M.Tech (Software Engineering )
PhD (pursuing) at JNTU Hyderabad
RESEARCH INTERESTS
Data Mining, sarcasm detection
FUTURE PROJECTS
sarcasm detection
Applications Invited
16
Scopus Publications
211
Scholar Citations
8
Scholar h-index
8
Scholar i10-index
Scopus Publications
LLMs and Human- AI Collaboration in Healthcare and Research Elijah Francis, P Praven, M Venunath, V. Subhashini, Ranganath Kanakam, et al. Innovations and Ethical Dimensions of Large Language Models, 2026 The rapid evolution of Large Language Models (LLMs) such as GPT-4, Med-PaLM, and BioGPT is reshaping healthcare by transforming how clinical knowledge is generated and applied. This chapter offers an evidence-based analysis of LLMs through technical, ethical, and theoretical lenses, drawing on STS, TAM, and CDST to explain how human–AI collaboration influences clinical practice and governance. It reviews advancements in LLM architectures, multimodal capabilities, and applications in diagnosis, documentation, and biomedical research. Key risks including bias, hallucination, interpretability gaps, and data insecurity are examined within global regulatory frameworks such as the FDA, EU AI Act, and WHO guidelines. The chapter concludes with a Responsible Innovation Framework for Healthcare LLMs (RIF-H), emphasizing anticipation, reflexivity, inclusion, responsiveness, and sustainability. It argues that the future of healthcare AI lies in augmentation, where intelligent systems enhance human expertise, equity, and empathy.
Career Prediction Using Machine Learning and an Automated Job Application Tracker PV MamidalaSruthi,Srinivas Reddy Goli,Ranganath Kanakam, Dommati Shravani ... 2025 2nd International Conference on Recent Trends in Electrical … , 2026 2026
Multimodal Methods for Improving Natural Language Processing in Low-Resource Languages:Survey VJ Ranganath Kanakam,M.Venunath,Mamidala Sruthi 2025 2nd International Conference on Recent Trends in Electrical … , 2026 2026
LLMs and Human- AI Collaboration in Healthcare and Research PS Elijah Francis,V. Subhashini,P Praven,Ranganath Kanakam,M Venunath Innovations and Ethical Dimensions of Large Language Models, 544 , 2026 2026
Computational Intelligence: A Nature-Inspired Perspective DMV Ranganath Kanakam,Dr B. Kranthi Kiran,Dr Manchikatla Srikanth 2025
Transforming Urban Mobility with Integration of Blockchain and Machine Learning K Mannanuddin, Y Sneha, M Raju, V Sathish, R Kanakam 2025 IEEE International Conference on Advances in Computing Research On … , 2025 2025
An introductory Approach to Artificial Intelligence BKK Ranganath Kanakam 2024
Efficiency of logical data modeling using document-oriented database D Subramanian, K Dhandapani, K Surendra, R Kanakam AIP Conference Proceedings 2971 (1), 020070 , 2024 2024
ANALYSIS ON USAGE OF SARCASM INCREASING DAY BY DAY KKB Kanakam R International Journal For Innovative Engineering and Management Research 13 … , 2024 2024
Analysis on Text for Sarcasm Detection Using Machine Learning_ Survey BKK Ranganath Kanakam European Economic Letters 14 (2), 2708 - 2719 , 2024 2024
Computer Communication, Networking and IoT M Sheshikala, M Sallauddin, D Kothandaraman, R Dadi, K Ranganath Springer, Singapore , 2023 2023 Citations: 4
Emotion Recognition Based on Streaming Real-Time Video with Deep Learning Approach M Sheshikala, S Mohmmad, D Kothandaraman, D Ramesh, R Kanakam Computer Communication, Networking and IoT: Proceedings of 5th ICICC 2021 … , 2022 2022 Citations: 12
Tracking and security system for school van N Swathi, C Padmaja, Y Sharvani, R Kanakam, PR Rao AIP Conference Proceedings 2418 (1), 030019 , 2022 2022 Citations: 2
Cost function for energy (CFE) in Fog based IoT networks S Mohmmad, R Dadi, SN Pasha, D Kothandaraman, Shabana, ... AIP Conference Proceedings 2418 (1), 020066 , 2022 2022 Citations: 13
A survey on approaches and issues for detecting sarcasm on social media tweets R Kanakam, S Mohmmad, E Sudarshan, Shabana, M Gopal AIP Conference Proceedings 2418 (1), 020045 , 2022 2022 Citations: 5
Investigation and comparison of nickel addition on aluminium alloy 7175 L Radha Krishna, A Rajesh, D Joshi, DR Kumari, R Kanakam AIP Conference Proceedings 2418 (1), 050003 , 2022 2022 Citations: 1
Stock price prediction using multiple linear regression and support vector machine (regression) R Kanakam, D Ramesh, S Mohmmad, Shabana, TC Prakash AIP Conference Proceedings 2418 (1), 020046 , 2022 2022 Citations: 10
" Content and history based movie recommendation system." S Mohmmad, R Kanakam, R Dadi AIP Conference Proceedings 2418 (1), 020077 , 2022 2022 Citations: 8
Sarcasm detection on social networks using machine learning algorithms: a systematic review R Kanakam, RK Nayak 2021 5th International Conference on Trends in Electronics and Informatics … , 2021 2021 Citations: 15
Average Response Time (ART): Real-Time Traffic Management in VFC Enabled Smart Cities Shabana, S Mohmmad, MA Shaik, K Mahender, R Kanakam, BP Yadav IOP Conference Series: Materials Science and Engineering 981 (2), 022054 , 2020 2020 Citations: 65
Face detection authentication analysis on smartphones CVKR G Jhansi Rani,G Shanmukhi Rama,K Ranganath,Tarun Kumar Juluri IOP Conference Series: Materials Science and Engineering, 981 (3) , 2020 2020
MOST CITED SCHOLAR PUBLICATIONS
Average Response Time (ART): Real-Time Traffic Management in VFC Enabled Smart Cities Shabana, S Mohmmad, MA Shaik, K Mahender, R Kanakam, BP Yadav IOP Conference Series: Materials Science and Engineering 981 (2), 022054 , 2020 2020.0 Citations: 65
RNN based prediction of spatiotemporal data mining MA Shaik, PP DhanrajVerma, K Ranganath Mater. Sci. Eng 981, 022027 , 2020 2020.0 Citations: 37
Sarcasm detection on social networks using machine learning algorithms: a systematic review R Kanakam, RK Nayak 2021 5th International Conference on Trends in Electronics and Informatics … , 2021 2021.0 Citations: 15
A SURVEY ON NEW APPROACHES OF INTERNET OF THINGS DATA MINING. S Mohmmad, G Sunil, R Kanakam International Journal of Advanced Research in Computer Science 8 (8) , 2017 2017.0 Citations: 14
Cost function for energy (CFE) in Fog based IoT networks S Mohmmad, R Dadi, SN Pasha, D Kothandaraman, Shabana, ... AIP Conference Proceedings 2418 (1), 020066 , 2022 2022.0 Citations: 13
Emotion Recognition Based on Streaming Real-Time Video with Deep Learning Approach M Sheshikala, S Mohmmad, D Kothandaraman, D Ramesh, R Kanakam Computer Communication, Networking and IoT: Proceedings of 5th ICICC 2021 … , 2022 2022.0 Citations: 12
Provisioning Elasticity On IoT's Data In Shared-Nothing Nodes S Mohmmad, RK Shabana International Journal of Pure and Applied Mathematics 117 (7), 165-173 , 2017 2017.0 Citations: 12
Stock price prediction using multiple linear regression and support vector machine (regression) R Kanakam, D Ramesh, S Mohmmad, Shabana, TC Prakash AIP Conference Proceedings 2418 (1), 020046 , 2022 2022.0 Citations: 10
" Content and history based movie recommendation system." S Mohmmad, R Kanakam, R Dadi AIP Conference Proceedings 2418 (1), 020077 , 2022 2022.0 Citations: 8
BonthalaPrabhanjanYadav,(2020), RNN based prediction of spatiotemporal data mining, 2020 IOP Conf. Ser MA Shaik, PP DhanrajVerma, K Ranganath Mater. Sci. Eng 981, 022027 , 0 Citations: 6
A survey on approaches and issues for detecting sarcasm on social media tweets R Kanakam, S Mohmmad, E Sudarshan, Shabana, M Gopal AIP Conference Proceedings 2418 (1), 020045 , 2022 2022.0 Citations: 5
Computer Communication, Networking and IoT M Sheshikala, M Sallauddin, D Kothandaraman, R Dadi, K Ranganath Springer, Singapore , 2023 2023.0 Citations: 4
Recent Trends In Sarcasm Detection on Online Social Networks S K.Ranganath 1 , MD.Sallauddin 2 International Journal of Computer Sciences and Engineering 5 (Issue-10), 5 , 2017 2017.0 Citations: 3
Tracking and security system for school van N Swathi, C Padmaja, Y Sharvani, R Kanakam, PR Rao AIP Conference Proceedings 2418 (1), 030019 , 2022 2022.0 Citations: 2
Self-Stabilizing Leader Election Algorithm in Highly Dynamic Ad-hoc Mobile Networks K Ranganath, LN Kumar, YV Sreevani Journal of Emerging Trends in Computing and Information Sciences 2 (4) , 2011 2011.0 Citations: 2
Hotspot Detection by Using GPS & GPRS System K Ranganath, M Rajeshwar, NK Laskari, TVN Rao Computer Science & Engineering Technology 1 (1), 1-5 , 2011 2011.0 Citations: 2
Investigation and comparison of nickel addition on aluminium alloy 7175 L Radha Krishna, A Rajesh, D Joshi, DR Kumari, R Kanakam AIP Conference Proceedings 2418 (1), 050003 , 2022 2022.0 Citations: 1
Career Prediction Using Machine Learning and an Automated Job Application Tracker PV MamidalaSruthi,Srinivas Reddy Goli,Ranganath Kanakam, Dommati Shravani ... 2025 2nd International Conference on Recent Trends in Electrical … , 2026 2026.0
Multimodal Methods for Improving Natural Language Processing in Low-Resource Languages:Survey VJ Ranganath Kanakam,M.Venunath,Mamidala Sruthi 2025 2nd International Conference on Recent Trends in Electrical … , 2026 2026.0
LLMs and Human- AI Collaboration in Healthcare and Research PS Elijah Francis,V. Subhashini,P Praven,Ranganath Kanakam,M Venunath Innovations and Ethical Dimensions of Large Language Models, 544 , 2026 2026.0