Rajendra S. Sonawane

15 papers Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
Objective scoring of psoriasis area and severity index in 2D RGB images using deep learning.
Multim. Tools Appl.
Ritesh Raj, Narendra D. Londhe, Rajendra S. Sonawane
2024 — conf
Overcomplete U-Net Networks for Psoriasis Detection in Digital Color Images.
ICPR (22)
Aruna Kumari Kovvuru, Narendra D. Londhe, Ritesh Raj, Rajendra S. Sonawane
2023 J jnl
PsLSNetV2: End to end deep learning system for measurement of area score of psoriasis regions in color images.
Biomed. Signal Process. Control.
Ritesh Raj, Narendra D. Londhe, Rajendra S. Sonawane
2021 J jnl
Automated psoriasis lesion segmentation from unconstrained environment using residual U-Net with transfer learning.
Comput. Methods Programs Biomed.
Ritesh Raj, Narendra D. Londhe, Rajendra S. Sonawane
2020 J jnl
A cascaded deep convolution neural network based CADx system for psoriasis lesion segmentation and severity assessment.
Appl. Soft Comput.
Manoranjan Dash, Narendra D. Londhe, Subhojit Ghosh, Ritesh Raj, Rajendra S. Sonawane
2020 — conf
Automatic Psoriasis Lesion Segmentation from Raw Color Images using Deep Learning.
BIBM
Ritesh Raj, Narendra D. Londhe, Rajendra S. Sonawane
2020 J jnl
Swarm intelligence based clustering technique for automated lesion detection and diagnosis of psoriasis.
Comput. Biol. Chem.
Manoranjan Dash, Narendra D. Londhe, Subhojit Ghosh, Vimal K. Shrivastava, Rajendra S. Sonawane
2019 J jnl
PsLSNet: Automated psoriasis skin lesion segmentation using modified U-Net-based fully convolutional network.
Biomed. Signal Process. Control.
Manoranjan Dash, Narendra D. Londhe, Subhojit Ghosh, Ashish Semwal, Rajendra S. Sonawane
2017 J jnl
A novel and robust Bayesian approach for segmentation of psoriasis lesions and its risk stratification.
Comput. Methods Programs Biomed.
Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri
2016 J jnl
A novel approach to multiclass psoriasis disease risk stratification: Machine learning paradigm.
Biomed. Signal Process. Control.
Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri
2016 J jnl
Computer-aided diagnosis of psoriasis skin images with HOS, texture and color features: A first comparative study of its kind.
Comput. Methods Programs Biomed.
Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri
2016 J jnl
Reliability analysis of psoriasis decision support system in principal component analysis framework.
Data Knowl. Eng.
Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri
2015 J jnl
Exploring the color feature power for psoriasis risk stratification and classification: A data mining paradigm.
Comput. Biol. Medicine
Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri
2015 J jnl
First review on psoriasis severity risk stratification: An engineering perspective.
Comput. Biol. Medicine
Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri
2015 J jnl
Reliable and accurate psoriasis disease classification in dermatology images using comprehensive feature space in machine learning paradigm.
Expert Syst. Appl.
Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri