Faculty
Dr. Vartika Mishra
Assistant Professor
Alliance School of Advanced Computing
Dr. Vartika Mishra teaches Design and Analysis of Algorithms, Data Structures, and Machine Learning. She completed her Ph.D. in Computer Science and Engineering from the National Institute of Technology Rourkela, 2023, where her research was focused on developing efficient feature selection techniques in thermography for breast cancer detection.” She holds an M. Tech in Computer Science and Engineering from IIIT Bhubaneswar, 2017, where she worked on multi-objective optimization for cancer data analysis, and a B. Tech in Information Technology from UTU. Dr. Mishra has been actively involved in AI-driven research in biomedical imaging, has several SCIE-indexed publications to her credit, and has also received seed funding for research on enhancing cancer detection through AI-based methods.
SCIE indexed Journals:
- Mishra, Vartika, Santanu Kumar Rath, and Durga Prasad Mohapatra. ”Thermograms based detection of cancerous tumors in breasts applying texture features.” Quantitative InfraRed Thermography Journal 21, no. 4 (2024): 191-216
- Mishra, Vartika, and Santanu Kumar Rath.”Detection of breast cancer tumours based on feature reduction and classification of thermograms.” Quantitative InfraRed Thermography Journal 18, no. 5 (2021): 300-313
Certifications:
- FDP on Generative AI at Microsoft from 8th July to 12 July 2024.
- A FDP on Intellectual Property Rights at IIMT Institute, from 24th– 28th April, 2023.
- 1 Week FDP on“Project Planning and Management”, NITTR Chandigarh, (16 Jan to 20 Jan 2023).
International Conferences (Scopus):
- Mishra, Vartika, Shibashis Sahu, Subhendu Rath, and Santanu Kumar Rath. ”Image Transformation Based Detection of Breast Cancer Using Thermograms.” In Advances in Distributed Computing and Machine Learning: Proceedings of ICADCML 2023, pp. 409-420. Singapore: Springer Nature Singapore, 2023
- Mishra, Vartika, Subhendu Rath, and Santanu Kumar Rath. ”Local and Global thresholding based breast cancer detection using thermograms.” In International Conference on Machine Intelligence and Signal Processing, pp. 793-804. Singapore: Springer Nature Singapore, 2022.
- Saha, Aindrila, Vartika Mishra, and Santanu Kumar Rath. ”Prediction of growth in COVID-19 Cases in India based on Machine Learning Techniques.” In 2022 International Conference on Innovative Trends in Information Technology (ICITIIT), pp. 1-6. IEEE, 2022.
- Mishra, Vartika, Monika Lilhare, and Santanu Kumar Rath. ”Statistical Analysis Based Feature Selection for Detection of Breast Cancer Using Thermograms.” In International Conference on Internet of Things and Connected Technologies, pp. 211-224. Cham: Springer International Publishing, 2020.
- Mishra, Vartika, and Santanu Kumar Rath. ”Detection of breast cancer thermograms based on asymmetry analysis using texture features.” In 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), pp. 1-5. IEEE, 2019.
- Mishra, Vartika, Yamini Singh, and Santanu Kumar Rath. ”Breast cancer detection from thermograms using feature extraction and machine learning techniques.” In 2019 IEEE 5th international conference for convergence in technology (I2CT), pp. 1-5. IEEE, 2019.
- Mishra, Vartika, Subhendu Rath, and Santanu Kumar Rath. ”Feature analysis for detection of breast cancer thermograms using dimensionality reduction techniques.” In Proceedings of the International Health Informatics Conference: IHIC 2022, pp. 311-321. Singapore: Springer Nature Singapore, 2023.
- V Mishra, M Lilhare, SK Rath. ” Statistical Analysis Based Feature Selection.” In Internet of Things and Connected Technologies: Conference Proceedings, 2021. (Book Chapter)
