Rajendra S. Sonawane

15 papers Journal 13Unranked 2

Year	Rank	Type	Title / 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