Publications

Journal Publications

1.   Rakesh Ranjan, and Bikash Chandra Sahana. “Multiresolution Feature Fusion for Smart Diagnosis of Schizophrenia in Adolescents Using EEG Signals”, Cognitive Neurodynamics, Springer (April–2024). doi: 10.1007/s11571-024-10120-1 [Journal]                                                                                       

2.  Rakesh Ranjan, Bikash Chandra Sahana, and Ashish Kumar Bhandari. "Deep Learning Models for Diagnosis of Schizophrenia Using EEG Signals: Emerging Trends, Challenges, and Prospects", Archives of Computational Methods in Engineering, vol. 31, pp. 2345–2384, Jan. 2024. doi: 10.1007/s11831-023-10047-6 [Journal]    

3.  Rakesh Ranjan, Bikash Chandra Sahana, and Ashish Kumar Bhandari. "Cardiac Artifact Noise Removal from Sleep EEG Signals Using Hybrid Denoising Model", IEEE Transactions on Instrumentation and Measurement, IEEE, vol. 71, pp. 1 – 10, Aug. 2022. doi: 10.1109/TIM.2022.3198441. [Journal]

4.  Rakesh Ranjan, Bikash Chandra Sahana, and Ashish Kumar Bhandari. "Motion Artifacts Suppression from EEG Signals Using an Adaptive Signal Denoising Method", IEEE Transactions on Instrumentation and Measurement, IEEE, vol. 71, pp. 1 – 10, Jan. 2022. doi: 10.1109/TIM.2022.3142037. [Journal] 

5.  Rakesh Ranjan, Bikash Chandra Sahana, and Ashish Kumar Bhandari. "Ocular artifact elimination from electroencephalography signals: A systematic review", Biocybernetics and Biomedical Engineering, Elsevier, vol. 41, no. 3, pp. 960 – 996, 2021. doi: 10.1016/j.bbe.2021.06.007.  [Journal]      

6.   R. Ranjan, R. Arya, S.L. Fernandes, E. Sravya, and V. Jain. “A Fuzzy Neural Network Approach for Automatic K-Complex Detection in Sleep EEG Signal”, Pattern Recognition Letters, Elsevier, vol. 115, no. 1, pp. 74-83. doi: 10.1016/j.patrec.2018.01.001 [Journal]                                             

7.  R. Ranjan, and Bikash Chandra Sahana. “A Comprehensive Roadmap for Transforming Healthcare from Hospital-Centric to Patient-Centric through Healthcare IoT” Engineered Science, vol. 30, pp. 1175. doi: 10.30919/es1175. [Journal]

8.  R. Ranjan, R. Arya, P. Kshirsagar, V. Jain, D.K. Jain, and A.K. Sangaiah. “Real Time Eye Blink Extraction Circuit Design from EEG Signal for ALS Patients”, Journal of Medical and Biological Engineering, Springer, vol. 38, no. 6, pp. 933 – 942, 2018. doi:10.1007/s40846-017-0357-7 [Journal]               

9.  R. Ranjan and B. C. Sahana, “SchizoLMNet: A Modified Lightweight MobileNetV2- Architecture for Automated Schizophrenia Detection using Spectrogram Images,” Physical and Engineering Sciences in Medicine. (Under Review)

10. R. Ranjan and B. C. Sahana, and A. K. Bhandari, “Smart Healthcare Technologies in Reshaping Rehabilitation Paradigms: A Systematic Review,” Multimedia Tools and Applications. (Under Review) 

Conference Publications

1.      R. Ranjan, S. Shovit, S. S. Bagri, and B. C. Sahana, "EEG Functional Connectivity Feature-Based Diagnosis of ADHD Using Deep Learning on Raspberry Pi," 10th IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT-2024) held at IISc, Bangalore, during 12th - 14th July, 2024. (Accepted and Presented).

2.   R. Priyadarshi, R. Ranjan, A. K. Vishwakarma, and A. P. Rao, "Wireless Sensor Network Node Deployment Optimization with Bat Algorithm," 6th International Conference on Electrical, Computer and Communication Technologies (ICECCT 2024), held at Vivekanand Technical University (CSVTU), Durg, Chhattisgarh, India during 26th June – 28th June, 2024. (Accepted and Presented).

3.  S. Shovit, R. Ranjan, and B. C. Sahana, "A Computer-Aided Risk Assessment and Major Factors Analysis System for Cervical Cancer," 15th International IEEE Conference on Computing, Communication and Networking Technologies (ICCCNT-2024), held at IIT - Mandi, India, during June 24 - 28, 2024. (Accepted and Presented).

4.  A. K. Vishwakarma, R. Ranjan, K. Verma, and R. Kumar, "Exploring the Potential Impacts of Wearable Technology in Reshaping Healthcare,” 15th International IEEE Conference on Computing, Communication and Networking Technologies (ICCCNT-2024), held at IIT - Mandi, India, during June 24 - 28, 2024. (Accepted and Presented).

5.  R. Ranjan, A. K. Vishwakarma, Sundaram, N. Dhengre, S. Motdhare, and A. P. Rao, " The Transformative Impacts of Artificial Intelligence on Education through Ethical Perspectives," 15th International IEEE Conference on Computing, Communication and Networking Technologies (ICCCNT-2024), held at IIT - Mandi, India, during June 24 - 28, 2024. (Accepted and Presented).

6.  R. Priyadarshi, R. Ranjan, A. K. Vishwakarma, and R. R. Kumar, " A Comprehensive Overview of Transformative Potential of Machine Learning and Wireless Sensor Networks in Sustainable Urban Development," International Conference on Intelligent Systems for Cybersecurity (ISCS), Gurugram, India, 2024, pp. 1-6, doi: 10.1109/ISCS61804.2024.10581245 [Link] 

7.  Sundaram, S. Shovit, R. Ranjan, and B. C. Sahana, "A Comprehensive Overview of Transformative Potential of Healthcare IoT in Disease Prediction," 3rd IEEE Third International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES), held at DTU- New Delh, India, during 26th April – 28th April, 2024. (Accepted and Presented).

8.   K. Verma, R. Kumar, A. P. Rao and R. Ranjan, "Efficient e-KYC Authentication System: Redefining Customer Verification in Digital Banking", 9th International Conference on Signal Processing and Communication (ICSC), NOIDA, India, 2023, pp. 319-324, doi: 10.1109/ICSC60394.2023.10441596. [Link] 

9.  R. Ranjan and B. C. Sahana, "Automated Alzheimer’s Disease Diagnosis Using Norm Features Extracted from EEG Signals", 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), Delhi, India, 2023, pp. 1-6, doi: 10.1109/ICCCNT56998.2023.10413583. [Link] 

10. Preity, R. Ranjan, K. Verma and B. C. Sahana, "A Computer-Aided Prediagnosis System for Health Prediction Based on Personal Health Data", IEEE 12th International Conference on Communication Systems and Network Technologies (CSNT), Bhopal, India, 2023, pp. 271-276, doi: 10.1109/CSNT57126.2023.10134637. [Link] 

11. K. Verma, P. Preity and R. Ranjan, "An Insight into Wearable Devices for Smart Healthcare Technologies", IEEE 13th International Conference on Cloud Computing, Data Science & Engineering (Confluence), Noida, India, 2023, pp. 426-431, doi: 10.1109/Confluence56041.2023.10048809. [Link] 

12. R. Ranjan and B. C. Sahana, "A Machine Learning Framework for Automatic Diagnosis of Schizophrenia Using EEG Signals", IEEE 19th India Council International Conference (INDICON), Kochi, India, 2022, pp. 1-6, doi: 10.1109/INDICON56171.2022.10040140. [Link] 

13. R. Ranjan, Neeti and B. C. Sahana, "Automatic Detection of Mental Health Status using Alpha Subband of EEG Data." IEEE 17th IEEE International Symposium on Medical Measurements and Applications (MeMeA-2022)- Messina (Italy), pp. 1-6, 2022. doi: 10.1109/MeMeA54994.2022.9856586. [Link] 

14.  Neeti, R. Ranjan, and B. C. Sahana. "Automatic Identification of K-complex in Sleep EEG Signal for Clinical Practice." IEEE Delhi Section Conference (DELCON), New Delhi (India), pp. 1-8, 2022. doi: 10.1109/DELCON54057.2022.9753300. [Link] 

15. S. Shaik, M. Jabirullah, A. K. Vishwakarma and R. Ranjan, "Advancement of Shopping Handcart for Supermarket", IEEE 6th International Conference on Parallel, Distributed and Grid Computing (PDGC), Waknaghat, India, 2020, pp. 526-531, doi: 10.1109/PDGC50313.2020.9315742.[Link] 

16. M. Jabirullah, R. Ranjan, M. N. A. Baig, and A. K. Vishwakarma, “Development of e-health monitoring system for remote rural community of India”. IEEE 7th International Conference on Signal Processing and Integrated Networks (SPIN), Noida, India, 2020, pp. 767-771, 2020. doi: 10.1109/SPIN48934.2020.9071209 [Link] 

17. R. Ranjan, and B. C. Sahana. “An Efficient Facial Feature Extraction Method Based Supervised Classification Model for Human Facial Emotion Identification”, 19th IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), Ajman (UAE), pp. 1–6, 2019. doi: 10.1109/ISSPIT47144.2019.9001839. [Link] 

18. R. K. Tiwari, R. Ranjan, M. A. Baig and E. Sravya, "Power gating technique for reducing leakage power in digital asynchronous GasP circuits", IEEE International Conference on Inventive Computing and Informatics (ICICI), Coimbatore, India, 2017, pp. 236-241, doi: 10.1109/ICICI.2017.8365345. [Link] 

19. K. S. Chari, R. Ranjan, M. N. A. Baig and A. Naresh, "Mobile controlled multipurpose rescue robot using DTMF technology", IEEE International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT), Kerala, India, 2017, pp. 1284-1289, doi: 10.1109/ICICICT1.2017.8342754. [Link] 

20. R. Ranjan, K. S. Chari, R. Arya and B. H. Krishna, "Design of controller area network based automated safety system for vehicle", IEEE International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT), Kerala, India, 2017, pp. 1215-1221, doi: 10.1109/ICICICT1.2017.8342743. [Link] 

Book Chapter Publications

1.  A. P. Rao, P. K. Godi, R. Ranjan, M. V. Subbarao, M. Srinivasulu, and E. Sravya, “Schizophrenia Identification Through Deep Learning on Spectrogram Images”, In: Pareek, P., Gupta, N., Reis, M.J.C.S. (eds) Cognitive Computing and Cyber Physical Systems. (IC4S 2023). Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol. 536, pp. 3–11, 2024. Springer, Cham. doi: 10.1007/978-3-031-48888-7_1 [Link] 

 2.  Rakesh Ranjan, and Bikash Chandra Sahana. “The future of smart healthcare”, In: Cognitive Sensors: Applications in Smart Healthcare. vol. 2, pp. 1-21, 2023. IOP Publishing, doi:10.1088/978-0-7503-5346-5ch11 [Link] 

3.  A. Prabhakara Rao, Prasanna Kumar G., and R. Ranjan. “Performance Comparison of Classification Models for Identification of Breast Lesions in Ultrasound Images” In: Gupta, D., Goswami, R.S., Banerjee, S., Tanveer, M., Pachori, R.B. (eds) Pattern Recognition and Data Analysis with Applications. Lecture Notes in Electrical Engineering, vol. 888. pp. 689–699, 2022. Springer, Singapore. doi: 10.1007/978-981-19-1520-8_56 [Link] 

4.  R. Ranjan, A. Prabhakara Rao, and A. K. Vishwakarma. “Automatic Removal of Eye Blink Artefacts from EEG Data Using Spatio-Temporal Features”, In: Khanna, A., Gupta, D., Bhattacharyya, S., Hassanien, A.E., Anand, S., Jaiswal, A. (eds) International Conference on Innovative Computing and Communications. Advances in Intelligent Systems and Computing, vol. 1388, pp. 1-10, 2021. Springer, Singapore. doi: 10.1007/978-981-16-2597-8_1 [Link] 

5.  M. S. Yalawar, B.S. Dhanne, R. Ranjan, & T. Satyanarayana. “Design and development of E-care management system for hospitals”, In: Iyer, B., Nalbalwar, S., Pathak, N. (eds) Computing, Communication and Signal Processing. Advances in Intelligent Systems and Computing, vol. 810. pp. 547–555, 2018. Springer, Singapore. doi: 10.1007/978-981-13-1513-8_56 [Link] 

6.  K. Joshi, R. Ranjan, E. Sravya, M.N.A. Baig. “Design of Voice-Controlled Smart Wheelchair for Physically Challenged Persons”, In: Abraham, A., Dutta, P., Mandal, J., Bhattacharya, A., Dutta, S. (eds) Emerging Technologies in Data Mining and Information Security. Advances in Intelligent Systems and Computing, vol 814, pp. 79–91, 2018. Springer, Singapore. doi: 10.1007/978-981-13-1501-5_7 [Link]