Zobrazeno 1 - 10
of 178
pro vyhledávání: '"Vijay Srinivas"'
Publikováno v:
BMC Medical Informatics and Decision Making, Vol 24, Iss 1, Pp 1-12 (2024)
Abstract The most common eye infection in people with diabetes is diabetic retinopathy (DR). It might cause blurred vision or even total blindness. Therefore, it is essential to promote early detection to prevent or alleviate the impact of DR. Howeve
Externí odkaz:
https://doaj.org/article/e683029c0dcd4b55b75ffb25e288a9b8
Sequence modeling is a crucial area across various domains, including Natural Language Processing (NLP), speech recognition, time series forecasting, music generation, and bioinformatics. Recurrent Neural Networks (RNNs) and Long Short Term Memory Ne
Externí odkaz:
http://arxiv.org/abs/2404.16112
The primary goal of this project is to develop privacy-preserving machine learning model training techniques for fNIRS data. This project will build a local model in a centralized setting with both differential privacy (DP) and certified robustness.
Externí odkaz:
http://arxiv.org/abs/2401.00973
DP-SGD has emerged as a popular method to protect personally identifiable information in deep learning applications. Unfortunately, DP-SGD's per-sample gradient clipping and uniform noise addition during training can significantly degrade model utili
Externí odkaz:
http://arxiv.org/abs/2312.02400
Vision transformers have gained significant attention and achieved state-of-the-art performance in various computer vision tasks, including image classification, instance segmentation, and object detection. However, challenges remain in addressing at
Externí odkaz:
http://arxiv.org/abs/2311.01310
Autor:
Urmila Udayashankar, Vijay Srinivas Guduru, Anuradha Ananthaneni, Sabitha Devi Ramisetty, Puneeth Horatti Kuberappa, Srilekha Namala
Publikováno v:
Journal of Cytology, Vol 33, Iss 3, Pp 125-129 (2016)
Aims: To determine the cellular and nuclear area of keratinocytes in smears obtained from the oral mucosa of tobacco users, those with oral squamous cell carcinoma (OSCC), and from normal healthy persons and resolve if any significant difference exis
Externí odkaz:
https://doaj.org/article/0e3b5918070649d1aecddfbc6e45baf6
Autor:
Srilekha Namala, Vijay Srinivas Guduru, Anuradha Ananthaneni, Sabitha Devi, Puneeth Horrati Kuberappa, Urmila Udayashankar
Publikováno v:
Journal of Cytology, Vol 33, Iss 3, Pp 130-134 (2016)
Background: Micronuclei (MN) in oral exfoliative cells have been shown to indicate a disparaging change in genetic information of the cell. Recent studies showed correlation between the frequency of MN and severity of this damage. Grading of lesions
Externí odkaz:
https://doaj.org/article/443a094940e94eb592b8f8b515ca467b
Publikováno v:
Saudi Journal of Oral Sciences, Vol 3, Iss 1, Pp 49-52 (2016)
The principal malignancy of peripheral nerves is malignant peripheral nerve sheath tumor (MPNST), which is common in soft tissue of the lower extremities. Its occurrence in the head and neck region is about 10-20%, which makes it a rare entity. Intra
Externí odkaz:
https://doaj.org/article/6c9f3115d0044475998b7d07d0b14356
Autor:
Joy Thomas Vara, Vijay Srinivas Gurudu, Anuradha Ananthaneni, Bhavana S Bagalad, Puneeth Horatti Kuberappa, Hari Priya Ponnapalli
Publikováno v:
Journal of Clinical and Diagnostic Research, Vol 11, Iss 5, Pp ZC25-ZC28 (2017)
Introduction: Angiogenesis is vital in the aetiology and pathogenesis of a number of pathological processes that include solid reactive lesions like pyogenic granuloma and chronic inflammatory disorders like periapical granuloma. Vascular Endothe
Externí odkaz:
https://doaj.org/article/bb0da75fcac142f2956d4e5c02821938
Vision transformers have been applied successfully for image recognition tasks. There have been either multi-headed self-attention based (ViT \cite{dosovitskiy2020image}, DeIT, \cite{touvron2021training}) similar to the original work in textual model
Externí odkaz:
http://arxiv.org/abs/2304.06446