Abhinav Roy

12 papers C 5Misc 1Journal 4Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A novel particle swarm optimization-based ensemble efficientnet learning model for imbalanced image classification in medical diagnosis: case study of melanoma skin cancer prediction.
Netw. Model. Anal. Health Informatics Bioinform.
J. Vijaya, Abhinav Roy, Bhavesh S. Gyanchandani, Jyoti Sahu
2025 J jnl
Hybrid CNN with Chebyshev Polynomial Expansion for Medical Image Analysis.
CoRR
Abhinav Roy, Bhavesh S. Gyanchandani, Aditya Oza
2024 — conf
A Novel Multimodal Framework for Early Detection of Congestive Heart Failure using Ensemble Learning based Fusion Approach.
CVMI
Aditya Oza, Sanskriti Patel, Bhavesh S. Gyanchandani, Jyoti Sahu, Abhinav Roy, Santosh Kumar, Abhishek Shrivastava
2024 C conf
Advancing EEG Analysis for Confusion Detection in Educational Settings Using BiLSTM Deep Learning Techniques.
TENCON
Aditya Oza, Vandita Diwan, Sanskriti Patel, Bhavesh S. Gyanchandani, Abhinav Roy, Santosh Kumar, Abhishek Shrivastava
2024 C conf
Advancing Early Detection of Congestive Heart Failure Using BiLSTM Networks: A Robust Clinical Framework.
TENCON
Aditya Oza, Sanskriti Patel, Bhavesh S. Gyanchandani, Abhinav Roy, Santosh Kumar
2024 J jnl
Advancing Parkinson's Disease Progression Prediction: Comparing Long Short-Term Memory Networks and Kolmogorov-Arnold Networks.
CoRR
Abhinav Roy, Bhavesh S. Gyanchandani, Aditya Oza, Abhishek Sharma
2024 C conf
ConvKAN: A Convolutional KAN for Brain Tumor MRI Classification.
TENCON
Abhinav Roy, Bhavesh S. Gyanchandani, Aditya Oza, Anurag Singh
2024 — conf
Hybrid CNN-LSTM Framework for Enhanced Congestive Heart Failure Diagnosis: Integrating GQRS Detection.
ICPR (27)
Aditya Oza, Sanskriti Patel, Bhavesh S. Gyanchandani, Abhinav Roy, Santosh Kumar
2024 J jnl
ProKAN: Progressive Stacking of Kolmogorov-Arnold Networks for Efficient Liver Segmentation.
CoRR
Bhavesh S. Gyanchandani, Aditya Oza, Abhinav Roy
2024 Misc conf
SyncNet: Harmonizing Nodes for Efficient Learning.
SoftCOM
Abhinav Roy, Bhavesh S. Gyanchandani, Jyoti Sahu, K. Mallikharjuna Rao
2024 C conf
TriSpectraLSTM for COPD Detection via Lung Sound Analysis.
TENCON
Abhinav Roy, Bhavesh S. Gyanchandani, Aditya Oza, Aadi Krishna Vikram, Anurag Singh
2024 C conf
WENN-4: Weighted Ensemble for Enhanced Diabetic Retinopathy Detection.
TENCON
Aadi Krishna Vikram, Abhinav Roy, Bhavesh S. Gyanchandani, Aditya Oza, Santosh Kumar