Sarada Prasad Dakua

42 papers B 2C 2Journal 30Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Boosting liver segmentation accuracy with UNet++-ViT: integrating autoencoder and hybrid loss function.
Netw. Model. Anal. Health Informatics Bioinform.
Rashmita Kumari Mohapatra, Lochan Jolly, Sarada Prasad Dakua
2026 J jnl
From raw to refined: the influence of preprocessing on ML performance for liver disease detection.
Discov. Artif. Intell.
Rashmita Kumari Mohapatra, Lochan Jolly, Sarada Prasad Dakua
2025 J jnl
A survey of transformers and large language models for ECG diagnosis: advances, challenges, and future directions.
Artif. Intell. Rev.
Mohammed Yusuf Ansari, Mohammed Yaqoob, Mohammed Ishaq, Eduardo Feo Flushing, Iffa Afsa Changaai Mangalote, Sarada Prasad Dakua, Omar Aboumarzouk, Raffaella Righetti, Marwa K. Qaraqe
2025 J jnl
Advancing explainable AI in healthcare: Necessity, progress, and future directions.
Comput. Biol. Chem.
Rashmita Kumari Mohapatra, Lochan Jolly, Sarada Prasad Dakua
2025 J jnl
Development and Validation of a Class Imbalance-Resilient Cardiac Arrest Prediction Framework Incorporating Multiscale Aggregation, ICA and Explainability.
IEEE Trans. Biomed. Eng.
Iffa Afsa Changaai Mangalote, Mohammed Yusuf Ansari, Santu Paul, Osama Halabi, Ezzedin Alataresh, Jassim Shah, Afaf Hamze, Omar Aboumarzouk, Abdulla Al-Ansari, Sarada Prasad Dakua
2025 J jnl
Leveraging Machine and Deep Learning Algorithms for hERG Blocker Prediction.
IEEE Access
Syed Mohammad, Vaisali Chandrasekar, Omar Aboumarzouk, Ajay Vikram Singh, Sarada Prasad Dakua
2024 J jnl
A comprehensive study to learn the impact of augmented reality and haptic interaction in ultrasound-guided percutaneous liver biopsy training and education.
Artif. Intell. Rev.
Iffa Afsa Changaai Mangalote, Omar Aboumarzouk, Abdulla Al-Ansari, Sarada Prasad Dakua
2024 J jnl
A comprehensive survey to study the utilities of image segmentation methods in clinical routine.
Netw. Model. Anal. Health Informatics Bioinform.
Rashmita Kumari Mohapatra, Lochan Jolly, Dalamchwami Chen Lyngdoh, Gajendra Kumar Mourya, Iffa Afsa Changaai Mangalote, Syed Intekhab Alam, Sarada Prasad Dakua
2024 J jnl
AI Radiologist: Revolutionizing Liver Tissue Segmentation with Convolutional Neural Networks and a Clinician-Friendly GUI.
CoRR
Ayman Al-Kababji, Faycal Bensaali, Sarada Prasad Dakua, Yassine Himeur
2024 J jnl
Advancements in Deep Learning for B-Mode Ultrasound Segmentation: A Comprehensive Review.
IEEE Trans. Emerg. Top. Comput. Intell.
Mohammed Yusuf Ansari, Iffa Afsa Changaai Mangalote, Pramod Kumar Meher, Omar Aboumarzouk, Abdulla Al-Ansari, Osama Halabi, Sarada Prasad Dakua
2023 — conf
A Close-Up on the AI Radiologist Software.
ICCSA (2)
Ayman Al-Kababji, Faycal Bensaali, Sarada Prasad Dakua
2023 J jnl
Automated liver tissues delineation techniques: A systematic survey on machine learning current trends and future orientations.
Eng. Appl. Artif. Intell.
Ayman Al-Kababji, Faycal Bensaali, Sarada Prasad Dakua, Yassine Himeur
2023 J jnl
Dense-PSP-UNet: A neural network for fast inference liver ultrasound segmentation.
Comput. Biol. Medicine
Mohammed Yusuf Ansari, Yin Yang, Pramod Kumar Meher, Sarada Prasad Dakua
2023 J jnl
Development of a cerebral aneurysm segmentation method to prevent sentinel hemorrhage.
Netw. Model. Anal. Health Informatics Bioinform.
Yousra Regaya, Abbes Amira, Sarada Prasad Dakua
2023 J jnl
Investigating the Use of Machine Learning Models to Understand the Drugs Permeability Across Placenta.
IEEE Access
Vaisali Chandrasekar, Mohammed Yusuf Ansari, Ajay Vikram Singh, Shahab Uddin, Kirthi S. Prabhu, Sagnika Dash, Souhaila Al Khodor, Annalisa Terranegra, Matteo Avella, Sarada Prasad Dakua
2023 B conf
Neural Network-based Fast Liver Ultrasound Image Segmentation.
IJCNN
Mohammed Yusuf Ansari, Iffa Afsa Changaai Mangalote, Dima Masri, Sarada Prasad Dakua
2023 J jnl
Re-Routing Drugs to Blood Brain Barrier: A Comprehensive Analysis of Machine Learning Approaches With Fingerprint Amalgamation and Data Balancing.
IEEE Access
Mohammed Yusuf Ansari, Vaisali Chandrasekar, Ajay Vikram Singh, Sarada Prasad Dakua
2023 — conf
Role of Liver Registration in Hepatocellular Carcinoma Treatment Planning.
BigDataService
Sarada Prasad Dakua, Snigdha Mohanty, Subhashree Mishra, Sudhansu Sekhar Singh, Julien Abinahed, Abdulla Al-Ansari
2023 — conf
Self-supervised Probe Pose Regression via Optimized Ultrasound Representations for US-CT Fusion.
MICAD
Mohammad Farid Azampour, Yordanka Velikova, Emad Fatemizadeh, Sarada Prasad Dakua, Nassir Navab
2022 J jnl
Correction: Practical utility of liver segmentation methods in clinical surgeries and interventions.
BMC Medical Imaging
Mohammed Yusuf Ansari, Alhusain Abdalla, Mohammed Yaqoob Ansari, Mohammed Ishaq Ansari, Byanne Malluhi, Snigdha Mohanty, Subhashree Mishra, Sudhansu Sekhar Singh, Julien Abinahed, Abdulla Al-Ansari, Shidin Balakrishnan, Sarada Prasad Dakua
2022 J jnl
Practical utility of liver segmentation methods in clinical surgeries and interventions.
BMC Medical Imaging
Mohammed Yusuf Ansari, Alhusain Abdalla, Mohammed Yaqoob Ansari, Mohammed Ishaq Ansari, Byanne Malluhi, Snigdha Mohanty, Subhashree Mishra, Sudhansu Sekhar Singh, Julien Abinahed, Abdulla Al-Ansari, Shidin Balakrishnan, Sarada Prasad Dakua
2022 J jnl
Scheduling Techniques for Liver Segmentation: ReduceLRonPlateau Vs OneCycleLR.
CoRR
Ayman Al-Kababji, Faycal Bensaali, Sarada Prasad Dakua
2022 C conf
Scheduling Techniques for Liver Segmentation: ReduceLRonPlateau vs OneCycleLR.
ISPR
Ayman Al-Kababji, Faycal Bensaali, Sarada Prasad Dakua
2022 J jnl
Toward Computing Cross-Modality Symmetric Non-Rigid Medical Image Registration.
IEEE Access
Snigdha Mohanty, Sarada Prasad Dakua
2022 — conf
Towards Developing a Lightweight Neural Network for Liver CT Segmentation.
MICAD
Mohammed Yusuf Ansari, Snigdha Mohanty, Serah Jessy Mathew, Subhashree Mishra, Sudhansu Sekhar Singh, Julien Abinahed, Abdulla Al-Ansari, Sarada Prasad Dakua
2022 C conf
Towards Developing a Liver Segmentation Method for Hepatocellular Carcinoma Treatment Planning.
INDIN
Snigdha Mohanty, Julien Abinahed, Abdulla Al-Ansari, Subhashree Mishra, Sudhansu Sekhar Singh, Sarada Prasad Dakua
2021 J jnl
Automated liver tissues delineation based on machine learning techniques: A survey, current trends and future orientations.
CoRR
Ayman Al-Kababji, Faycal Bensaali, Sarada Prasad Dakua
2019 J jnl
Moving object tracking in clinical scenarios: application to cardiac surgery and cerebral aneurysm clipping.
Int. J. Comput. Assist. Radiol. Surg.
Sarada Prasad Dakua, Julien Abinahed, Ayman Zakaria, Shidin Balakrishnan, Georges Younes, Nikhil V. Navkar, Abdulla Al-Ansari, Xiaojun Zhai, Faycal Bensaali, Abbes Amira
2019 J jnl
Zynq SoC based acceleration of the lattice Boltzmann method.
Concurr. Comput. Pract. Exp.
Xiaojun Zhai, Abbes Amira, Faycal Bensaali, AlMaha Al-Shibani, Asma Al-Nassr, Asmaa El-Sayed, Mohammad Eslami, Sarada Prasad Dakua, Julien Abinahed
2018 — conf
A Method Towards Cerebral Aneurysm Detection in Clinical Settings.
SaMBa@MICCAI
Sarada Prasad Dakua, Julien Abinahed, Abdulla Al-Ansari, Pablo Garcia Bermejo, Ayaman Zakaria, Abbes Amira, Faycal Bensaali
2018 J jnl
A PCA-based approach for brain aneurysm segmentation.
Multidimens. Syst. Signal Process.
Sarada Prasad Dakua, Julien Abinahed, Abdulla Al-Ansari
2017 J jnl
Cellular automata-based left ventricle reconstruction from magnetic resonance images.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Sarada Prasad Dakua, Julien Abinahed, Abdulla Al-Ansari
2016 J jnl
Pathological liver segmentation using stochastic resonance and cellular automata.
J. Vis. Commun. Image Represent.
Sarada Prasad Dakua, Julien Abinahed, Abdulla Al-Ansari
2015 J jnl
LV Segmentation Using Stochastic Resonance and Evolutionary Cellular Automata.
Int. J. Pattern Recognit. Artif. Intell.
Sarada Prasad Dakua
2014 J jnl
Annularcut: A graph-cut design for left ventricle segmentation from magnetic resonance images.
IET Image Process.
Sarada Prasad Dakua
2013 J jnl
Patient oriented graph-based image segmentation.
Biomed. Signal Process. Control.
Sarada Prasad Dakua, Julien Abi-Nahed
2013 J jnl
Performance divergence with data discrepancy: a review.
Artif. Intell. Rev.
Sarada Prasad Dakua
2013 — conf
Self Stabilization of Image Attributes for Left Ventricle Segmentation.
STACOM
Sarada Prasad Dakua, Julien Abi-Nahed, Abdulla Al-Ansari
2013 J jnl
Use of chaos concept in medical image segmentation.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Sarada Prasad Dakua
2012 — conf
Contrast enhancement in wavelet domain for graph-based segmentation in medical imaging.
ICVGIP
Sarada Prasad Dakua, Julien Abi-Nahed
2011 B conf
Weighting function in Random Walk based left ventricle segmentation.
ICIP
Sarada Prasad Dakua, Jyotinder Sahambi
2008 — conf
A Level Set Method for Cardiac Magnetic Resonance Image Segmentation: An Adaptive Approach.
ICIIS
Sarada Prasad Dakua, J. S. Sahambi