Sowmya A - Search Results

1

Estimation of three-dimensional chromatin morphology for nuclear classification and characterisation.

Rana P, Sowmya A, Meijering E, Song Y. Rana P, et al. Among authors: sowmya a. Sci Rep. 2021 Feb 9;11(1):3364. doi: 10.1038/s41598-021-82985-9. Sci Rep. 2021. PMID: 33564040 Free PMC article.

2

A comparison of machine learning methods for survival analysis of high-dimensional clinical data for dementia prediction.

Spooner A, Chen E, Sowmya A, Sachdev P, Kochan NA, Trollor J, Brodaty H. Spooner A, et al. Among authors: sowmya a. Sci Rep. 2020 Nov 23;10(1):20410. doi: 10.1038/s41598-020-77220-w. Sci Rep. 2020. PMID: 33230128 Free PMC article.

3

Data augmentation with improved regularisation and sampling for imbalanced blood cell image classification.

Rana P, Sowmya A, Meijering E, Song Y. Rana P, et al. Among authors: sowmya a. Sci Rep. 2022 Oct 27;12(1):18101. doi: 10.1038/s41598-022-22882-x. Sci Rep. 2022. PMID: 36302948 Free PMC article.

4

Imbalanced classification for protein subcellular localization with multilabel oversampling.

Rana P, Sowmya A, Meijering E, Song Y. Rana P, et al. Among authors: sowmya a. Bioinformatics. 2023 Jan 1;39(1):btac841. doi: 10.1093/bioinformatics/btac841. Bioinformatics. 2023. PMID: 36579866 Free PMC article.

5

hist2RNA: An Efficient Deep Learning Architecture to Predict Gene Expression from Breast Cancer Histopathology Images.

Mondol RK, Millar EKA, Graham PH, Browne L, Sowmya A, Meijering E. Mondol RK, et al. Among authors: sowmya a. Cancers (Basel). 2023 Apr 30;15(9):2569. doi: 10.3390/cancers15092569. Cancers (Basel). 2023. PMID: 37174035 Free PMC article.

6

Artificial intelligence in the diagnosis of glaucoma and neurodegenerative diseases.

Hasan MM, Phu J, Sowmya A, Meijering E, Kalloniatis M. Hasan MM, et al. Among authors: sowmya a. Clin Exp Optom. 2024 Mar;107(2):130-146. doi: 10.1080/08164622.2023.2235346. Epub 2023 Sep 6. Clin Exp Optom. 2024. PMID: 37674264 Free article. Review.

7

DLA-Net: dual lesion attention network for classification of pneumoconiosis using chest X-ray images.

Alam MS, Wang D, Sowmya A. Alam MS, et al. Among authors: sowmya a. Sci Rep. 2024 May 21;14(1):11616. doi: 10.1038/s41598-024-61024-3. Sci Rep. 2024. PMID: 38773153 Free PMC article.

8

Attention-based multi-residual network for lung segmentation in diseased lungs with custom data augmentation.

Alam MS, Wang D, Arzhaeva Y, Ende JA, Kao J, Silverstone L, Yates D, Salvado O, Sowmya A. Alam MS, et al. Among authors: sowmya a. Sci Rep. 2024 Nov 22;14(1):28983. doi: 10.1038/s41598-024-79494-w. Sci Rep. 2024. PMID: 39578613 Free PMC article.

9

Automatic patient-customised 3D reconstruction of human costal cartilage from lung MDCT dataset.

Pazokifard B, Sowmya A, Moses D. Pazokifard B, et al. Among authors: sowmya a. Int J Comput Assist Radiol Surg. 2015 Apr;10(4):465-72. doi: 10.1007/s11548-014-1086-9. Epub 2014 Jul 16. Int J Comput Assist Radiol Surg. 2015. PMID: 25027382

10

Automatic 3D modelling of human diaphragm from lung MDCT images.

Pazokifard B, Sowmya A, Moses D. Pazokifard B, et al. Among authors: sowmya a. Int J Comput Assist Radiol Surg. 2016 May;11(5):767-76. doi: 10.1007/s11548-015-1298-7. Epub 2015 Oct 1. Int J Comput Assist Radiol Surg. 2016. PMID: 26429786

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