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Varghese Alex

2 papers hereh-index 5585 citations7 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV2

identity via Semantic Scholar / OpenAlex

most citedSemi-supervised Learning using Denoising Autoencoders for Brain Lesion Detection and Segmentation

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

cs.CV2018

Ensemble of Convolutional Neural Networks for Automatic Grading of Diabetic Retinopathy and Macular Edema

Avinash Kori, Sai Saketh Chennamsetty, Mohammed Safwan K. P. +1

In this manuscript, we automate the procedure of grading of diabetic retinopathy and macular edema from fundus images using an ensemble of convolutional neural networks. The availa…

cs.CV2016★ 1 cited

Semi-supervised Learning using Denoising Autoencoders for Brain Lesion Detection and Segmentation

Varghese Alex, Kiran Vaidhya, Subramaniam Thirunavukkarasu +2

The work presented explores the use of denoising autoencoders (DAE) for brain lesion detection, segmentation and false positive reduction. Stacked denoising autoencoders (SDAE) wer…

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