Rajendra S. Sonawane

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 14

Top Topics

Lesion Segmentation

Comparative Study

Multiple Sclerosis Lesions

Top Venues

Biomed. Signal Process. Control.

Comput. Methods Programs Biomed.

Comput. Biol. Medicine

Multim. Tools Appl.

Publications

Ritesh Raj, Narendra D. Londhe, Rajendra S. Sonawane
Objective scoring of psoriasis area and severity index in 2D RGB images using deep learning. Multim. Tools Appl. 83 (26) (2024)
Ritesh Raj, Narendra D. Londhe, Rajendra S. Sonawane
PsLSNetV2: End to end deep learning system for measurement of area score of psoriasis regions in color images. Biomed. Signal Process. Control. 79 (Part) (2023)
Ritesh Raj, Narendra D. Londhe, Rajendra S. Sonawane
Automated psoriasis lesion segmentation from unconstrained environment using residual U-Net with transfer learning. Comput. Methods Programs Biomed. 206 (2021)
Manoranjan Dash, Narendra D. Londhe, Subhojit Ghosh, Vimal K. Shrivastava, Rajendra S. Sonawane
Swarm intelligence based clustering technique for automated lesion detection and diagnosis of psoriasis. Comput. Biol. Chem. 86 (2020)
Manoranjan Dash, Narendra D. Londhe, Subhojit Ghosh, Ritesh Raj, Rajendra S. Sonawane
A cascaded deep convolution neural network based CADx system for psoriasis lesion segmentation and severity assessment. Appl. Soft Comput. 91 (2020)
Ritesh Raj, Narendra D. Londhe, Rajendra S. Sonawane
Automatic Psoriasis Lesion Segmentation from Raw Color Images using Deep Learning. BIBM (2020)
Manoranjan Dash, Narendra D. Londhe, Subhojit Ghosh, Ashish Semwal, Rajendra S. Sonawane
PsLSNet: Automated psoriasis skin lesion segmentation using modified U-Net-based fully convolutional network. Biomed. Signal Process. Control. 52 (2019)
Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri
A novel and robust Bayesian approach for segmentation of psoriasis lesions and its risk stratification. Comput. Methods Programs Biomed. 150 (2017)
Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri
Reliability analysis of psoriasis decision support system in principal component analysis framework. Data Knowl. Eng. 106 (2016)
Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri
A novel approach to multiclass psoriasis disease risk stratification: Machine learning paradigm. Biomed. Signal Process. Control. 28 (2016)
Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri
Computer-aided diagnosis of psoriasis skin images with HOS, texture and color features: A first comparative study of its kind. Comput. Methods Programs Biomed. 126 (2016)
Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri
First review on psoriasis severity risk stratification: An engineering perspective. Comput. Biol. Medicine 63 (2015)
Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri
Exploring the color feature power for psoriasis risk stratification and classification: A data mining paradigm. Comput. Biol. Medicine 65 (2015)
Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri
Reliable and accurate psoriasis disease classification in dermatology images using comprehensive feature space in machine learning paradigm. Expert Syst. Appl. 42 (15-16) (2015)