Jayanthi Sivaswamy | DeepAI

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Featured Co-authors

Raghav Mehta
15 publications
Karthik Gopinath
9 publications
V S R Veeravasarapu
6 publications
Samrudhdhi B Rangrej
6 publications
Sukesh Adiga V
4 publications
Gaurav Mishra
4 publications
Alphin J. Thottupattu
4 publications
Alakh Desai
3 publications
Venkateswaran P. Krishnan
2 publications
Ruchi Chauhan
2 publications
Aniket Joshi
1 publication

∙ 02/23/2023

A metric to compare the anatomy variation between image time series

Biological processes like growth, aging, and disease progression are gen...

0 Alphin J. Thottupattu, et al. ∙

∙ 11/01/2021

Sub-cortical structure segmentation database for young population

Segmentation of sub-cortical structures from MRI scans is of interest in...

0 Jayanthi Sivaswamy, et al. ∙

∙ 06/28/2021

A Diffeomorphic Aging Model for Adult Human Brain from Cross-Sectional Data

Normative aging trends of the brain can serve as an important reference ...

0 Alphin J. Thottupattu, et al. ∙

∙ 06/15/2021

A Clinically Inspired Approach for Melanoma classification

Melanoma is a leading cause of deaths due to skin cancer deaths and henc...

0 Prathyusha Akundi, et al. ∙

∙ 01/14/2021

Self-Supervised Learning for Segmentation

Self-supervised learning is emerging as an effective substitute for tran...

0 Abhinav Dhere, et al. ∙

∙ 11/29/2020

A method for large diffeomorphic registration via broken geodesics

Anatomical variabilities seen in longitudinal data or inter-subject data...

0 Alphin J. Thottupattu, et al. ∙

∙ 08/24/2020

Explainable Disease Classification via weakly-supervised segmentation

Deep learning based approaches to Computer Aided Diagnosis (CAD) typical...

22 Aniket Joshi, et al. ∙

∙ 04/15/2020

Image Segmentation Using Hybrid Representations

This work explores a hybrid approach to segmentation as an alternative t...

0 Alakh Desai, et al. ∙

∙ 12/26/2018

FPD-M-net: Fingerprint Image Denoising and Inpainting Using M-Net Based Convolutional Neural Networks

The fingerprint is a common biometric used for authentication and verifi...

0 Sukesh Adiga V, et al. ∙

∙ 06/22/2018

A deep learning framework for segmentation of retinal layers from OCT images

Segmentation of retinal layers from Optical Coherence Tomography (OCT) v...

2 Karthik Gopinath, et al. ∙

∙ 12/04/2017

A Generalized Motion Pattern and FCN based approach for retinal fluid detection and segmentation

SD-OCT is a non-invasive cross-sectional imaging modality used for diagn...

0 Shivin Yadav, et al. ∙

∙ 09/04/2017

To Learn or Not to Learn Features for Deformable Registration?

Feature-based registration has been popular with a variety of features r...

0 Aabhas Majumdar, et al. ∙

∙ 12/08/2016

Domain knowledge assisted cyst segmentation in OCT retinal images

3D imaging modalities are becoming increasingly popular and relevant in ...

0 Karthik Gopinath, et al. ∙

∙ 04/24/2016

Cardiac Motion Analysis by Temporal Flow Graphs

Cardiac motion analysis from B-mode ultrasound sequence is a key task in...

0 V S R Veeravasarapu, et al. ∙

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