By Professor Arcot Sowmya

Preprints

Ghaffari M; Sowmya A; Oliver R, 2020, Brain tumour segmentation using cascaded 3D densely-connected U-net, http://dx.doi.org/10.48550/arxiv.2009.07563

Zhou F; Li Z; Fan X; Wang Y; Sowmya A; Chen F, 2019, Efficient EM-Variational Inference for Hawkes Process, http://dx.doi.org/10.48550/arxiv.1905.12251

Zhou F; Li Z; Fan X; Wang Y; Sowmya A; Chen F, 2019, Scalable Inference for Nonparametric Hawkes Process Using Pólya-Gamma Augmentation, http://dx.doi.org/10.48550/arxiv.1910.13052

Zhou F; Li Z; Fan X; Wang Y; Sowmya A; Chen F, 2019, Fast Multi-resolution Segmentation for Nonstationary Hawkes Process Using Cumulants, http://dx.doi.org/10.48550/arxiv.1906.02438

Goldsmith BE; Butcher CR; Semenovich D; Sowmya A, 2012, A Two-Stage Approach to Predicting Genocide and Politicide Onset in a Global Dataset, http://dx.doi.org/10.2139/ssrn.2027396

Goldsmith BE; Butcher CR; Semenovich D; Sowmya A, 2012, Elections and Political Instability: Ballots to Bullets, Voting to Violence?, http://dx.doi.org/10.2139/ssrn.2074874

Vijayan A; Fatima S; Sowmya A; Vafaee F, Blood-based transcriptomic signature panel identification for cancer diagnosis: Benchmarking of feature extraction methods, http://dx.doi.org/10.1101/2022.03.13.483368

Rana P; Sowmya A; Meijering E; Song Y, Data augmentation for imbalanced blood cell image classification, http://dx.doi.org/10.1101/2022.08.30.505762

Rana P; Sowmya A; Meijering E; Song Y, Imbalanced classification for protein subcellular localisation with multilabel oversampling, http://dx.doi.org/10.1101/2022.09.12.507675

Onie S; Li X; Liang M; Sowmya A; Larsen ME, The Use of Closed-Circuit Television and Video in Suicide Prevention: Narrative Review and Future Directions (Preprint), http://dx.doi.org/10.2196/preprints.27663

de Belen RAJ; Eapen V; Bednarz T; Sowmya A, Using visual attention estimation on videos for automated prediction of autism spectrum disorder and symptom severity in preschool children, http://dx.doi.org/10.1101/2023.06.13.23286416

Other

Hasan MM; Phu J; Sowmya A; Meijering E; Kalloniatis M, 2024, CPD: Artificial intelligence 3: AI and diagnosis of glaucoma and neurodegenerative disease, http://dx.doi.org/10.12968/opti.2024.269.6945.25

Hasan MM; Meijering E; Sowmya A; Kalloniatis M; Phu J, 2024, A basic introduction to artificial intelligence for eye care professionals, http://dx.doi.org/10.12968/opti.2024.269.6937.33

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