Awards and Achievements

Patent Details:

• M.D et.al filed and published an Indian Patent on “Automated Diagnosis of Multiple Sclerosis Lesions in Normal Appearing White Matter from Brain MRI” on Routine MRI Sequence” on Feb- 2021 with IP RIGHT NUMBER: 2021101321.

• Innovation Patent has been granted to Swetha M D et.al on “WS-Cloud and Big Query Data Performance Improved using Machine & Deep Learning” by Australian Government on June -2021 with IP RIGHT NUMBER: 202141004383.
• Completed Google Cloud Career Readiness Program -ACE TRACK

Professional Memberships

Life Member of ISTE: Indian Society for Technical Education (ISTE), India

Expertise / list of Subjects handled

• Artificial Intelligence, Machine learning, Image Processing & Computer Vision

List of subjects handled-

• Internet of Things
• Storage Area Network
• Object Oriented Modeling & Design
• Discrete Mathematical Structures
• Operational Research
• Operating System
• Graph Theory & Combinatorics
• Software Architecture
• Cyber Law for IT Engineers
• Biology for IT Engineers
• Biology for IT Engineers

Research Interest

• Artificial Intelligence, Machine learning, Image Processing & Computer Vision

Journal

• Swetha M D¹, C R Aditya², “Noise Invariant Convolution Neural Network for Segmentation of Multiple Sclerosis Lesions from Brain Magnetic Resonance Imaging”, Published in IJOE, Vol- 18, Issue 9, Oct 2022.
• Swetha M D¹, C R Aditya², “Sparse Feature Aware Noise Removal Technique for Brain Multiple Sclerosis Lesions using Magnetic Resonance Imaging” Published in IJACSA,Volume 13, Issue 6, June 2022.
• Manoj V. Khatokar¹, Hemanth Kumar², Swetha M D,“Automated Detection of Multiple Sclerosis Lesions in Normal Appearing White Matter from Brain MRI: A Survey”, Published in Asian Journal of Computer Science and Technology, ISSN: 2249-0701,pp.38-44,Vol.10 No.1, May 2021.
• Pavana H R¹, Swetha M D², “Predicting the Multiple Sclerosis Lesions of Brain Using Convolutional Neural Network”, Published in International Journal of Innovative Research in Computer and Communication Engineering, Volume 8, Issue 7, June -2020.
• M.D¹,Dhanush² et.al, “A Survey on Identification of Multiple Sclerosis Lesions from Brain MRI” ,Published in International Journal for Research in Applied Science Engineering Technology, Pgs- 1386-89, Volume 8 Issue V, June-2020.
• Ayush Arora¹, Ritesh Kumar², Shubham Tiwari³, M.D⁴, S.Venkatesan ⁵ ,“Classification of Brain Tumor Using Devernay Sub-Pixel Edge Detection and K-Nearest Neighbours Methodology” Global Journal of Medical Research and Neuro immunology and Neuro inflammation, Oct-2018.
• Ayush Arora¹, Priyanshu Roy¹, Shwetha MD², S Venktesan², “k-NN Based Classification of Brain MRI Images using DWT and PCA to Detect Different Types of Brain Tumour”, International Journal of Medical Research & Health Sciences, ISSN No: 2319-5886, May

Hobbies

• Playing Badminton
• Read Books

Sports

• Playing Badminton
• Carrom
• Table Tennis

Music

• Listening to Melodious Songs