Prostate cancer detection using photoacoustic imaging and deep learning. - Arjun Raj Rajanna; Raymond W. Ptucha; Saugata Sinha; Bhargava Chinni; Vikram Dogra; Navalgund Rao (Image Processing: Algorithms and Systems, 2016)

Diagnosis of Prostate Cancer with Support Vector Machine Using Multiwavelength Photoacoustic Images. - Aniket Borkar; Saugata Sinha; Nikhil Dhengre; Bhargava Chinni; Vikram Dogra; Navalgund Rao (CVIP (1), 2018)

Characterization of a Prototype Visible Light Communication System. - Raghu Donga; Saugata Sinha (ICCCNT, 2018)

Convolutional neural network based face recognition approach. - Pratul Kumar; Sayali Chande; Saugata Sinha (TENCON, 2019)

Combining Learning and Hand-crafted Based Features for Face Recognition in still Images. - Mahesh D. Sawarbandhe; Vishal R. Satpute; Naveen Cheggoju; Saugata Sinha (TENCON, 2019)

Quantitative tissue characterization using discrete wavelet transform of photoacoustic signals: a feasibility study. - Nikita Rathi; Saugata Sinha (Signal Image Video Process., 2019)

Evaluation of Auto-encoder Network with Photoacoustic Signal for Unsupervised Classification of Prostate Cancer. - Megha Patil; Saugata Sinha; Nikhil Dhengre; Bhargava Chinni; Vikram Dogra; Navalgund Rao (CVIP (1), 2020)

Computer aided detection of prostate cancer using multiwavelength photoacoustic data with convolutional neural network. - Nikhil Dhengre; Saugata Sinha; Bhargava Chinni; Vikram Dogra; Navalgund Rao (Biomed. Signal Process. Control., 2020)

Feasibility of quantitative tissue characterization using novel parameters extracted from photoacoustic power spectrum. - Nikita Rathi; Saugata Sinha; Bhargava Chinni; Vikram Dogra; Navalgund Rao (Biomed. Signal Process. Control., 2020)

Computer-Aided Segmentation of Polyps Using Mask R-CNN and Approach to Reduce False Positives. - Saurabh Jha; Balaji Jagtap; Srijan Mazumdar; Saugata Sinha (FICTA (1), 2021)

An edge guided cascaded U-net approach for accelerated magnetic resonance imaging reconstruction. - Nikhil Dhengre; Saugata Sinha (Int. J. Imaging Syst. Technol., 2021)

Multiscale U-net-based accelerated magnetic resonance imaging reconstruction. - Nikhil Dhengre; Saugata Sinha (Signal Image Video Process., 2022)

K sparse autoencoder-based accelerated reconstruction of magnetic resonance imaging. - Nikhil Dhengre; Saugata Sinha (Vis. Comput., 2022)

Comparative analysis of machine learning frameworks for automatic polyp characterization. - Aditi Jain; Saugata Sinha; Srijan Mazumdar (Biomed. Signal Process. Control., 2024)

Differentiating Sporadic Colonic Hamartoma From Adenomas in Narrow Band Imaging Using a Novel AI Network: Attention Based Multi-Scale CNN (AM-Net). - Aditi Jain; Saugata Sinha; Bhargava Chinni; Srijan Mazumdar (Int. J. Imaging Syst. Technol., 2025)