Dr. Neeru Singla, Assistant Professor, School of Engineering & Sciences at GD Goenka University. She did her PhD from Thapar Institute of Engineering &Technology, Patiala with thesis entitled “Quantitative Phase Imaging of Biological Samples using Optical Coherence tomography”. She received her M.tech & B.E. from Sant Longowal Institute of Engg. & tech., Longowal. She has more than 10 research publications in SCI journals and international conferences. She got international travel grant from SERB to participate the “ Biophotonics Congress: Optics in the life Sciences”, USA, April 14-17, (2019). Her area of interest includes machine and deep learning applications for the development of health care devices such as quantitative phase microscopy and optical coherence tomography. Her research contributions are in Biomedical Optics and development and application of various optical methods for non-invasive and non-destructive imaging of biological cells and images. She is interested in the development of biomedical devices and image processing applications.
Education
B.Tech, M.Tech., Ph.D.
Publications:
Neeru Singla, Kavita Dubey and Vishal Srivastava, “Automated assessment of breast cancer margin in optical coherence tomography images via pre-trained convolutional neural network”, Journal of Biophotonics, 12(3), e201800255, 2018.
Neeru Singla,Vishal Srivastava, and Dalip Singh Mehta, “Development of full‐field optical spatial coherence tomography system for automated dentification of malaria using the multilevel ensemble classifier.” Journal of Biophotonics, 11(5), e201700279, 2018.
Neeru Singla,Vishal Srivastava, and Dalip Singh Mehta, “In vivo classification of human skin burns using machine learning and quantitative features captured by optical coherence tomography.” Laser Physics Letter, 15(2), 025601, 2018.
Neeru Singla and Vishal Srivastava, “Deep learning enabled multi-wavelength spatial coherence microscope for the classification of malaria-infected stages with limited labelled data size”, Optics and Laser Technology, 130, 106335, 2020.
Kavita Dubey, Neeru Singla, Ankit Butola, Darakhshan Quaiser, Anurag Srivastava, Dalip Singh Mehta, and Vishal Srivastava, “Ensemble Classifier for Improve Diagnosis of the Breast Cancer using Optical Coherence Tomography and Machine Learning”, Laser Physics Letter, 16(2), 025602, 2019.
Research Interests:
Health Monitoring, Bio-Photonics, Signal Processing, Image Processing, Biomedical imaging, Artificial Intelligence, Machine Learning and Deep Learning.
Conferences:
Neeru Singla, Kavita Dubey and Vishal Srivastava, “Automated Detection of Malaria Infected Red Blood Cells using Spatial Coherence Microscope via Ensemble Model”, OSA Biophotonics Congress: Optics in the life Sciences, 2019.
Neeru Singla, Kavita Dubey, Vishal Srivastava, Azeem Ahmad, D. S. Mehta, “Automated high resolution full-field spatial coherence tomography for quantitative phase imaging of human red blood cells", Proc. SPIE 10503, Quantitative Phase Imaging IV, 105032I (23 February 2018), doi: 10.1117/12.2286612.
Neeru Singla, Kavita Dubey, Vishal Srivastava, and Dalip Singh Mehta, “Quantitative detection of morphological alterations in red blood cell during storage using PS-FF-OCT system.” Workshop on recent advances on Photonics (WRAP), 2017.
Kavita Dubey, Neeru Singla, Vishal Srivastava, and Dalip Singh Mehta, “In-vivo quantitative assessment of wounds healing using optical coherence tomography.” Workshop on recent advances on Photonics (WRAP), 2017.
Neeru Singla, Baljit Singh, Inderpreet Singh and Neelesh kumar,“Correlation between Brain Rhythms in Eye open - closed state based on Power Spectral Density.” 4th Edition of International Conference on Wireless Networks and Embedded Systems (WECON), 2015.
Teaching:
Courses/Programmes: Sensors and Transducers, Control Systems, Digital Image Processing, Biomedical laser Instrumentation, Electrical Measurements and Instrumentation, Fundamentals of Electrical and Electronics Engg.
Teaching interests:Instrumentation and Sensors, Control Systems
Practice:
Work Experience: 6 Years
MDPs/FDPs:
Attended workshop on“Advancements in MATLAB for Engineering & Research Applications” organised by GD Goenka University with Mathworks and DesignTech Pvt. Ltd. Gurgaon, Haryana, from 14th July 2025 to 19th July 2025.
Attended workshop on CtrlX software by Rexroth Bosch on PLC, HMI, and IoT & SCADA from 26th May -30th May 2025.
Successfully completed the training program on Urban PV during March 05 and March 06, 2025 at GD Goenka University under the GIZ supported TISA Project.
Successfully completed the training program on Green Hydrogen during Nov 21 to Nov23, 2025 at GD Goenka University organised by Skill India.
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