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Shekhar S. Chandra

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

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107

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0

Scholarly Papers (3)

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1.

Identification of Suspicious Naevi from Dermoscopy Images Using Machine Learning

Number of pages: 34 Posted: 11 Mar 2022
Fatima Shahad Al Zegair, Brigid Betz-Stablein, Zongyuan Ge, Anders Eriksson, Monika Janda, H. Peter Soyer and Shekhar S. Chandra
University of Queensland - School of Information Technology and Electrical Engineering, affiliation not provided to SSRN, Monash University - eResearch Centre, University of Queensland, University of Queensland - Centre for Health Services Research, University of Queensland - Faculty of Medicine and affiliation not provided to SSRN
Downloads 53 (1,031,043)

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Lesion classification, Suspicious naevus, machine learning, Dermoscopy images, Convolutional Neural Networks, Artificial Neural Network

2.

Identifying Suspicious Naevi: Dermoscopic Image Classification with Variational Autoencoder Auxiliary Classifier Generative Adversarial Networks

Number of pages: 20 Posted: 07 Jun 2024
Fatima Al Zegair, Brigid Betz-Stablein, Monika Janda, H. Peter Soyer and Shekhar S. Chandra
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Queensland - Centre for Health Services Research, University of Queensland - Faculty of Medicine and affiliation not provided to SSRN
Downloads 39 (1,196,171)

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suspicious naevi, non-suspicious naevi, Deep Convolutional Generative Adversarial Network (DCGAN), Auxiliary Classifier Generative Adversarial Network (ACGAN), Variational Autoencoder Auxiliary Classifier Generative Adversarial Network (VAE-ACGAN), manifold

3.

SAMRI: Segment Anything Model for MRI

Number of pages: 14 Posted: 10 Mar 2026
Zhao Wang, Wei Dai, Thuy Thanh Dao, Steffen Bollmann, Hongfu Sun, Craig Engstrom and Shekhar S. Chandra
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 15 (1,509,872)

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mri, segmentation, SAM, Vision transformer, Small object, Deep Learning, Whole body