Sarada Dakua

Orcid: 0000-0003-2979-0272

According to our database1, Sarada Dakua authored at least 36 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A comprehensive survey to study the utilities of image segmentation methods in clinical routine.
Netw. Model. Anal. Health Informatics Bioinform., December, 2024

2023
Dense-PSP-UNet: A neural network for fast inference liver ultrasound segmentation.
Comput. Biol. Medicine, February, 2023

Automated liver tissues delineation techniques: A systematic survey on machine learning current trends and future orientations.
Eng. Appl. Artif. Intell., 2023

Investigating the Use of Machine Learning Models to Understand the Drugs Permeability Across Placenta.
IEEE Access, 2023

Re-Routing Drugs to Blood Brain Barrier: A Comprehensive Analysis of Machine Learning Approaches With Fingerprint Amalgamation and Data Balancing.
IEEE Access, 2023

Neural Network-based Fast Liver Ultrasound Image Segmentation.
Proceedings of the International Joint Conference on Neural Networks, 2023

A Close-Up on the AI Radiologist Software.
Proceedings of the Computational Science and Its Applications - ICCSA 2023, 2023

Role of Liver Registration in Hepatocellular Carcinoma Treatment Planning.
Proceedings of the IEEE Ninth International Conference on Big Data Computing Service and Applications, 2023

2022
Correction: Practical utility of liver segmentation methods in clinical surgeries and interventions.
BMC Medical Imaging, 2022

Practical utility of liver segmentation methods in clinical surgeries and interventions.
BMC Medical Imaging, 2022

Toward Computing Cross-Modality Symmetric Non-Rigid Medical Image Registration.
IEEE Access, 2022

Scheduling Techniques for Liver Segmentation: ReduceLRonPlateau vs OneCycleLR.
Proceedings of the Intelligent Systems and Pattern Recognition, 2022

Towards Developing a Liver Segmentation Method for Hepatocellular Carcinoma Treatment Planning.
Proceedings of the 20th IEEE International Conference on Industrial Informatics, 2022

2021
Automated liver tissues delineation based on machine learning techniques: A survey, current trends and future orientations.
CoRR, 2021

2020
Heterogeneous System-on-Chip-Based Lattice-Boltzmann Visual Simulation System.
IEEE Syst. J., 2020

Lattice-Boltzmann interactive blood flow simulation pipeline.
Int. J. Comput. Assist. Radiol. Surg., 2020

A Surgical-Oriented Liver Segmentation Approach Using Deep Learning.
Proceedings of the IEEE International Conference on Informatics, 2020

2019
Zynq SoC based acceleration of the lattice Boltzmann method.
Concurr. Comput. Pract. Exp., 2019

Moving object tracking in clinical scenarios: application to cardiac surgery and cerebral aneurysm clipping.
Int. J. Comput. Assist. Radiol. Surg., 2019

Hemelb Acceleration and Visualization for Cerebral Aneurysms.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018
A PCA-based approach for brain aneurysm segmentation.
Multidimens. Syst. Signal Process., 2018

Real-time automated image segmentation technique for cerebral aneurysm on reconfigurable system-on-chip.
J. Comput. Sci., 2018

A Method Towards Cerebral Aneurysm Detection in Clinical Settings.
Proceedings of the Processing and Analysis of Biomedical Information, 2018

2017
Cellular automata-based left ventricle reconstruction from magnetic resonance images.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2017

2016
Pathological liver segmentation using stochastic resonance and cellular automata.
J. Vis. Commun. Image Represent., 2016

2015
LV Segmentation Using Stochastic Resonance and Evolutionary Cellular Automata.
Int. J. Pattern Recognit. Artif. Intell., 2015

2014
Annularcut: A graph-cut design for left ventricle segmentation from magnetic resonance images.
IET Image Process., 2014

2013
Use of chaos concept in medical image segmentation.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2013

Patient oriented graph-based image segmentation.
Biomed. Signal Process. Control., 2013

Performance divergence with data discrepancy: a review.
Artif. Intell. Rev., 2013

Self Stabilization of Image Attributes for Left Ventricle Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

2012
Contrast enhancement in wavelet domain for graph-based segmentation in medical imaging.
Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012

2011
Weighting function in Random Walk based left ventricle segmentation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2009
Effect of Beta in Random Walk Approach for LV Contour Extraction.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

Left Ventricular Contour Extraction from Cardiac MR Images using CB and Random Walks Approach.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

2008
A Level Set Method for Cardiac Magnetic Resonance Image Segmentation: An Adaptive Approach.
Proceedings of the IEEE Reglon 10 Colloquium and Third International Conference on Industrial and Information Systems, 2008


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