Dr GAYATHRY S WARRIER
ME, PhD
ASSISTANT PROFESSOR
ME, PhD
ASSISTANT PROFESSOR
Articles in Journals
| Sl.No. | Title | Name of Journal / Vol. No. / Issue No. / Page Nos | ISSN No. | Date Published |
| 1 | An Improved Combined Adaptive Outline for Contrast Enhancement of Blood Vessels | SN Computer Science / / / - | 2662-995X, 2661-8907 | 02-Sep-2023 |
| 2 | Location of Early Stage Tumor Detection using Microwave Imaging in the Breast Phantom | Current Medical Imaging / / / - | 1875-6603 | 22-Aug-2022 |
| 3 | Implementing Innovative Weed Detection Techniques for Environmental Sustainability | Journal of Environmental Nanotechnology / / / - | 2279-0748 | 18-Jan-2025 |
| 4 | Bridging the Skill Gap: Correlating Affective Competencies with Innovation and Technology Preparedness Among Software Professionals | Indian Journal of Information Sources and Services / 16 / 1 / 211 - 222 | 22316094 | 03-Jan-2026 |
| 5 | All-Optical Plasmonic Neurosensor for Self-Learning Anomaly Detection in Smart IoT Systems | Plasmonics / / / - | 1557-1955 | 21-Jan-2026 |
| 6 | Optimized Fuzzy SVM with Chaotic Henry Gas Solubility Algorithm for Fault Identification in Rotating Machinery | International Journal of Electrical and Electronics Research / / / - | 2347-470 | 30-Jun-2025 |
| 7 | Deep learning-driven correction of motion-induced artifacts in microfluidic on-chip fluorescence microscopy for robust cell classification | Microfluidics and Nanofluidics / 30 / 3 / - | 1613-4982 | 24-Feb-2026 |
| 8 | Advancements in Automated Spine Disorder Detection Using CT Scans: A Decade of Progress (2014–2024) | Lecture Notes in Networks and Systems / 1671 / / 443 - 454 | 2367-3370 | 01-Apr-2026 |
Books/ Book Chapter/Case Study
| Sl.No. | Title | Author Names(s) | ISBN No. | Month Year |
| 1 | Deep Learning in Biomedical Signal and Medical Imaging | GAYATHRY S WARRIER,GOPILA M, NEELAVENI P, NGANGBAM HEROJIT SINGH, SARADA PRASAD G, TAMILARASI K, THANDAIAH PRABU R, UTKU KOSE | 9781032622606 | / |
| 2 | Model Optimization Methods for Efficient and Edge AI: Federated Learning Architectures, Frameworks and Applications | GAYATHRY S WARRIER,BALAKRISHNAN C , MAHALAKSHMI J,AMIR MASOUD RAHMANI, GAYATHRI NAGASUBRAMANIAN, PETHURU RAJ CHELLIAH, ROBERT COLBY, SUNDARAVADIVAZHAGAN BALASUBARAMANIAN, SUNKU RANGANATH | 978-139421923-0, 978-139421921-6 | / |
| 3 | Future of Internet of Bio-Nano Things in Personalized Healthcare: Applications and Challenges | GAYATHRY S WARRIER,AHMED ELNGAR, ARSHEY M., SOMASEKAR M. | 978-044327604-0 | / |
Participation in Seminars/Conferences/Symposium
| Sl.No. | Name of the Conference /Seminar /Symposium | Type of Program | Title of the Article | Role | Venue/Place | Date |
| 1 | 2021 IEEE SEVENTH INTERNATIONAL CONFERENCE ON BIOSIGNALS, IMAGES AND INSTRUMENTATION | CONFERENCES | Segmentation of Spinal Canal using Active Contour Model | PRESENTER) | SSN College of EngineeringChennai | 25/03/2021 |
| 2 | International Conference on Trends in Artificial Intelligence(ICTAI) | CONFERENCES | Role of Deep Learning Algorithms for the Crop Monitoring-A Detailed Study | PRESENTER) | IGCTiruchirappalli | 20/09/2024 |
| 3 | International Conference on Communication and Computational Technologies | CONFERENCES | Advancements in Automated Spine Disorder Detection using CT Scans: A Decade of Progress (2014-2024) | PRESENTER) | National Forensic Sciences University Goa Campus and Florida International University, Miami, FL, USANational Forensic Sciences University Goa Campus, India | 14/02/2025 |
| 4 | International Conference on Recent Trends in Computer Science, Technology, Data Science and Applications | CONFERENCES | Integration of CNN and LSTM for Automated Spine Disorder Diagnosis from CT Scans | PRESENTER) | Vidyasagar College of Arts and Science | 07/02/2025 |
| 5 | National Conference on "Innovations in Science, Technology Agriculture and Healthcare Applications | CONFERENCES | Crop disease classification using hybrid svm and machine learning classifiers | PRESENTER) | Nehru Group of Institutions | 23/08/2024 |
| 6 | International Conference On Recent Trends In Computational Technologies And Sustainable Development Goals | CONFERENCES | AI Powered Smart Agriculture Advisory System | PRESENTER) | PSG College of Arts and Science | 25/03/2025 |
| 7 | International Conference on Innovations in Cybersecurity and Data Science | CONFERENCES | Sentiment-based product recommendation using LSTM on e-commerce reviews | PRESENTER) | Reva University | 02/06/2025 |
| 8 | INDO.KOREA INTERNATIONAL CONFERENCE 2025 By CHRIST University | CONFERENCES | Transforming Agriculture with Quantum Sensing | CO_PRESENTER) | CHRIST (Deemed to be University)Bengaluru | 21/07/2025 |
Invited Talks
| Sl.No. | Titel of the Program | Name of the Program | Date | Name of the Institution |
| 1 | Personal Growth Via Engagement In Clubs And Associations | Invited Talk | 01/07/2024 | Christ University |
Patents
| Sl.No. | Title of Invention | Inventor(s) | Filing Date |
| 1 | Portable Mount Stand for Sun Tracking Solar Panel | GAYATHRY S WARRIER, MAHALAKSHMI J | 26-Sep-2023 |
| 2 | Screen for displaying Graphical User Interface for Data Visualization in Augmented Reality Environments | BALAKRISHNAN C , GAYATHRY S WARRIER, KOKILAVANI T, MAHALAKSHMI J, STEPHEN R | 19-Aug-2024 |
| 3 | Data Encryption Computing Machine for Cybersecurity Applications | GAYATHRY S WARRIER, KOKILAVANI T | 22-Sep-2024 |
Research Project
| Sl.No. | Name of the Research Project | Investigator(s) | Sponsors | Internal/External |
| 1 | A Deep Learning Framework for Accurate Spine Disorder Detection and Risk Prediction | GAYATHRY S WARRIER | Internal |
Workshop/FDP/Training programme
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Organiser | Level | Role | Date |
| 1 | Prompt Engineering for ChatGPT | Coursera, Vanderbilt University | International | Participant | 09/12/2024 |
| 2 | Java Programming: Solving Problems with Software | Coursera, Duke University | International | Participant | 20/11/2024 |
| 3 | Programming Foundations with JavaScript, HTML and CSS | Coursera, Duke University | International | Participant | 01/11/2024 |
| 4 | Drone Data and AI Application in the Area of the Research | Department of Computer Science, Christ (Deemed to be University), Yeshwanthpur Campus, | Institutional | Participant | 08/10/2024 |
| 5 | Inculcating Universal Human Values in Technical Education | All India Council for Technical Education (AICTE), | National | Participant | 17/06/2024 |
| 6 | Intellectual Property Rights and Patents | Department of Information Technology, Dr M.G.R Educational and Research Institute, Chennai, | International | Participant | 20/05/2024 |
| 7 | GenAI and its implications | Verizon, Hyderabad, | International | Participant | 10/05/2024 |
| 8 | Recent Technologies in Computer Science for Research Perspectives-2024 | PG & Research Department of Computer Science, Bishop Heber College, | International | Participant | 01/05/2024 |
| 9 | Generative AI for Educators | Google, Google | International | Participant | 28/04/2024 |
| 10 | No-fire Cooking | Department of Computer Science, Christ (Deemed to be University), Yeshwanthpur Campus, | Institutional | Organiser & Presenter | 26/03/2024 |
| 11 | Skill Enhancement Training on Goal Setting | Christ (Deemed to be University), | Institutional | Invited Resource Person/Trainer | 23/03/2024 |
| 12 | Leveraging AI for Smart Teaching | BISHOP HEBER COLLEGE, | National | Participant | 04/03/2024 |
| 13 | Learn Python Programming-Beginning to master | Udemy, | International | Participant | 20/01/2024 |
| 14 | Mastering Data Structures & Algorithms using C and C++ | Udemy, | International | Participant | 08/01/2024 |
| 15 | Machine Learning - From basics to Advanced | Udemy, | International | Participant | 20/12/2023 |
| 16 | Faculty Development Program on Deep Learning Case Studies | TCS, | National | Participant | 25/10/2023 |
| 17 | Faculty Orientation Program | Staff Development College, | Institutional | Participant | 19/09/2023 |
| 18 | One Week National Level FDP on Cloud Infrastructure (AWS) | Christ (Deemed to be University), PUNE LAVASA CAMPUS, BrainOVision and AICTE, | National | Participant | 21/08/2023 |
| 19 | Induction Program | Staff Development College, | Institutional | Participant | 18/08/2023 |
| 20 | Navigating the pathways of publishing in High-quality journals | Elsevier, | Institutional | Participant | 07/08/2023 |
| 21 | A 21-Day Online International FDP on Data Science Tools | Department of Computer Science and Engineering, SRM Institute of Science & Technology, Tiruchirappalli Campus, SRM Institute of Science & Technology, Tiruchirapp | International | Participant | 12/07/2023 |
| 22 | Faculty Development Programme | Centre for Education Beyond Curriculum(CEDBEC) and Staff Development Collge(SDC), | Institutional | Participant | 26/06/2023 |
Awards/Achievements/Others
| Sl.No. | Name of the Awards/Achievements/Others | Description | Organisation | Month/ Year |
| 1 | Java Programming: Arrays, Lists, and Structured Data | Duke University | 02 February 2025 | |
| 2 | ChatGPT Advanced Data Analysis | Vanderbilt University | 03 February 2025 | |
| 3 | Prompt Engineering | Vanderbilt University | 03 February 2025 | |
| 4 | Certificate of Reviewing | IEEE Computer Society, Christ University | 24 February 2025 | |
| 5 | Reviewer of IEEE International Conference | Madanapalle Institute of Technology and Science | 07 December 2023 | |
| 6 | Organizer Certificate | ICCIST 2025 | CHRIST UNIVERSITY | 19 December 2025 |
| 7 | ICCIST 2025 Reviewer & Technical Program Committee Member | IEEE International Conference on Computational Innovations and Sustainable Technologies (ICCIST 2025) | CHRIST UNIVERSITY | 19 December 2025 |
| 8 | ICCIST Meta Reviewer & Technical Program Committee Member | IEEE International Conference on Computational Innovations and Sustainable Technologies (ICCIST 2025) | CHRIST UNIVERSITY | 19 December 2025 |