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Research

RESEARCH SUPERVISORS

Sl. NO. NAME OF THE FACULTY AREA OF SPECIALIZATION RECOGNITION UNIVERSITY SUPERVISOR REFERENCE NO.

1.

Dr.Samuel Manoharan

Wireless Sensor and Networks, Signal processing

Anna University, Chennai

4290003

2.

Dr. R. Anitha

Networking, Image Processing, RF & Antenna

Anna University, Chennai

3140051

FACULTY MEMBERS WITH PHD

Sl. NO. NAME OF THE FACULTY RECOGNITION UNIVERSITY AREA OF SPECIALIZATION

1.

Dr.Samuel Manoharan

Karunya University, Coimbatore

Signal processing

2.

Dr. J. Sofia Bobby

Anna University, Chennai

Cognitive neurosciences, Signal processing

3.

Dr.R.Anitha

Anna University, Chennai

Wireless communication and Networks

FACULTY MEMBERS PURSUING PHD

Sl. NO. NAME OF THE FACULTY UNIVERSITY REFERENCE NO.

1.

Ms. P. Nandhini

Anna University, Chennai

1224499851

2.

Ms. S. Purnima

Anna University, Chennai

18234197303

3.

Ms. C.L. Annapoorani

Anna University, Chennai

21255197148

LIST OF RESEARCH JOURNALS PUBLISHED

Dr.J. Sofia Bobby, Ms.S.Purnima, Ms.V.Mythily published a paper titled ‘In vitro chronic wound healing using collagen and plant extract along with zinc Nanoparticles in EAI endorsed transactions’ in EAI Endorsed Transactions on Pervasive Health and Technology, 2023

Dr.J. Sofia Bobby published a paper titled ‘Optimized Feature Selection for Brain Cancer Detection’, in IEEE Explore, 2023

Dr.J.Sofia bobby, Ms.C.L.Annapoorani, Ms.B.Nivedha, Ms.S.Lavanya Ms.Kabini, Cost Effective Blood collection monitor for Emergency patients IEEE Explore, 2024

Dr.J.Sofia bobby, Ms.V.Mythily, Ms.C.L.Annapoorani, Ms.S.Purnima Detection of Anemia from Palpebral image of Anterior conjunctiva using SVM classifier, IEEE Explore, 2024

Dr.J.Sofia bobby, Ms.S.Lavanya, Ms.B.Nivedha, Dr.R.Anitha, Yuvasakthi, Lekha Lower limbs design for paralytic patients using 3D printing ICCSP 2024

Dr.J.Sofia Bobby, Ms.S.Purnima, Ms.V.Mythily, B. Ghiri Rajan, , Subhankar, M. Sowmiya In vitro chronic wound healing using collagen and plant extract along with zinc Nanoparticles in EAI endorsed transactions, EAI Endorsed Transactions on Pervasive health and technology, 2024

Dr.R. Anitha Enhancing Battery Management of Electric Vehicles through Bidirectional Charging for Sustainable Mobility, International Journal of INTELLIGENT SYSTEMS AND APPLICATIONS IN ENGINEERING, 2024

Dr.R. Anitha Design and Elevating Cloud Security Through a Comprehensive Integration of Zero Trust Framework, International Journal of INTELLIGENT SYSTEMS AND APPLICATIONS IN ENGINEERING, 2024

Ms.V.Mythily Patient Treatment classification using machine Learning, IEEE Explore, 2024

Ms.S.Purnima Neural Network Classification of Resting State fMRI Data of ADHD and Healthy Subjects using Dynamic Mode Features, IEEE Asia-Pacific Conference on Computer Science and Data Engineering, 2024

Dr.J.Sivakamasundari & Dr.Sheeja V.Francis, Rasiga priya published a paper titled “Enhanced Retinal Biometric system for the Diabetic population using modified Discrete Grey wolf optimization algorithm" in ECS Publications, Vol 107, no.1.

Dr.J.Sofia Bobby, C.L.Annapoorani, Divya P, Malini S, Muzhumathi, 2022 published a paper title Published a paper titled "SMART HEAD BAND FOR STROKE PATIENTS", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 2, pp.a153-a161

Dr.J. Sofia Bobby, Dr.S. Prakash , B. Priyanka , B. Raghul Published a paper titled " Neurorehabilitation Technology to Enhance Motor Activity of Hemiparesis Patients ", NEUROQUANTOLOGY (eISSN1303-5150), Volume 20 | Issue 6 |pp. 5143-5151, June 2022

Dr.M.Ramalingam, Dr.C.R.Sathyamoorthy, Dr.J. Sofia Bobby published a paper title Published a paper titled "S A Deep convolution Neural Network for predicting abnormality on breast mammogram images", NEUROQUANTOLOGY (eISSN1303-5150), Volume 20 | Issue 6 |pp. 5685-5692, June 2022

M.S. Jeyalakshmi, Ms. S. Purnima 2022 “Visual and Auditory feedback for stutter correctiom and management in children”, International Research Journal of Modernization in Engineering Technology and Science, Volume 04 Issue 03 pp 297-302.

B.Nivetha, D.Mohan Raj, T.Deepak Raj, Mohammed Rasvil, “Geo magnetic sleep Inducer”, International Journal of Creative Research Thoughts - IJCRT (ISSN: 2320-2882), Volume 10 | Issue 6 | pp.h318-h320, June 2022.

B.Nivetha, Srikanth, Raga Sakthi, K.Prabhakaran, S.Sunil prasanth “Surgical Robotic Arm”, International Journal of Creative Research Thoughts - IJCRT (ISSN: 2320-2882), Volume 10 | Issue 6 | pp.113-116, June 2022.

Sheeja V Francis, Sivakamasundari J, Sandeep Jaipurkar, “A Preliminary Investigation on Ocular Thermal Image Patterns Using Clinical Case Studies ”, Annals of RSCB, vol. 25, no. 6, pp. 13710 –, Jun. 2021.

Sofia Bobby J, Annapoorani C.L, “Analysis of Intracranial Hemorrhage in Ct Brain Images Using Machine Learning and Deep Learning Algorithm”, Annals of RSCB, vol. 25, no. 6, pp. 13742 –, Jun. 2021.

Annapoorani C L, Sofia Bobby J. B. Anandhi, P. Hema, “Deep Multiple Instance Learning for Automatic Detection of Diabetic Retinopathy in Retinal Images”, Annals of RSCB, vol. 25, no. 6, pp. 13696 –, Jun. 2021.

Jeyalakshmi M.S, has published a paper titled “Cochlear Implantation Domain Knowledge Representation and Recommendation” in Annals of R.S.C.B., ISSN:1583-6258, Vol. 25, Issue 6, 2021, Pages. 13719 – 13730

Purnima S, Lashna V, Mahalakshmi P,Sushmika, A.Tharani, “An Approach to Detect and Classify Bone tumour using fast and Robust Fuzzy C Means Clustering technique”, Annals of RSCB, vol. 25, no. 6, pp. 13736 –, Jun. 2021.

Ms. B. Nivetha, “Air Quality Detection System using Think speak”, Annals of RSCB, vol. 25, no. 6, pp. 13731 –, Jun. 2021.

LIST OF RESEARCH FUND PROCURED

Sl. NO. NAME OF THE SUPERVISOR
AND AUTHORS		 TITLE OF THE PROJECT FUNDING AGENCY FUND DETAILS

1.

C.L. Annapoorani, Abimanyu.A, Anandraj.E, Kalaichezhiyan.K.S, Mahendran.K

Enhance lower limb muscles function using electrical stimulation with EMG analysis

Tamilnadu State Council for Science
and Technology

Rs. 7500/-

October 2021

Patent

S.No Name of the Applicant Project Title Application Number Date of filing of application Filed / Published / Granted Date of Publication / Grant
1 Dr.H.James Deva Koresh,Mr.P.Jayabalasubramaniam,Ms.M.Suganyadevi,Dr.L.Malathi,Ms.M.Madhumalini,Ms.B.Nivetha,Ms.U.Elakkiya Image Semantic Segmentation using AI algorithm in Image Processing 202441061651 14/08/24 Published 23/08/24
2 Dr. V. Balamurugan, Dr.P.Mukilan, Dr.A.Vijayalakshmi, M.Suganyadevi, K.Prashanthini, Dr. A.N. Jayanthi, S.Nandhini, B.Nivetha IoT based automated paralysis patient healthcare system 202441098696 13/12/2024 Published 27/12/2024
3 Dr.J.Sofia Bobby, Dr.R.Anitha, Ms.S.Purnima, Ms.S.Lavanya,Ms.V.Mythili, Ms.C.L.Annapoorani, Ms.B.Nivetha An automated wheelchair for physically challenged people using hand gesture and mobile 202441018468A 14/03/2024 Published 29/03/2024
4 Dr.J.Sofia Bobby, Ms.S.purnima, Ms.C.L.Annapoorani, Ms.S.Lavanya, Ms.B.Nivetha Apparatus for healing diabetic foot ulcer 391980-001 8/5/2023 Published 26/10/2023
5 Dr.J. Sofia Bobby Cost effective and portable blood collection monitor 202341043360 28/06/2023 Published 15/09/2023
6 Ms.S.Purnima A virtual reality based Rehabilitative therapy for Autism spectrum disorder 202341043379 28/06/2023 Published 15/09/2023
7 Ms.S.Lavanya Automatic Airbag for deep sea divers 202341043356 28/06/2023 Published 15/09/2023
8 Ms.C.L.Annapoorani Rehabilitation of Injured post EMG analysis 202341043346 28/06/2023 Published 15/09/2023
9 Ms.B.Nivetha Lower limb design for paraluzed people controlled using EMG sensor 202341043358 28/06/2023 Published 15/09/2023
10 Dr.J.Sofia Bobby, Ms.M.S.Jeyalakshmi, Ms.S.Purnima, Ms.C.L.Annapoorani, Ms.B.Nivetha,Ms.S.Lavanya Smart Assistive and Tracking Device for an Epilepsy Patient even in a long distances 202241073499 19/12/2022 Published 30/12/2022
11 Dr.J.Sofia Bobby, Ms.C.L.Annapoorani, Ms.V. Subha Ramya Lung cancer testing device 372383-001 7/10/2022 Published 7/12/2022
12 Dr.R.Anitha, Mrs. K.Pushpavalli A novel method of drone agriculture farming using machine learning techniques 202241053284 18/09/2022 Published 23/09/2022
13 Ms.S.Purnima, Ms.M.S.Jeyalakshmi, Ms.G.T.Bharathy, Ms.T.Tamilselvi, Ms.S.Bhavanisankari IoT based Wearable Medical Monitoring Device 114217 3/9/2022 Published 26/05/2022

Funded Projects

S.No Name of the Faculty Name of the Funding Agency Title of the project Funds provided (In Rs.) Year of receving the grant Duration of the Project
1 Dr. J. Samuel Manoharan TNSCST Low cost portable Electromyography (EMG) device for muscle activity monitoring Rs. 7,500 2025 1 Year
2 Ms.V.Subha Ramya TNSCST Design and development of a wearable device for monitoring mental well-being Rs. 7,500 2025 1 Year
3 Dr.J.Sofia Bobby TNSCST IoT based Intravenous Infusion Monitoring System Rs. 7,500 2024 1 Year
4 Dr.J.Sofia Bobby TNSCST Smart spirometer prototype module Rs. 7,500 2024 1 Year
5 Dr.J.Sofia Bobby IEI A smart Personalized Medical Dispensing System Rs.30,500 2024 1 Year
6 Dr.J.Sofia Bobby EDI (Entrepreneurship Development and Innovation Institute) Cost efficient Oxygen concentrator for emergency patient Rs.5,00,000. 2023 1 Year
7 Ms. S.Lavanya EDI (Entrepreneurship Development and Innovation Institute) Automatic Airbag for Deep Divers Rs.2,40,000 2023 1 Year

Publications

PUBLICATION OF PAPERS IN JOURNALS AND CONFERENCES 2024-25

  1. J. Samuel Manoharan, G. Vijayasekaran, I. Gugan, P. Nirmala Priyadharshini, Adaptive forest fire optimization algorithm for enhanced energy efficiency and scalability in wireless sensor networks, Ain Shams Engineering Journal, Volume 16, Issue 7, 2025, 103406, ISSN 2090-4479, https://doi.org/10.1016/j.asej.2025.103406.
  2. Pichandi, S., Balasubramanian, G., Chakrapani, V. et al.Optimized deep learning models for stress-based stroke prediction from EEG signals. Discov Appl Sci7, 532 (2025). https://doi.org/10.1007/s42452-025-07084-0.
  3. P, R., J, S. B., Francis, S. V., & A, F. M. (2025). Towards accurate diagnosis: exploring knowledge distillation and self-attention in multimodal medical image fusion. Journal of Experimental & Theoretical Artificial Intelligence, 37(8), 1391–1420. https://doi.org/10.1080/0952813X.2024.2396131
  4. Uplanchiwar, Vaibhav & Sarma, Koushik & Mujawar, Tabrej & Vedhagiri, Mythily & Kumar, Perli & Prabhu, Parameswari & Begum, Touseef & M, Swetha. (2025). Chronotherapeutic Circadian-Based Pulsatile Drug Delivery of Etodolac for Morning Stiffness in Rheumatoid Arthritis. Journal of Neonatal Surgery. 14. 833-848. 10.52783/jns.v14.1879.
  5. R. K. Kanna, R. Anitha, K. Sundaramoorthy, A. O. Salau, S. Ray and J. Swain, "Cloud Computing Approach in Healthcare Technology and Application: A Review," 2024 IEEE 5th International Conference on Electro-Computing Technologies for Humanity (NIGERCON), Ado Ekiti, Nigeria, 2024, pp. 1-5, doi: 10.1109/NIGERCON62786.2024.10926998.
  6. R. K. Kanna, R. Anitha, K. Sundaramoorthy, C. Tengey, S. B. Banappagoudar and A. O. Salau, "Computational Machine Learning Approach for Brain Impairment," 2024 IEEE 5th International Conference on Electro-Computing Technologies for Humanity (NIGERCON), Ado Ekiti, Nigeria, 2024, pp. 1-5, doi: 10.1109/NIGERCON62786.2024.10927119.
  7. R. K. Kanna, R. Anitha, K. Sundaramoorthy, C. Tengey, S. B. Banappagoudar and A. O. Salau, "Innovative Cognitive Stroke Detection Analysis using Deep Learning Methodology," 2024 IEEE 5th International Conference on Electro-Computing Technologies for Humanity (NIGERCON), Ado Ekiti, Nigeria, 2024, pp. 1-5, doi: 10.1109/NIGERCON62786.2024.10927377.
  8. R. K. Kanna, R. Anitha, K. Sundaramoorthy, A. O. Salau, A. Danquah-Amoah and S. B. Banappagoudar, "Smart Cloud Computing Approach for Electronic based Health Record System," 2024 IEEE 5th International Conference on Electro-Computing Technologies for Humanity (NIGERCON), Ado Ekiti, Nigeria, 2024, pp. 1-5, doi: 10.1109/NIGERCON62786.2024.10927286.
  9. R. K. Kanna, R. Anitha, K. Sundaramoorthy, A. O. Salau, N. Sikarwar and T. Panda, "Computational Approach for Cardiac Defect Detection using CNN Approach," 2024 IEEE 5th International Conference on Electro-Computing Technologies for Humanity (NIGERCON), Ado Ekiti, Nigeria, 2024, pp. 1-5, doi: 10.1109/NIGERCON62786.2024.10927174.
  10. K. Omprakash, S. B. J, A. Bajulunisha, S. Kavitha, V. Aiyyasamy and U. M. S, "Employing IoT in Biomedical Devices: Improving Remote Health Monitoring, Diagnosis, and Treatment with Sophisticated Sensor Networks and Data Connectivity," 2024 International Conference on Emerging Technologies and Innovation for Sustainability (EmergIN), Greater Noida, India, 2024, pp. 674-679, doi: 10.1109/EmergIN63207.2024.10960857.
  11. C. Annapoorani, J. Sofia Bobby, V. Subha Ramya, A. Miruthula and V. Mythily, "Evaluation Methods for studying Muscle Fatigue through Physiological Signal Monitoring," 2025 Eleventh International Conference on Bio Signals, Images, and Instrumentation (ICBSII), Chennai, India, 2025, pp. 1-6, doi: 10.1109/ICBSII65145.2025.11013522.
  12. J. Sofia Bobby, C. Annapoorani, V. Subha Ramya, V. Mythily, R. Shree and D. Kabini, "Self-Powered Energy Harvesting Wearable Monitor," 2025 Eleventh International Conference on Bio Signals, Images, and Instrumentation (ICBSII), Chennai, India, 2025, pp. 1-6, doi: 10.1109/ICBSII65145.2025.11013291.
  13. C. Anitha, S. R. V, R. R, S. A. Angeline Preethi, A. CL and J. S. Bobby, "Segmentation of Brain Tumors in CT Images: A Comparative Analysis Using Convolutional Neural Network (CNN) Techniques and Support Vector Machine (SVM)," 2025 International Conference on Emerging Smart Computing and Informatics (ESCI), Pune, India, 2025, pp. 1-6, doi: 10.1109/ESCI63694.2025.10987983.
  14. S. Purnima, A. Sathiya, P. Poonkuzhali, M. Balakrishnan, S. M and M. Saravanan, "Optimizing Neural Prosthetic Control Systems Using Genetic Algorithm for Adaptive Signal Processing," 2025 International Conference on Multi-Agent Systems for Collaborative Intelligence (ICMSCI), Erode, India, 2025, pp. 559-565, doi: 10.1109/ICMSCI62561.2025.10893933.
  15. R. K. Kanna, K. Y. Devi, A. Danquah-Amoah, S. Purnima, A. O. Salau and S. B. Banappagoudar, "Computational Review on Cognitive Analysis for Epilepsy Detection Using ML and DL Applications," 2024 IEEE 5th International Conference on Electro-Computing Technologies for Humanity (NIGERCON), Ado Ekiti, Nigeria, 2024, pp. 1-5, doi: 10.1109/NIGERCON62786.2024.10927357.
  16. A. CL and J. T, "Analysis of EMG Parameters to Predict Fatigue during Exercise in Young Athletes," 2024 4th International Conference on Sustainable Expert Systems (ICSES), Kaski, Nepal, 2024, pp. 12-19, doi: 10.1109/ICSES63445.2024.10763181.
  17. B. Nivetha, S. Jayaseelan, R. K L, P. Ansel, J. D and V. V, "AI Approaches to Managing Ménière's Disease: A Survey of Microfluidic and Wearable Technologies for Vertigo Relief," 2024 3rd International Conference on Automation, Computing and Renewable Systems (ICACRS), Pudukkottai, India, 2024, pp. 1635-1642, doi: 10.1109/ICACRS62842.2024.10841487.
  18. B. Nivetha, R. R, G. Devayani, K. M. Lakshmi, P. Vijayakumar and V. Jamuna, "Graphene-Integrated Wearable System for Remote Health Monitoring," 2025 6th International Conference on Inventive Research in Computing Applications (ICIRCA), Coimbatore, India, 2025, pp. 435-440, doi: 10.1109/ICIRCA65293.2025.11089843.
  19. B. Nivetha, P. S. Gomathi, T. Abirami, M. Nanjundan, G. B. Raja and B. Gowsika, "Transformer-Based Multi-Modal Deep Learning Framework for Early Disease Prognosis Using EHR and Medical Imaging Data," 2025 6th International Conference on Inventive Research in Computing Applications (ICIRCA), Coimbatore, India, 2025, pp. 983-990, doi: 10.1109/ICIRCA65293.2025.11089837.

PUBLICATION OF PAPERS IN JOURNALS AND CONFERENCES 2023-24

  1. S. B. J, A. C L, N. S, L. S, K. D and P. D, "Cost Effective Blood Collection Monitor for Emergency Patients," 2024 Tenth International Conference on Bio Signals, Images, and Instrumentation (ICBSII), Chennai, India, 2024, pp. 1-6, doi: 10.1109/ICBSII61384.2024.10564059.
  2. S. B. J, M. V, A. C L and P. S, "Detection of Anemia from Palpebral Image of Anterior Conjunctiva Using SVM Classifier," 2024 Tenth International Conference on Bio Signals, Images, and Instrumentation (ICBSII), Chennai, India, 2024, pp. 1-5, doi: 10.1109/ICBSII61384.2024.10564082.
  3. M. C. Jobin Christ, P. Mohamed Sajid, V. Mythily, V. A. Sairam and A. Sanjo Christ, "Patient Treatment Classification using Machine Learning," 2024 Tenth International Conference on Bio Signals, Images, and Instrumentation (ICBSII), Chennai, India, 2024, pp. 1-9, doi: 10.1109/ICBSII61384.2024.10564026.
  4. S. Vinurajkumar, J. S. Bobby, D. B. Thiyam and M. Rajasekar, "Optimized Feature Selection for Brain Cancer Detection," 2023 International Conference on Energy, Materials and Communication Engineering (ICEMCE), Madurai, India, 2023, pp. 1-6, doi: 10.1109/ICEMCE57940.2023.10434202.
  5. B. Nivetha, J. Sofia Bobby, R. Anitha, S. Lavanya, R. Yuvashakthi and K. R. Lekha, "Lower Limb Design for Paralytic patients using 3D printing," 2024 10th International Conference on Communication and Signal Processing (ICCSP), Melmaruvathur, India, 2024, pp. 1084-1088, doi: 10.1109/ICCSP60870.2024.10543275.
  6. R. Harini, R. Thatchayeni, K. Lakshmipriya, P. UdayaPrasanth, S. Purnima and O. U. Maheswari, "Neural Network Classification of Resting State fMRI Data of ADHD and Healthy Subjects using Dynamic Mode Features," 2023 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE), Nadi, Fiji, 2023, pp. 1-6, doi: 10.1109/CSDE59766.2023.10487767.
  7. R. K. Kanna, R. Chandrasekaran, A. A. Khafel, M. Brayyich, K. A.Jabbar and H. Al-Chlidi, "Study On Diabetic Conditions Monitoring Using Deep Learning Application," 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Greater Noida, India, 2023, pp. 363-366, doi: 10.1109/ICACITE57410.2023.10183002.
  8. R. K. Kanna, S. Prasath Alias Surendhar, M. R. AL-Hameed, A. M. Lafta, R. Khalid and A. Hussain, "Smart Prosthetic Arm Using Cognitive Application," 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Greater Noida, India, 2023, pp. 1330-1334, doi: 10.1109/ICACITE57410.2023.10182794.
  9. R. K. Kanna, V. Subha Ramya, A. A. Khafel, K. A. Jabbar, M. Al-Tahee and R. Khalid, "Cognitive Disability Prediction & Analysis using Machine Learning Application," 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Greater Noida, India, 2023, pp. 1359-1364, doi: 10.1109/ICACITE57410.2023.10182534.
  10. Prasath Alias Surendhar, S., Kanna, R.K. & Indumathi, R. Ensemble Feature Extraction with Classification Integrated with Mask RCNN Architecture in Breast Cancer Detection Based on Deep Learning Techniques. SN COMPUT. SCI.4, 618 (2023). https://doi.org/10.1007/s42979-023-01893-z
  11. Yichuan Wang, LeeAnn Kung, Terry Anthony Byrd, Big data analytics: Understanding its capabilities and potential benefits for healthcare organizations, Technological Forecasting and Social Change, Volume 126, 2018, Pages 3-13, ISSN 0040-1625, https://doi.org/10.1016/j.techfore.2015.12.019.
  12. R. R, A. Chakravarty and R. K. Kanna, "Utilization of Spatial Filtering for Enhancement of Fingerprint Images," 2023 3rd International Conference on Advancement in Electronics & Communication Engineering (AECE), GHAZIABAD, India, 2023, pp. 707-710, doi: 10.1109/AECE59614.2023.10428296.
  13. S. B. S, P. Singhal and R. K. Kanna, "Optimization of Network Performance using MPLS," 2023 3rd International Conference on Advancement in Electronics & Communication Engineering (AECE), GHAZIABAD, India, 2023, pp. 715-718, doi: 10.1109/AECE59614.2023.10428461.
  14. A. Rengarajan, M. V. Gupta and R. K. Kanna, "Extracting Features Using Discrete Wavelet Transform (DWT) and Gray Level Co-occurrence Matrix (GLCM) to Produce Colorization of Images," 2023 3rd International Conference on Advancement in Electronics & Communication Engineering (AECE), GHAZIABAD, India, 2023, pp. 711-714, doi: 10.1109/AECE59614.2023.10428481.
  15. Mohammad Habeeb, Huay Woon You, Mutheeswaran Umapathi, Kishore Kanna Ravikumar,  Hariyadi, Shweta Mishra, Strategies of Artificial intelligence tools in the domain of nanomedicine, Journal of Drug Delivery Science and Technology, Volume 91,2024,105157,ISSN 1773-2247, https://doi.org/10.1016/j.jddst.2023.105157.
  16. L. K. Hema, S. Regilan, R. K. Kanna and J. Jenitha, "Design of a Digital Rf Beacon To Rescue The Soldiers Trapped In Ice Glaciers," 2024 Third International Conference on Intelligent Techniques in Control, Optimization and Signal Processing (INCOS), Krishnankoil, Virudhunagar district, Tamil Nadu, India, 2024, pp. 1-5, doi: 10.1109/INCOS59338.2024.10527494.
  17. Ravikumar, Kishore & Pradhan, Nihar & Panigrahi, Bhawani & Basa, Santi & Mohanty, Sarita. (2024). Smart Assist System Module for Paralysed Patient Using IoT Application. EAI Endorsed Transactions on Internet of Things. 10.4108/eetiot.5315.
  18. Ravikumar, Kishore & Ravindraiah, R & Chidambaram, Priya & R, Gomalavalli & Muralikrishna, Nimmagadda. (2024). Clinical Application of Neural Network for Cancer Detection Application. EAI Endorsed Transactions on Pervasive Health and Technology. 10.4108/eetpht.10.5454.
  19. Kanna, R.K., Banappagoudar, S.B., Menezes, F.R., Sona, P.S. (2023). Patient Monitoring System for COVID Care Using Biosensor Application. In: Tomar, R.S., et al.Communication, Networks and Computing. CNC 2022. Communications in Computer and Information Science, vol 1893. Springer, Cham. https://doi.org/10.1007/978-3-031-43140-1_27
  20. Kanna, R.K., Ishaque, M., Panigrahi, B.S., Pattnaik, C.R. (2024). Prediction of Covid-19 Using Artificial Intelligence [AI] Applications. In: Roy, B.K., Chaturvedi, A., Tsaban, B., Hasan, S.U. (eds) Cryptology and Network Security with Machine Learning. ICCNSML 2022. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-99-2229-1_30
  21. R. K. Kanna, A. Ambikapathy, A. M. Lafta, B. K. Aishwarya and M. Gupta, "Convolutional Neural Network Application for Detection & Classification of Brain Tumour," 2023 10th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON), Gautam Buddha Nagar, India, 2023, pp. 1482-1486, doi: 10.1109/UPCON59197.2023.10434371.
  22. R. K. Kanna, A. Ambikapathy, M. Brayyich, V. V. Reddy and A. Nagpal, "Machine Learning Based Cardiovascular Detection Approach," 2023 10th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON), Gautam Buddha Nagar, India, 2023, pp. 1487-1491, doi: 10.1109/UPCON59197.2023.10434576.
  23. R. K. Kanna, A. Ambikapathy, M. R. Al-Hameed, V. V. Reddy and N. Singh, "Modern 3d Compression Application in Medical Imaging Approach," 2023 10th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON), Gautam Buddha Nagar, India, 2023, pp. 1492-1496, doi: 10.1109/UPCON59197.2023.10434901.
  24. K. Kanna, A. Ambikapathy, M. R. AL-Hameed, B. K. Aishwarya and M. Gupta, "Detection of Emotion Employing Deep Learning Modelling Approach," 2023 10th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON), Gautam Buddha Nagar, India, 2023, pp. 1475-1481, doi: 10.1109/UPCON59197.2023.10434343.
  25. R. K. Kanna, A. Ambikapathy, M. R. AL-Hameed, I. Sumalatha and N. Singh, "Systematic Cognitive Computing Framework Application Using Medical Information Processing," 2023 10th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON), Gautam Buddha Nagar, India, 2023, pp. 1497-1502, doi: 10.1109/UPCON59197.2023.10434288.
  26. R. K. Kanna, P. Kumar, A. Ambikapathy, A. Singh and M. A. Hussein, "Machine Learning Based of Cardiac Attack Prediction Application," 2023 International Conference on Advances in Computation, Communication and Information Technology (ICAICCIT), Faridabad, India, 2023, pp. 1235-1239, doi: 10.1109/ICAICCIT60255.2023.10466090.
  27. R. K. Kanna, P. Kumar, A. Ambikapathy, A. Singh and A. A. Ftaiet, "Radiological Imaging Techniques Using Dwt Methodology," 2023 International Conference on Advances in Computation, Communication and Information Technology (ICAICCIT), Faridabad, India, 2023, pp. 691-695, doi: 10.1109/ICAICCIT60255.2023.10466148.
  28. Anitha, R. ., Earshia, V. D. ., Hephzipah, J. J. ., Devi, A. R. ., Murugan, K. ., & Karthika, J. . (2024). Enhancing Battery Management of Electric Vehicles through Bidirectional Charging for Sustainable Mobility. International Journal of Intelligent Systems and Applications in Engineering, 12(11s), 154–159. Retrieved from https://ijisae.org/index.php/IJISAE/article/view/4432
  29. R. K. Kanna, U. Mutheeswaran, A. J. Jouda, M. Asaad Hussein, A. Hussain and M. Al-Tahee, "Computational Cognitive Analysis of ADHD Patients using Matlab Applications," 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Greater Noida, India, 2023, pp. 1344-1348, doi: 10.1109/ICACITE57410.2023.10182435.
  30. Saravanan, K. ., Anitha, R. ., Kamarajapandian, P. ., Arockiadoss, T. P. R. ., Kumar, K. S. ., & Hariharan, R. . (2024). Design and Elevating Cloud Security Through a Comprehensive Integration of Zero Trust Framework. International Journal of Intelligent Systems and Applications in Engineering, 12(11s), 214–219. Retrieved from https://ijisae.org/index.php/IJISAE/article/view/4439
  31. K. Sundaramoorthy, R. Anitha, S. Kayalvili, Ayat Fawzy Ahmed Ghazala, Yousef A.Baker El-Ebiary and Sameh Al-Ashmawy. “Hybrid Optimization with Recurrent Neural Network-based Medical Image Processing for Predicting Interstitial Lung Disease”. International Journal of Advanced Computer Science and Applications (IJACSA) 14.4 (2023). http://dx.doi.org/10.14569/IJACSA.2023.0140462
  32. Ravikumar, Kishore & Ch, Venkata & Panigrahi, Bhawani & Behera, Naliniprava & Mohanty, Sarita. (2024). Machine Learning Based Stroke Predictor Application. EAI Endorsed Transactions on Internet of Things. 10.4108/eetiot.5384.
  33. aniwadekar, Makarand & Athawale, Shashikant & Choudhari, C & Talhar, Nitin & Dhengre, Sumedh & Ravikumar, Kishore. (2024). Anxiety Controlling Application using EEG Neurofeedback System. EAI Endorsed Transactions on Pervasive Health and Technology. 10.4108/eetpht.10.5432.
  34. Ravikumar, Kishore & Panigrahi, Bhawani & Sahoo, Susanta & Reddy, Anugu & Manchala, Yugandhar & Swain, Nirmal. (2024). CNN Based Face Emotion Recognition System for Healthcare Application. EAI Endorsed Transactions on Pervasive Health and Technology. 10.4108/eetpht.10.5458.
  35. Ravikumar, Kishore & Sahoo, Susanta & Mandhavi, B & Mohan, V & Babu, G & Panigrahi, Bhawani. (2024). Detection of Brain Tumour based on Optimal Convolution Neural Network. EAI Endorsed Transactions on Pervasive Health and Technology. 10.4108/eetpht.10.5464.
  36. Bobby, J.Sofia & Shanmugam, Purnima & Vedhagiri, Mythily & .B, Ghiri Rajan & Shubhankar, S & Muralitharan, Sowmiya. (2024). In vitro chronic wound healing using collagen and plant extract along with zinc nanoparticles. EAI Endorsed Transactions on Pervasive Health and Technology. 10.4108/eetpht.10.5784.

PUBLICATION OF PAPERS IN JOURNALS AND CONFERENCES 2022-23

  1. Bobby, J.Sofia & Kapali, Suresh & S Kumar, Ushus & Maria, Femina. (2023). QCBO‐WSVM: Quantum chaos butterfly optimization‐based weighted support vector machine for neuropathic pain detection from EEG signal. International Journal of Imaging Systems and Technology. 33. n/a-n/a. 10.1002/ima.22882.
  2. Rajasekhar Turaka, S. Ravi Chand,  R.Anitha, R. Arun Prasath,  S.Ramani, Harish Kumar,  S.Gopalakrishnan, Yousef Farhaoui, A novel approach for design energy efficient inexact reverse carry select adders for IoT applications, Results in Engineering,Volume 18, 2023, 101127, ISSN 2590-1230, https://doi.org/10.1016/j.rineng.2023.101127.
  3. K. Sundaramoorthy, R. Anitha, S. Kayalvili, Ayat Fawzy Ahmed Ghazala, Yousef A.Baker El-Ebiary and Sameh Al-Ashmawy. “Hybrid Optimization with Recurrent Neural Network-based Medical Image Processing for Predicting Interstitial Lung Disease”. International Journal of Advanced Computer Science and Applications (IJACSA) 14.4 (2023). http://dx.doi.org/10.14569/IJACSA.2023.0140462
  4. Professor, R & Jeyalakshmi, & B, Nivetha & Femi, Ms. (2023). INTELLIGENT CRUTCH TOOL FOR BODY POSTURE MANAGEMENT SYSTEM TO AVOID INJURIES. European Chemical Bulletin. Vol 12,(May 2023). 3074-3084. 10.31838/ecb/2023.12.s1-B.309.
  5. C L, Annapoorani & Bobby, J.Sofia & Ramya, Subha & Divyabharathi,. (2022). Rehabilitation Of Sprained Ankle Using Internet Of Things Technology. Journal of Applied School Psychology. 6. 2356-2360.
  6. Anitha, R. ., Sundaramoorthy, K. ., Suseela, D. ., Thevi, T. S. ., Selvi, S. ., & Aljanabi, M. . (2023). Naïve Bayesian Classification Based Glioma Brain Tumor Segmentation Using Grey Level Co-occurrence Matrix Method. International Journal on Recent and Innovation Trends in Computing and Communication, 11(4s), 203–208. https://doi.org/10.17762/ijritcc.v11i4s.6529
  7. Prasath Alias Surendhar, S., Kanna, R.K. & Indumathi, R. Ensemble Feature Extraction with Classification Integrated with Mask RCNN Architecture in Breast Cancer Detection Based on Deep Learning Techniques. SN COMPUT. SCI.4, 618 (2023). https://doi.org/10.1007/s42979-023-01893-z
  8. Mohammad Habeeb, Huay Woon You, Mutheeswaran Umapathi, Kishore Kanna Ravikumar,  Hariyadi, Shweta Mishra, Strategies of Artificial intelligence tools in the domain of nanomedicine, Journal of Drug Delivery Science and Technology, Volume 91,2024, 105157, ISSN 1773-2247,https://doi.org/10.1016/j.jddst.2023.105157.
  9. B. Bharathi, M. Joly, R. Anitha and K. Sangeetha, "Wireless Network based ICU Patient Monitoring System," 2022 International Conference on Power, Energy, Control and Transmission Systems (ICPECTS), Chennai, India, 2022, pp. 1-4, doi: 10.1109/ICPECTS56089.2022.10047221.
  10. R. K. Kanna, R. Chandrasekaran, A. A. Khafel, M. Brayyich, K. A.Jabbar and H. Al-Chlidi, "Study On Diabetic Conditions Monitoring Using Deep Learning Application," 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Greater Noida, India, 2023, pp. 363-366, doi: 10.1109/ICACITE57410.2023.10183002.
  11. R. K. Kanna, S. Prasath Alias Surendhar, M. R. AL-Hameed, A. M. Lafta, R. Khalid and A. Hussain, "Smart Prosthetic Arm Using Cognitive Application," 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Greater Noida, India, 2023, pp. 1330-1334, doi: 10.1109/ICACITE57410.2023.10182794.
  12. R. K. Kanna, V. Subha Ramya, A. A. Khafel, K. A. Jabbar, M. Al-Tahee and R. Khalid, "Cognitive Disability Prediction & Analysis using Machine Learning Application," 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Greater Noida, India, 2023, pp. 1359-1364, doi: 10.1109/ICACITE57410.2023.10182534.
  13. R. K. Kanna, U. Mutheeswaran, A. J. Jouda, M. Asaad Hussein, A. Hussain and M. Al-Tahee, "Computational Cognitive Analysis of ADHD Patients using Matlab Applications," 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Greater Noida, India, 2023, pp. 1344-1348, doi: 10.1109/ICACITE57410.2023.10182435.
  14. Kanna, R.K., Banappagoudar, S.B., Menezes, F.R., Sona, P.S. (2023). Patient Monitoring System for COVID Care Using Biosensor Application. In: Tomar, R.S., et al.Communication, Networks and Computing. CNC 2022. Communications in Computer and Information Science, vol 1893. Springer, Cham. https://doi.org/10.1007/978-3-031-43140-1_27