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Wilson disease tissue classification and characterization using seven artificial intelligence models embedded with 3D optimization paradigm on a weak training brain magnetic resonance imaging datasets: a supercomputer application.
Published in:
Medical & Biological Engineering & Computing, 2021, v. 59, n. 3, p. 511, doi. 10.1007/s11517-021-02322-0
By:
- Agarwal, Mohit;
- Saba, Luca;
- Gupta, Suneet K.;
- Johri, Amer M.;
- Khanna, Narendra N.;
- Mavrogeni, Sophie;
- Laird, John R.;
- Pareek, Gyan;
- Miner, Martin;
- Sfikakis, Petros P.;
- Protogerou, Athanasios;
- Sharma, Aditya M.;
- Viswanathan, Vijay;
- Kitas, George D.;
- Nicolaides, Andrew;
- Suri, Jasjit S.
Publication type:
Article
Artificial intelligence bias in medical system designs: a systematic review.
Published in:
Multimedia Tools & Applications, 2024, v. 83, n. 6, p. 18005, doi. 10.1007/s11042-023-16029-x
By:
- Kumar, Ashish;
- Aelgani, Vivekanand;
- Vohra, Rubeena;
- Gupta, Suneet K.;
- Bhagawati, Mrinalini;
- Paul, Sudip;
- Saba, Luca;
- Suri, Neha;
- Khanna, Narendra N.;
- Laird, John R.;
- Johri, Amer M.;
- Kalra, Manudeep;
- Fouda, Mostafa M.;
- Fatemi, Mostafa;
- Naidu, Subbaram;
- Suri, Jasjit S.
Publication type:
Article
A Novel Block Imaging Technique Using Nine Artificial Intelligence Models for COVID-19 Disease Classification, Characterization and Severity Measurement in Lung Computed Tomography Scans on an Italian Cohort.
Published in:
Journal of Medical Systems, 2021, v. 45, n. 3, p. 1, doi. 10.1007/s10916-021-01707-w
By:
- Agarwal, Mohit;
- Saba, Luca;
- Gupta, Suneet K.;
- Carriero, Alessandro;
- Falaschi, Zeno;
- Paschè, Alessio;
- Danna, Pietro;
- El-Baz, Ayman;
- Naidu, Subbaram;
- Suri, Jasjit S.
Publication type:
Article
DECACNN: differential evolution-based approach to compress and accelerate the convolution neural network model.
Published in:
Neural Computing & Applications, 2024, v. 36, n. 6, p. 2665, doi. 10.1007/s00521-023-09166-9
By:
- Agarwal, Mohit;
- Gupta, Suneet K.;
- Biswas, K. K.
Publication type:
Article
Development of a compressed FCN architecture for semantic segmentation using Particle Swarm Optimization.
Published in:
Neural Computing & Applications, 2023, v. 35, n. 16, p. 11833, doi. 10.1007/s00521-023-08324-3
By:
- Agarwal, Mohit;
- Gupta, Suneet K.;
- Biswas, K. K.
Publication type:
Article
A novel genetic algorithm-based approach for compression and acceleration of deep learning convolution neural network: an application in computer tomography lung cancer data.
Published in:
Neural Computing & Applications, 2022, v. 34, n. 23, p. 20915, doi. 10.1007/s00521-022-07567-w
By:
- Skandha, Sanagala S.;
- Agarwal, Mohit;
- Utkarsh, Kumar;
- Gupta, Suneet K.;
- Koppula, Vijaya K.;
- Suri, Jasjit S.
Publication type:
Article
Six artificial intelligence paradigms for tissue characterisation and classification of non-COVID-19 pneumonia against COVID-19 pneumonia in computed tomography lungs.
Published in:
International Journal of Computer Assisted Radiology & Surgery, 2021, v. 16, n. 3, p. 423, doi. 10.1007/s11548-021-02317-0
By:
- Saba, Luca;
- Agarwal, Mohit;
- Patrick, Anubhav;
- Puvvula, Anudeep;
- Gupta, Suneet K.;
- Carriero, Alessandro;
- Laird, John R.;
- Kitas, George D.;
- Johri, Amer M.;
- Balestrieri, Antonella;
- Falaschi, Zeno;
- Paschè, Alessio;
- Viswanathan, Vijay;
- El-Baz, Ayman;
- Alam, Iqbal;
- Jain, Abhinav;
- Naidu, Subbaram;
- Oberleitner, Ronald;
- Khanna, Narendra N.;
- Bit, Arindam
Publication type:
Article
Ultrasound-based internal carotid artery plaque characterization using deep learning paradigm on a supercomputer: a cardiovascular disease/stroke risk assessment system.
Published in:
International Journal of Cardiovascular Imaging, 2021, v. 37, n. 5, p. 1511, doi. 10.1007/s10554-020-02124-9
By:
- Saba, Luca;
- Sanagala, Skandha S.;
- Gupta, Suneet K.;
- Koppula, Vijaya K.;
- Johri, Amer M.;
- Sharma, Aditya M.;
- Kolluri, Raghu;
- Bhatt, Deepak L.;
- Nicolaides, Andrew;
- Suri, Jasjit S.
Publication type:
Article
Ten Fast Transfer Learning Models for Carotid Ultrasound Plaque Tissue Characterization in Augmentation Framework Embedded with Heatmaps for Stroke Risk Stratification.
Published in:
Diagnostics (2075-4418), 2021, v. 11, n. 11, p. 2109, doi. 10.3390/diagnostics11112109
By:
- Sanagala, Skandha S.;
- Nicolaides, Andrew;
- Gupta, Suneet K.;
- Koppula, Vijaya K.;
- Saba, Luca;
- Agarwal, Sushant;
- Johri, Amer M.;
- Kalra, Manudeep S.;
- Suri, Jasjit S.
Publication type:
Article
Inter-Variability Study of COVLIAS 1.0: Hybrid Deep Learning Models for COVID-19 Lung Segmentation in Computed Tomography.
Published in:
Diagnostics (2075-4418), 2021, v. 11, n. 11, p. 2025, doi. 10.3390/diagnostics11112025
By:
- Suri, Jasjit S.;
- Agarwal, Sushant;
- Elavarthi, Pranav;
- Pathak, Rajesh;
- Ketireddy, Vedmanvitha;
- Columbu, Marta;
- Saba, Luca;
- Gupta, Suneet K.;
- Faa, Gavino;
- Singh, Inder M.;
- Turk, Monika;
- Chadha, Paramjit S.;
- Johri, Amer M.;
- Khanna, Narendra N.;
- Viskovic, Klaudija;
- Mavrogeni, Sophie;
- Laird, John R.;
- Pareek, Gyan;
- Miner, Martin;
- Sobel, David W.
Publication type:
Article
COVLIAS 1.0: Lung Segmentation in COVID-19 Computed Tomography Scans Using Hybrid Deep Learning Artificial Intelligence Models.
Published in:
Diagnostics (2075-4418), 2021, v. 11, n. 8, p. 1405, doi. 10.3390/diagnostics11081405
By:
- Suri, Jasjit S.;
- Agarwal, Sushant;
- Pathak, Rajesh;
- Ketireddy, Vedmanvitha;
- Columbu, Marta;
- Saba, Luca;
- Gupta, Suneet K.;
- Faa, Gavino;
- Singh, Inder M.;
- Turk, Monika;
- Chadha, Paramjit S.;
- Johri, Amer M.;
- Khanna, Narendra N.;
- Viskovic, Klaudija;
- Mavrogeni, Sophie;
- Laird, John R.;
- Pareek, Gyan;
- Miner, Martin;
- Sobel, David W.;
- Balestrieri, Antonella
Publication type:
Article
Blockchain, artificial intelligence, and healthcare: the tripod of future—a narrative review.
Published in:
Artificial Intelligence Review, 2024, v. 57, n. 9, p. 1, doi. 10.1007/s10462-024-10873-5
By:
- Bathula, Archana;
- Gupta, Suneet K.;
- Merugu, Suresh;
- Saba, Luca;
- Khanna, Narendra N.;
- Laird, John R.;
- Sanagala, Skandha S.;
- Singh, Rajesh;
- Garg, Deepak;
- Fouda, Mostafa M.;
- Suri, Jasjit S.
Publication type:
Article
Human activity recognition in artificial intelligence framework: a narrative review.
Published in:
Artificial Intelligence Review, 2022, v. 55, n. 6, p. 4755, doi. 10.1007/s10462-021-10116-x
By:
- Gupta, Neha;
- Gupta, Suneet K.;
- Pathak, Rajesh K.;
- Jain, Vanita;
- Rashidi, Parisa;
- Suri, Jasjit S.
Publication type:
Article
Cardiovascular disease detection using machine learning and carotid/femoral arterial imaging frameworks in rheumatoid arthritis patients.
Published in:
Rheumatology International, 2022, v. 42, n. 2, p. 215, doi. 10.1007/s00296-021-05062-4
By:
- Konstantonis, George;
- Singh, Krishna V.;
- Sfikakis, Petros P.;
- Jamthikar, Ankush D.;
- Kitas, George D.;
- Gupta, Suneet K.;
- Saba, Luca;
- Verrou, Kleio;
- Khanna, Narendra N.;
- Ruzsa, Zoltan;
- Sharma, Aditya M.;
- Laird, John R.;
- Johri, Amer M.;
- Kalra, Manudeep;
- Protogerou, Athanasios;
- Suri, Jasjit S.
Publication type:
Article

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