Ms. Pammi Kumari - Medical Image Processing - Best Researcher Award
Birla Institute of Technology - India
Author Profile
Early Academic Pursuits
Ms. Pammi Kumari's academic journey began with her schooling in Bihar, where she excelled with impressive percentages in her 10th and 12th board exams. Her interest in mathematics led her to pursue a Bachelor's degree in Mathematics from Magadh University, where she continued to perform well, obtaining a commendable percentage.
Driven by her passion for technology and engineering, she pursued a Bachelor's degree in Electronics & Communication Engineering from M.J.P. Rohilkhand University, Bareilly, where she graduated with flying colors, securing a DGPA of 8.02 (75%). Her thirst for knowledge didn't stop there; she further pursued a Master's degree in Electronics & Communication Engineering with specialization in Communication Engineering from Invertis University of Technology, Bareilly, achieving an impressive aggregate of 76.47%.
Her academic prowess is evident from her pursuit of a Ph.D. in Electronics & Communication Engineering from Birla Institute of Technology, Mesra, Ranchi, where she has completed a significant portion of her coursework with a notable completion percentage.
Professional Endeavors
Ms. Pammi Kumari's professional journey spans various roles and responsibilities in academia and research. Starting as a lecturer at her alma mater, I.E.T M.J.P Rohilkhand University, Bareilly, she gradually transitioned to more specialized roles. Her teaching experience includes stints as a lecturer at various institutions, including KNIT Sultanpur, Mohammad Ali Jauhar University Rampur, and Meerut Institute of Technology (MIET), where she currently serves as an Assistant Professor in the Department of Computer Science and Engineering, specializing in Data Science.
Additionally, she has served as a Teaching Assistant during her M.Tech. at Invertis University, Bareilly, showcasing her commitment to both learning and teaching. Her research pursuits align with her academic background, focusing on areas such as medical image processing, digital image processing using artificial neural networks, and antenna design and wave propagation.
Contributions and Research Focus
Ms. Pammi Kumari's contributions to academia and research are significant, with a particular focus on leveraging cutting-edge technologies like artificial intelligence (AI) and machine learning (ML) for medical applications. Her research endeavors include the development of automated systems for diabetic retinopathy grading, disease localization, cataract detection, and arteriovenous segmentation from medical images. She has published extensively in reputed journals and presented her findings at national and international conferences, demonstrating her expertise and innovation in the field.
Her research not only contributes to advancing knowledge in her domain but also holds potential implications for improving healthcare diagnostics and treatments, showcasing the practical applications of her work.
Accolades and Recognition
Ms. Pammi Kumari's contributions have been recognized through various accolades and achievements. She holds multiple patents related to IoT health monitoring devices, machine learning-based approaches for e-commerce sites, IoT and artificial intelligence-based solar power generation, and diabetic retinopathy detection. Furthermore, she has authored a book on database concepts and design, highlighting her expertise in the field.
Her research publications in esteemed journals and presentations at conferences reflect the high regard her work holds within the academic community. Additionally, her participation in faculty development programs, workshops, and internships underscores her commitment to continuous learning and professional development.
Impact and Influence
Ms. Pammi Kumari's research and academic endeavors have the potential to make a significant impact in both academia and industry. By developing innovative solutions for medical image processing and leveraging emerging technologies like AI and ML, she aims to address critical challenges in healthcare diagnostics and improve patient outcomes.
Her dedication to teaching and mentorship further contributes to nurturing the next generation of engineers and researchers, ensuring a legacy of excellence and innovation in the field.
Legacy and Future Contributions On Medical Image Processing
Looking ahead, Ms. Pammi Kumari's legacy lies in her continued pursuit of excellence in research, teaching, and innovation. With her ongoing Ph.D. pursuits and involvement in cutting-edge research projects, she aims to push the boundaries of knowledge in her field and make meaningful contributions to society.
Through her mentorship, publications, and patent innovations, she aspires to leave a lasting impact on the field of electronics and communication engineering, inspiring future generations to pursue excellence and innovation in STEM fields.
Notable Publication
- Cataract detection and visualization based on multi-scale deep features by RINet tuned with cyclic learning rate hyperparameter Biomedical Signal Processing and ControlThis link is disabled., 2024 Kumari, P., Saxena, P.
- Automated detection and multi-stage classification of diabetic retinopathy through CNN AIP Conference ProceedingsThis link is disabled., 2023 Kumari, P., Saxena, P.
- An efficient multitasking cascade network for arteriovenous segmentation using dual-modal fundus images Multimedia Tools and ApplicationsThis link is disabled., 2023 Diwakar, R.K., Kumari, P., Saxena, P., Poddar, R.