Patent:
R Prashanth, M Sundarapandian, S Rodriguez, "Methods and Apparatus for Streamlining Sample Testing in one or more Diagnostic Analyzers", WO Patent WO/2025/015,164.
Journals:
R Prashanth, S. Dutta Roy, "Early Detection of Parkinson's Disease through Patient Questionnaire and Predictive Modelling", International Journal of Medical Informatics, 119, pp. 75-87, 2018 (A working prototype based on the paper can be found here).
R Prashanth, S. Dutta Roy, "Novel and improved stage estimation in Parkinson's disease using clinical scales and machine learning", Neurocomputing, 305, pp. 78-103, 2018.
R Prashanth, S. Dutta Roy, PK Mandal, S. Ghosh, “High Accuracy Classification of Parkinson's Disease through Shape Analysis and Surface Fitting in 123I-Ioflupane SPECT Imaging”, IEEE Journal of Biomedical and Health Informatics, 21(3), pp. 794-802, 2017.
R Prashanth, S. Dutta Roy, PK Mandal, S. Ghosh, “High-accuracy detection of early Parkinson’s disease through multimodal features and machine learning”, International Journal of Medical Informatics, 90, pp. 13-21, 2016.
S Ghosh, Pampa Halder, R Prashanth, S Paranjape, J Chatterjee, G Bhaduri, ”Quantitative analysis of segmented fluorescein angiography images for the follow up of choroidal neovascular membrane”, Middle East Afr J Ophthalmol.; 22(2), pp. 186–191, 2015.
R Prashanth, S. Dutta Roy, PK Mandal, S. Ghosh, "Automatic classification and prediction models for early Parkinson’s disease diagnosis from SPECT imaging", Expert Systems with Applications, 41, pp. 3333-3342, 2014.
Peer-reviewed Conferences:
R. Prashanth , "Semantic similarity estimation for domain specific data using BERT and other techniques", International Conference on Machine Learning and Data Mining, Vol 2, pp. 488-499, 2019.
R. Prashanth , Deepak K., and Amit Kumar Meher, "High Accuracy Predictive Modelling for Customer Churn Prediction in Telecom Industry ", International Conference on Machine Learning and Data Mining , pp. 391-402, 2017.
Amit Kumar Meher , Jobin Wilson, R. Prashanth, "Towards a Large Scale Practical Churn Model for Prepaid Mobile Markets ", Industrial Conference on Data Mining, pp. 93-106, 2017 .
NA Bhalchandra, R Prashanth, S Dutta Roy, S Noranha, “Early detection of Parkinson’s disease through shape based features from 123 I-Ioflupane SPECT imaging”, International Symposium on Biomedical Imaging (ISBI), pp. 963–966, 2015.
R Prashanth, S Dutta Roy, P K Mandal, S Ghosh, "Parkinson's disease detection using olfactory loss and REM sleep disorder features." In Proc. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 5764 – 5767, 2014. (3rd place winner for the Best Paper Award in BRAIN)
R Prashanth, S Dutta Roy, S Ghosh, Pravat K. Mandal, "Shape features as biomarkers in early Parkinson's disease", Proc. International IEEE EMBS Conference on Neural Engineering, pp. 517-20, 2013.
R Prashanth, S Dutta Roy, Pravat K Mandal, S Ghosh, "Surface fitting in SPECT useful for detecting Parkinson's disease and scans without evidence of dopaminergic deficit", Proc. National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), pp. 1-4, 2013.
R Prashanth, SV Paranjape, S Ghosh, PK Dutta, J Chatterjee, "Characterization of changes in Retinal Pigment Epithelium layer in Choroidal Neovascularization through analysis of Optical Coherence Tomographs", IEEE TechSym, pp. 39-43, 2010.
Book Chapters:
R Prashanth, SV Paranjape, PK Dutta, S Ghosh, Ajoy K Ray, J Chatterjee, "A Novel Image Processing Strategy for the Detection of Lesion Area in Classic Choroidal Neovascularization", In Electronic Design and Signal Processing, Narosa Publishing House, 2012.