL] [Abstract][Full Text] [Related]
12. Classification of Non-tumorous Facial Pigmentation Disorders Using Generative Adversarial Networks and Improved SMOTE.
Peng J; Gao R; Thng S; Huang W; Lin Z
Annu Int Conf IEEE Eng Med Biol Soc; 2021 Nov; 2021():3770-3773. PubMed ID: 34892056
[TBL] [Abstract][Full Text] [Related]
13. SalfMix: A Novel Single Image-Based Data Augmentation Technique Using a Saliency Map.
Choi J; Lee C; Lee D; Jung H
Sensors (Basel); 2021 Dec; 21(24):. PubMed ID: 34960539
[TBL] [Abstract][Full Text] [Related]
14. A Tutorial on Generative Adversarial Networks with Application to Classification of Imbalanced Data.
Huang Y; Fields KG; Ma Y
Stat Anal Data Min; 2022 Oct; 15(5):543-552. PubMed ID: 36199763
[TBL] [Abstract][Full Text] [Related]
15. RSMOTE: improving classification performance over imbalanced medical datasets.
Naseriparsa M; Al-Shammari A; Sheng M; Zhang Y; Zhou R
Health Inf Sci Syst; 2020 Dec; 8(1):22. PubMed ID: 32549976
[TBL] [Abstract][Full Text] [Related]
16. MixGradient: A gradient-based re-weighting scheme with mixup for imbalanced data streams.
Peng X; Wang FY; Li L
Neural Netw; 2023 Apr; 161():525-534. PubMed ID: 36805267
[TBL] [Abstract][Full Text] [Related]
17. Structure-activity relationship-based chemical classification of highly imbalanced Tox21 datasets.
Idakwo G; Thangapandian S; Luttrell J; Li Y; Wang N; Zhou Z; Hong H; Yang B; Zhang C; Gong P
J Cheminform; 2020 Oct; 12(1):66. PubMed ID: 33372637
[TBL] [Abstract][Full Text] [Related]
18. Recognition of peripheral blood cell images using convolutional neural networks.
Acevedo A; Alférez S; Merino A; Puigvà L; Rodellar J
Comput Methods Programs Biomed; 2019 Oct; 180():105020. PubMed ID: 31425939
[TBL] [Abstract][Full Text] [Related]
19. Enhancing classification of cells procured from bone marrow aspirate smears using generative adversarial networks and sequential convolutional neural network.
Hazra D; Byun YC; Kim WJ
Comput Methods Programs Biomed; 2022 Sep; 224():107019. PubMed ID: 35878483
[TBL] [Abstract][Full Text] [Related]
20. A GAN-based image synthesis method for skin lesion classification.
Qin Z; Liu Z; Zhu P; Xue Y
Comput Methods Programs Biomed; 2020 Oct; 195():105568. PubMed ID: 32526536
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]