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An Analysis of the Vulnerability of Two Common Deep Learning-Based Medical Image Segmentation Techniques to Model Inversion Attacks

Sensors (Basel, Switzerland), 2021-06, Vol.21 (11), p.3874

2021

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Probabilistic Multiple Sclerosis Lesion Classification Based on Modeling Regional Intensity Variability and Local Neighborhood Information

IEEE transactions on biomedical engineering, 2015-05, Vol.62 (5), p.1281-1292

2015

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Stroke Lesion Segmentation in FLAIR MRI Datasets Using Customized Markov Random Fields

Frontiers in neurology, 2019-05, Vol.10, p.541-541

2019

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Short-Term Forecasting of Electric Vehicle Load Using Time Series, Machine Learning, and Deep Learning Techniques

World electric vehicle journal, 2023-09, Vol.14 (9), p.266

2023

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Hierarchical Probabilistic Gabor and MRF Segmentation of Brain Tumours in MRI Volumes

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 1), p.751-758

2013

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Dual Gabor frames: theory and computational aspects

IEEE transactions on signal processing, 2005-11, Vol.53 (11), p.4147-4158

2005

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Existence Conditions for Discrete Noncanonical Multiwindow Gabor Schemes

IEEE transactions on signal processing, 2007-10, Vol.55 (10), p.5113-5117

2007

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Macromolecular sequence analysis using multiwindow Gabor representations

Signal processing, 2008-04, Vol.88 (4), p.877-890

2008

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The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

IEEE transactions on medical imaging, 2015-10, Vol.34 (10), p.1993-2024

2015

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Supervised machine learning tools: a tutorial for clinicians

Journal of neural engineering, 2020-11, Vol.17 (6), p.62001

2020

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Iterative Multilevel MRF Leveraging Context and Voxel Information for Brain Tumour Segmentation in MRI

2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014, p.400-405

2014

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IMaGe: Iterative Multilevel Probabilistic Graphical Model for Detection and Segmentation of Multiple Sclerosis Lesions in Brain MRI

Information Processing in Medical Imaging, p.514-526

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Iterative Multilevel Probabilistic Graphical Model for Detection and Segmentation of Tumours and Lesions in Brain MRI

Subbanna, Nagesh

2016

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IMaGe: Iterative Multilevel Probabilistic Graphical Model for Detection and Segmentation of Multiple Sclerosis Lesions in Brain MRI

Information processing in medical imaging : proceedings of the ... conference, 2015, Vol.24, p.514

2015

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Lesion Detection, Segmentation and Prediction in Multiple Sclerosis Clinical Trials

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.15-28

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Automated Quantification of Mammographic Density in Craniocaudal Oblique-View Radiographs

2024 IEEE 9th International Conference for Convergence in Technology (I2CT), 2024, p.1-6

2024

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Segmentation of heart wall muscles and detection of hypertrophic cardiomyopathy from 2D echo images using U- Nets

2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), 2023, p.1-6

2023

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Estimation of Breast Density from Human Mammograms using U-Nets

2022 6th International Conference On Computing, Communication, Control And Automation (ICCUBEA, 2022, p.1-6

2022

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A Survey of the Various Methods and Models Used to Detect Long COVID

2022 6th International Conference On Computing, Communication, Control And Automation (ICCUBEA, 2022, p.1-6

2022

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Detection of Hypertrophic Cardiomyopathy from Echocardiography: A Survey of Current Approaches

2023 3rd International Conference on Pervasive Computing and Social Networking (ICPCSN), 2023, p.224-228

2023

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Analysis of The Various Techniques Used for Breast Segmentation from Mammograms

2023 International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE), 2023, p.1-7

2023

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Atlas based breast registration and segmentation in the Mediolateral Oblique and Craniocaudal Views

2023 Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT), 2023, p.1-5

2023

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An efficient analysis technique for DNA sequences using multiwindow Gabor representations

13th European Signal Processing Conference (EUSIPCO 2005), 2005-09, p.1-4

2005

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Efficient Gabor expansion using non minimal dual Gabor windows

Proceedings of the 2004 11th IEEE International Conference on Electronics, Circuits and Systems, 2004. ICECS 2004, 2004, p.650-653

2004

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An Analysis of the Vulnerability of Two Common Deep Learning-Based Medical Image Segmentation Techniques to Model Inversion Attacks

Probabilistic Multiple Sclerosis Lesion Classification Based on Modeling Regional Intensity Variability and Local Neighborhood Information

Stroke Lesion Segmentation in FLAIR MRI Datasets Using Customized Markov Random Fields

Short-Term Forecasting of Electric Vehicle Load Using Time Series, Machine Learning, and Deep Learning Techniques

Hierarchical Probabilistic Gabor and MRF Segmentation of Brain Tumours in MRI Volumes

Dual Gabor frames: theory and computational aspects

Existence Conditions for Discrete Noncanonical Multiwindow Gabor Schemes

Macromolecular sequence analysis using multiwindow Gabor representations

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

Supervised machine learning tools: a tutorial for clinicians

Iterative Multilevel MRF Leveraging Context and Voxel Information for Brain Tumour Segmentation in MRI

IMaGe: Iterative Multilevel Probabilistic Graphical Model for Detection and Segmentation of Multiple Sclerosis Lesions in Brain MRI

Iterative Multilevel Probabilistic Graphical Model for Detection and Segmentation of Tumours and Lesions in Brain MRI

IMaGe: Iterative Multilevel Probabilistic Graphical Model for Detection and Segmentation of Multiple Sclerosis Lesions in Brain MRI

Lesion Detection, Segmentation and Prediction in Multiple Sclerosis Clinical Trials

Automated Quantification of Mammographic Density in Craniocaudal Oblique-View Radiographs

Segmentation of heart wall muscles and detection of hypertrophic cardiomyopathy from 2D echo images using U- Nets

Estimation of Breast Density from Human Mammograms using U-Nets

A Survey of the Various Methods and Models Used to Detect Long COVID

Detection of Hypertrophic Cardiomyopathy from Echocardiography: A Survey of Current Approaches

Analysis of The Various Techniques Used for Breast Segmentation from Mammograms

Atlas based breast registration and segmentation in the Mediolateral Oblique and Craniocaudal Views

An efficient analysis technique for DNA sequences using multiwindow Gabor representations

Efficient Gabor expansion using non minimal dual Gabor windows

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