Nripendra Kumar Singh
PhD Scholar,
Department of Computer Science,
Jamia Millia Islamia, New Delhi, India.
Email: nripendra1900555@st.jmi.ac.in

Hi! I joined PhD program in the winter 2018-19 session at the department of computer science, Jamia Millia Islamia, New Delhi, India. My area of research work is optimization of deep learning framework for analysis of dental and maxillofacial imaging data using supervised and unsupervised learning techniques. LinkedIn profile and Research Gate profile .

Supervisor

Dr. Khalid Raza , Department of Computer Science, Jamia Millia Islamia.

Research Interest

Computer Vision, Machine Learning
Deep Learning in Medical Image Analysis
Generative Adversarial Networks
Artificial Intelligence

Research Articles

Singh, N.K. & Raza, K. (2022). Progress in deep learning-based dental and maxillofacial image analysis: A systematic review. Expert Systems with Applications, Volume 199., Elsevier.
https://doi.org/10.1016/j.eswa.2022.116968 (IF 8.665).
Raza, K. & Singh, N.K. (2021). A Tour of Unsupervised Deep Learning for Medical Image Analysis. Current Medical Imaging,, Bentham Science.
https://doi.org/10.2174/1573405617666210127154257 (IF 0.882).

Book Chapters/Conferences

Singh, N.K. & Raza, K. (2021). Medical Image Generation Using Generative Adversarial Networks: A Review.
Book Title:Health Informatics: A Computational Perspective in Healthcare, Studies in Computational Intelligence, Springer, 932: 77-96. https://doi.org/10.1007/978-981-15-9735-0_5.
Md. Rashid Farooqi, Naiyar Iqbal, Nripendra Kumar Singh, Mohammad Affan, Khalid Raza. Wireless sensor networks towards convenient infrastructure in the healthcare industry: A systematic study. Book Title: In Advances in ubiquitous sensing applications for healthcare, Sensors for Health Monitoring, Academic Press, Volume 5, 2019, Pages 31-46, ISBN 9780128193617, https://doi.org/10.1016/B978-0-12-819361-7.00002-6.

Courses Studied during in Pre-PhD Course Work

Research Methodology
Machine Learning and Information Retrieval
Image Processing
Literature Review

Seminar/Workshops Attendend

Attended online FDP programme on “Digital Image Processing and Analysis: Application with Practical’s” is organised by Department of Computer Science, Shaheed Sukhdev College of Business Studies, University of Delhi with collaboration with Mahatama Hansaraj Faculty Development Center., held during 25th April 2022 to 30th April 2022.

Participated in the faculty development program on “PYTHON PROGRAMMING” organized by the Department of Computer Engineering, Jamia Millia Islamia, New Delhi in association with Spoken Tutorial, IIT- Bombay, held from 31st August 2020 to 04th September 2020.

Participated in the workshop on “Deep Learning & IOT Using MATLAB” held on 3ed October 2019, organized by the Department of Computer Science, Jamia Millia Islamia, New Delhi-25.

Participated in one day workshop on “Mathematics and computational motivation” on 20th January 2008, organized by Department of Mathematics, Faculty of Natural Science, Jamia Millia Islamia University, New Delhi.

Technical Skills

Python 3.X
Machine Learning and DeepLearning
Pytorch, Keras, Tensorflow
Medical Image Analysis
Website Design & Management