Proposal and Preliminary Fall-related Activities Recognition in Indoor Environment. - Hemant Ghayvat; Sharnil Pandya; Ashish Patel (ICCT, 2019)

Smart Aging System: Uncovering the Hidden Wellness Parameter for Well-Being Monitoring and Anomaly Detection. - Hemant Ghayvat; Muhammad Awais 008; Sharnil Pandya; Hao Ren; Saeed Akbarzadeh; Subhas Chandra Mukhopadhyay; Chen Chen 039; Prosanta Gope 001; Arpita Chouhan; Wei Chen 015 (Sensors, 2019)

Healthcare Professional in the Loop (HPIL): Classification of Standard and Oral Cancer-Causing Anomalous Regions of Oral Cavity Using Textural Analysis Technique in Autofluorescence Imaging. - Muhammad Awais 008; Hemant Ghayvat; Anitha Krishnan Pandarathodiyil; Wan Maria Nabillah Ghani; Anand Ramanathan; Sharnil Pandya; Nicolas Walter; Mohamad Naufal bin Mohamad Saad; Rosnah Binti Zain; Ibrahima Faye (Sensors, 2020)

Pollution Weather Prediction System: Smart Outdoor Pollution Monitoring and Prediction for Healthy Breathing and Living. - Sharnil Pandya; Hemant Ghayvat; Anirban Sur; Muhammad Awais 008; Ketan Kotecha; Santosh Saxena; Nandita Jassal; Gayatri Pingale (Sensors, 2020)

Histogram of Oriented Gradient-Based Fusion of Features for Human Action Recognition in Action Video Sequences. - Chirag I. Patel; Dileep Labana; Sharnil Pandya; Kirit Modi; Hemant Ghayvat; Muhammad Awais 008 (Sensors, 2020)

Internet of Things Applications, Security Challenges, Attacks, Intrusion Detection, and Future Visions: A Systematic Review. - Nivedita Mishra; Sharnil Pandya (IEEE Access, 2021)

Ambient acoustic event assistive framework for identification, detection, and recognition of unknown acoustic events of a residence. - Sharnil Pandya; Hemant Ghayvat (Adv. Eng. Informatics, 2021)

Harvesting social media sentiment analysis to enhance stock market prediction using deep learning. - Pooja Mehta; Sharnil Pandya; Ketan Kotecha (PeerJ Comput. Sci., 2021)

Deep learning based respiratory sound analysis for detection of chronic obstructive pulmonary disease. - Arpan Srivastava; Sonakshi Jain; Ryan Miranda; Shruti Patil; Sharnil Pandya; Ketan Kotecha (PeerJ Comput. Sci., 2021)

Memcached: An Experimental Study of DDoS Attacks for the Wellbeing of IoT Applications. - Nivedita Mishra; Sharnil Pandya; Chirag I. Patel; Nagaraj G. Cholli; Kirit Modi; Pooja Shah; Madhuri Chopade; Sudha Patel; Ketan Kotecha (Sensors, 2021)

A Study of the Recent Trends of Immunology: Key Challenges, Domains, Applications, Datasets, and Future Directions. - Sharnil Pandya; Aanchal Thakur; Santosh Saxena; Nandita Jassal; Chirag I. Patel; Kirit Modi; Pooja Shah; Rahul Joshi; Sudhanshu Suhas Gonge; Kalyani Kadam; Prachi Kadam (Sensors, 2021)

Fusion of Federated Learning and Industrial Internet of Things: A survey. - M. Parimala Boobalan; Swarna Priya Ramu; Quoc-Viet Pham; Kapal Dev; Sharnil Pandya; Praveen Kumar Reddy Maddikunta; Thippa Reddy Gadekallu; Thien Huynh-The (Comput. Networks, 2022)

XAI for Cybersecurity: State of the Art, Challenges, Open Issues and Future Directions. - Gautam Srivastava 001; Rutvij H. Jhaveri; Sweta Bhattacharya; Sharnil Pandya; Rajeswari; Praveen Kumar Reddy Maddikunta; Gokul Yenduri; Jon G. Hall; Mamoun Alazab; Thippa Reddy Gadekallu (CoRR, 2022)

Fetal health classification from cardiotocographic data using machine learning. - Abolfazl Mehbodniya; Arokia Jesu Prabhu Lazar; Julian L. Webber; Dilip Kumar Sharma; Santhosh Jayagopalan; Kittusamy Kousalya; Pallavi Singh; Regin Rajan; Sharnil Pandya; Sudhakar Sengan (Expert Syst. J. Knowl. Eng., 2022)

Smart epidemic tunnel: IoT-based sensor-fusion assistive technology for COVID-19 disinfection. - Sharnil Pandya; Anirban Sur; Ketan Kotecha (Int. J. Pervasive Comput. Commun., 2022)

FL-PMI: Federated Learning-Based Person Movement Identification through Wearable Devices in Smart Healthcare Systems. - K. S. Arikumar; Sahaya Beni Prathiba; Mamoun Alazab; Thippa Reddy Gadekallu; Sharnil Pandya; Javed Masood Khan; Rajalakshmi Shenbaga Moorthy (Sensors, 2022)

DBGC: Dimension-Based Generic Convolution Block for Object Recognition. - Chirag I. Patel; Dulari Bhatt; Urvashi Sharma; Radhika Patel; Sharnil Pandya; Kirit Modi; Nagaraj G. Cholli; Akash Patel; Urvi Bhatt; Muhammad Ahmed Khan; Shubhankar Majumdar; Mohd. Zuhair; et al. (Sensors, 2022)

CP-BDHCA: Blockchain-Based Confidentiality-Privacy Preserving Big Data Scheme for Healthcare Clouds and Applications. - Hemant Ghayvat; Sharnil Pandya; Pronaya Bhattacharya; Mohd. Zuhair; Mamoon Rashid 001; Saqib Hakak; Kapal Dev (IEEE J. Biomed. Health Informatics, 2022)

An integrated approach for sustainable development of wastewater treatment and management system using IoT in smart cities. - Arodh Lal Karn; Sharnil Pandya; Abolfazl Mehbodniya; Farrukh Arslan; Dilip Kumar Sharma; Khongdet Phasinam; Muhammad Nauman Aftab; Regin Rajan; Ravi Kumar Bommisetti; Sudhakar Sengan (Soft Comput., 2023)

STRENUOUS: Edge-Line Computing, AI, and IIoT Enabled GPS Spatiotemporal Data-Based Meta-Transmission Healthcare Ecosystem for Virus Outbreaks Discovery. - Hemant Ghayvat; Sharnil Pandya; Muhammad Awais 008; Kapal Dev (IEEE Internet Things J., 2023)

COUNTERSAVIOR: AIoMT and IIoT-Enabled Adaptive Virus Outbreak Discovery Framework for Healthcare Informatics. - Sharnil Pandya; Hemant Ghayvat; M. Praveen Kumar Reddy; Thippa Reddy Gadekallu; Muhammad Ahmed Khan; Neeraj Kumar 001 (IEEE Internet Things J., 2023)

AI-enabled radiologist in the loop: novel AI-based framework to augment radiologist performance for COVID-19 chest CT medical image annotation and classification from pneumonia. - Hemant Ghayvat; Muhammad Awais 008; Ali Kashif Bashir; Sharnil Pandya; Mohd. Zuhair; Mamoon Rashid 001; Jamel Nebhen (Neural Comput. Appl., 2023)

Blockchain for Securing Device-to-Device Communication in Software Defined Networks. - Thippa Reddy Gadekallu; Kai Fang 001; Hailin Feng; Sharnil Pandya; Ramalingam Murugan; Praveen Kumar Reddy Maddikunta; Sweta Bhattacharya; Gokul Yenduri (GLOBECOM (Workshops), 2024)

Tear film breakup time-based dry eye disease detection using convolutional neural network. - Aditi Haresh Vyas; Mayuri A. Mehta; Ketan Kotecha; Sharnil Pandya; Mamoun Alazab; Thippa Reddy Gadekallu (Neural Comput. Appl., 2024)

InfusedHeart: A Novel Knowledge-Infused Learning Framework for Diagnosis of Cardiovascular Events. - Sharnil Pandya; Thippa Reddy Gadekallu; M. Praveen Kumar Reddy; Weizheng Wang 001; Mamoun Alazab (IEEE Trans. Comput. Soc. Syst., 2024)

Framework, Standards, Applications and Best practices of Responsible AI : A Comprehensive Survey. - Thippa Reddy Gadekallu; Kapal Dev; Sunder Ali Khowaja; Weizheng Wang 001; Hailin Feng; Kai Fang 001; Sharnil Pandya; Wei Wang 077 (CoRR, 2025)