Sowmya A - Search Results

1

Ensemble feature selection with data-driven thresholding for Alzheimer's disease biomarker discovery.

Spooner A, Mohammadi G, Sachdev PS, Brodaty H, Sowmya A; Sydney Memory and Ageing Study and the Alzheimer’s Disease Neuroimaging Initiative. Spooner A, et al. Among authors: sowmya a. BMC Bioinformatics. 2023 Jan 9;24(1):9. doi: 10.1186/s12859-022-05132-9. BMC Bioinformatics. 2023. PMID: 36624372 Free PMC article.

2

3-D segmentation of human sternum in lung MDCT images.

Pazokifard B, Sowmya A. Pazokifard B, et al. Among authors: sowmya a. Annu Int Conf IEEE Eng Med Biol Soc. 2013;2013:3351-4. doi: 10.1109/EMBC.2013.6610259. Annu Int Conf IEEE Eng Med Biol Soc. 2013. PMID: 24110446

3

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.

4

Blood-based transcriptomic signature panel identification for cancer diagnosis: benchmarking of feature extraction methods.

Vijayan A, Fatima S, Sowmya A, Vafaee F. Vijayan A, et al. Among authors: sowmya a. Brief Bioinform. 2022 Sep 20;23(5):bbac315. doi: 10.1093/bib/bbac315. Brief Bioinform. 2022. PMID: 35945147

5

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.

6

Eye-tracking correlates of response to joint attention in preschool children with autism spectrum disorder.

de Belen RA, Pincham H, Hodge A, Silove N, Sowmya A, Bednarz T, Eapen V. de Belen RA, et al. Among authors: sowmya a. BMC Psychiatry. 2023 Mar 29;23(1):211. doi: 10.1186/s12888-023-04585-3. BMC Psychiatry. 2023. PMID: 36991383 Free PMC article.

7

Multiple kernel learning for classification of diffuse lung disease using HRCT lung images.

Vo KT, Sowmya A. Vo KT, et al. Among authors: sowmya a. Annu Int Conf IEEE Eng Med Biol Soc. 2010;2010:3085-8. doi: 10.1109/IEMBS.2010.5626113. Annu Int Conf IEEE Eng Med Biol Soc. 2010. PMID: 21095740

8

Training radiomics-based CNNs for clinical outcome prediction: Challenges, strategies and findings.

Pang S, Field M, Dowling J, Vinod S, Holloway L, Sowmya A. Pang S, et al. Among authors: sowmya a. Artif Intell Med. 2022 Jan;123:102230. doi: 10.1016/j.artmed.2021.102230. Epub 2021 Dec 6. Artif Intell Med. 2022. PMID: 34998514

9

Towards Building a Visual Behaviour Analysis Pipeline for Suicide Detection and Prevention.

Li X, Onie S, Liang M, Larsen M, Sowmya A. Li X, et al. Among authors: sowmya a. Sensors (Basel). 2022 Jun 14;22(12):4488. doi: 10.3390/s22124488. Sensors (Basel). 2022. PMID: 35746270 Free PMC article.

10

Annotated computed tomography coronary angiogram images and associated data of normal and diseased arteries.

Gharleghi R, Adikari D, Ellenberger K, Webster M, Ellis C, Sowmya A, Ooi S, Beier S. Gharleghi R, et al. Among authors: sowmya a. Sci Data. 2023 Mar 10;10(1):128. doi: 10.1038/s41597-023-02016-2. Sci Data. 2023. PMID: 36899014 Free PMC article.

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