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pro vyhledávání: '"Machireddy A"'
Foundational vision transformer models have shown impressive few shot performance on many vision tasks. This research presents a novel investigation into the application of parameter efficient fine-tuning methods within an active learning (AL) framew
Externí odkaz:
http://arxiv.org/abs/2406.09296
Publikováno v:
TNOA Journal of Ophthalmic Science and Research, Vol 62, Iss 1, Pp 68-74 (2024)
Background: Glaucoma is the second most common cause of blindness globally and is characterised by raised intraocular pressure, optic disc cupping, and visual field defects. However, advanced imaging modalities such as optical coherence tomography (O
Externí odkaz:
https://doaj.org/article/9863fc1280a54047951444b9ef64e59d
Autor:
Bousselham, Walid, Thibault, Guillaume, Pagano, Lucas, Machireddy, Archana, Gray, Joe, Chang, Young Hwan, Song, Xubo
Ensemble of predictions is known to perform better than individual predictions taken separately. However, for tasks that require heavy computational resources, e.g. semantic segmentation, creating an ensemble of learners that needs to be trained sepa
Externí odkaz:
http://arxiv.org/abs/2111.13280
Autor:
Chandra Mohan Tamatam, Lalith Kumar Venkareddy, Aparna Ankireddy, Narsa Machireddy, Sekhart P. Reddy
Publikováno v:
Antioxidants, Vol 13, Iss 6, p 698 (2024)
Bronchopulmonary dysplasia (BPD) is a chronic condition affecting preterm infants, characterized by lung alveolar simplification/hypoalveolarization and vascular remodeling. The nuclear factor erythroid 2 like 2 (Nfe2l2, or Nrf2) plays a critical rol
Externí odkaz:
https://doaj.org/article/726ccc2d7823414b83a81e6e95ff8608
Autor:
Archana Machireddy, Guillaume Thibault, Kevin G. Loftis, Kevin Stoltz, Cecilia E. Bueno, Hannah R. Smith, Jessica L. Riesterer, Joe W. Gray, Xubo Song
Publikováno v:
Frontiers in Bioinformatics, Vol 3 (2023)
Focused ion beam-scanning electron microscopy (FIB-SEM) images can provide a detailed view of the cellular ultrastructure of tumor cells. A deeper understanding of their organization and interactions can shed light on cancer mechanisms and progressio
Externí odkaz:
https://doaj.org/article/bc3ae797726a4f60909e38b700bc6248
Akademický článek
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Akademický článek
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Publikováno v:
Waves in Random & Complex Media; Aug2024, Vol. 34 Issue 4, p2425-2442, 18p
Autor:
Antoine G. Sreih, Keri Cronin, Dianne G. Shaw, Kalen Young, Cristina Burroughs, Joyce Kullman, Kirthi Machireddy, Carol A. McAlear, Peter A. Merkel, for the Vasculitis Patient-Powered Research Network
Publikováno v:
Orphanet Journal of Rare Diseases, Vol 16, Iss 1, Pp 1-8 (2021)
Abstract Background Patients with vasculitis, a set of rare diseases, encounter delays in obtaining an accurate diagnosis which can lead to substantial morbidity and increased mortality. This study sought to describe the diagnostic journey of patient
Externí odkaz:
https://doaj.org/article/00ccab25353a4cfc92deb61775d20863