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02/23/2023
A metric to compare the anatomy variation between image time series
Biological processes like growth, aging, and disease progression are gen...
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11/01/2021
Sub-cortical structure segmentation database for young population
Segmentation of sub-cortical structures from MRI scans is of interest in...
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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 ...
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06/15/2021
A Clinically Inspired Approach for Melanoma classification
Melanoma is a leading cause of deaths due to skin cancer deaths and henc...
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01/14/2021
Self-Supervised Learning for Segmentation
Self-supervised learning is emerging as an effective substitute for tran...
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11/29/2020
A method for large diffeomorphic registration via broken geodesics
Anatomical variabilities seen in longitudinal data or inter-subject data...
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08/24/2020
Explainable Disease Classification via weakly-supervised segmentation
Deep learning based approaches to Computer Aided Diagnosis (CAD) typical...
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04/15/2020
Image Segmentation Using Hybrid Representations
This work explores a hybrid approach to segmentation as an alternative t...
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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...
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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...
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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...
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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...
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12/08/2016
Domain knowledge assisted cyst segmentation in OCT retinal images
3D imaging modalities are becoming increasingly popular and relevant in ...
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04/24/2016
