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2020 – today
- 2022
[j6]Tojo Mathew
, S. Niyas, C. I. Johnpaul, Jyoti R. Kini, Jeny Rajan:
A novel deep classifier framework for automated molecular subtyping of breast carcinoma using immunohistochemistry image analysis. Biomed. Signal Process. Control. 76: 103657 (2022)- [j5]A. S. Neethi, S. Niyas, Santhosh Kumar Kannath, Jimson Mathew, Ajimi Mol Anzar, Jeny Rajan:
Stroke classification from computed tomography scans using 3D convolutional neural network. Biomed. Signal Process. Control. 76: 103720 (2022) - [j4]S. Niyas, S. J. Pawan, M. Anand Kumar, Jeny Rajan:
Medical image segmentation with 3D convolutional neural networks: A survey. Neurocomputing 493: 397-413 (2022) - [c2]S. Niyas, Shraddha Priya, Reena Oswal, Tojo Mathew, Jyoti R. Kini, Jeny Rajan:
Automated Molecular Subtyping of Breast Cancer Through Immunohistochemistry Image Analysis. CVMI 2022: 23-35 - 2021
- [j3]S. Niyas, S. Chethana Vaisali, Iwrin Show, T. G. Chandrika, S. Vinayagamani, Chandrasekharan Kesavadas, Jeny Rajan:
Segmentation of focal cortical dysplasia lesions from magnetic resonance images using 3D convolutional neural networks. Biomed. Signal Process. Control. 70: 102951 (2021) - [j2]Edwin Thomas, Pawan S. Jogi, Shushant Kumar, Anmol Horo, S. Niyas, S. Vinayagamani, Chandrasekharan Kesavadas, Jeny Rajan:
Multi-Res-Attention UNet: A CNN Model for the Segmentation of Focal Cortical Dysplasia Lesions from Magnetic Resonance Images. IEEE J. Biomed. Health Informatics 25(5): 1724-1734 (2021) - [i1]S. Niyas, S. J. Pawan, M. Anand Kumar, Jeny Rajan:
Medical Image Segmentation using 3D Convolutional Neural Networks: A Review. CoRR abs/2108.08467 (2021)
2010 – 2019
- 2019
- [j1]K. M. Bijay Dev, Pawan S. Jogi, S. Niyas, S. Vinayagamani, Chandrasekharan Kesavadas, Jeny Rajan:
Automatic detection and localization of Focal Cortical Dysplasia lesions in MRI using fully convolutional neural network. Biomed. Signal Process. Control. 52: 218-225 (2019) - 2018
- [c1]Puji Lestari, S. Niyas, Dikdik Krisnandi:
Depth Data based Chroma Keying using Grab-cut Segmentation. IC3INA 2018: 118-123
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