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Explainable Deep Learning Models in Medical Image Analysis

Journal of imaging, 2020-06, Vol.6 (6), p.52

2020

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White blood cell detection, classification and analysis using phase imaging with computational specificity (PICS)

Scientific reports, 2022-11, Vol.12 (1), p.20043-20043, Article 20043

2022

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Inspiring a convergent engineering approach to measure and model the tissue microenvironment

Heliyon, 2024-06, Vol.10 (12), p.e32546, Article e32546

2024

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Ophthalmic diagnosis using deep learning with fundus images – A critical review

Artificial intelligence in medicine, 2020-01, Vol.102, p.101758-101758, Article 101758

2020

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A Test Statistic Estimation-Based Approach for Establishing Self-Interpretable CNN-Based Binary Classifiers

IEEE transactions on medical imaging, 2024-05, Vol.43 (5), p.1753-1765

2024

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BIDEAL: A Toolbox for Bicluster Analysis—Generation, Visualization and Validation

SN computer science, 2021-02, Vol.2 (1), p.24, Article 24

2021

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DeSupGAN: Multi-scale Feature Averaging Generative Adversarial Network for Simultaneous De-blurring and Super-Resolution of Retinal Fundus Images

Ophthalmic Medical Image Analysis, 2020, Vol.12069, p.32-41

2020

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What is the Optimal Attribution Method for Explainable Ophthalmic Disease Classification?

Ophthalmic Medical Image Analysis, 2020, Vol.12069, p.21-31

2020

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Parallelized Common Factor Attack on RSA

Information Systems Security, p.303-312

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Emotion specification from musical stimuli: An EEG study with AFA and DFA

2017 4th International Conference on Signal Processing and Integrated Networks (SPIN), 2017, p.596-600

2017

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Deep learning for ophthalmology using optical coherence tomography

State of the Art in Neural Networks and Their Applications, 2021

2021

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Can musical emotion be quantified with neural jitter or shimmer? A novel EEG based study with Hindustani classical music

2017 4th International Conference on Signal Processing and Integrated Networks (SPIN), 2017, p.358-363

2017

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Computer aided technique for Epilepsy classification using cross wavelet transform and RBF-kernel based support vector machine

2016 2nd International Conference on Next Generation Computing Technologies (NGCT), 2016, p.501-505

2016

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Chapter 12 - Deep learning for ophthalmology using optical coherence tomography

State of the Art in Neural Networks and Their Applications, 2021, p.239-269

2021

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Quantification and categorization of emotion using cross cultural music: An EEG based fractal study

2016 2nd International Conference on Next Generation Computing Technologies (NGCT), 2016, p.759-764

2016

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A Deep Learning Approach for Position Control of a Mobile Robot

2023 8th International Conference on Computers and Devices for Communication (CODEC), 2023, p.1-2

2023

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Saving Lives through Medical Devices

Becoming a Supply Chain Leader, 2022, p.199-215

1, 2022

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Case Studies in Supply Chain Management

Becoming a Supply Chain Leader, 2022, p.399-411

1, 2022

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Explainable Deep Learning Models in Medical Image Analysis

White blood cell detection, classification and analysis using phase imaging with computational specificity (PICS)

Inspiring a convergent engineering approach to measure and model the tissue microenvironment

Ophthalmic diagnosis using deep learning with fundus images – A critical review

A Test Statistic Estimation-Based Approach for Establishing Self-Interpretable CNN-Based Binary Classifiers

BIDEAL: A Toolbox for Bicluster Analysis—Generation, Visualization and Validation

DeSupGAN: Multi-scale Feature Averaging Generative Adversarial Network for Simultaneous De-blurring and Super-Resolution of Retinal Fundus Images

What is the Optimal Attribution Method for Explainable Ophthalmic Disease Classification?

Parallelized Common Factor Attack on RSA

Emotion specification from musical stimuli: An EEG study with AFA and DFA

Deep learning for ophthalmology using optical coherence tomography

Can musical emotion be quantified with neural jitter or shimmer? A novel EEG based study with Hindustani classical music

Computer aided technique for Epilepsy classification using cross wavelet transform and RBF-kernel based support vector machine

Chapter 12 - Deep learning for ophthalmology using optical coherence tomography

Quantification and categorization of emotion using cross cultural music: An EEG based fractal study

A Deep Learning Approach for Position Control of a Mobile Robot

Saving Lives through Medical Devices

Case Studies in Supply Chain Management

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