3 papers
cs.CV2025
Hybrid CNN with Chebyshev Polynomial Expansion for Medical Image Analysis
Abhinav Roy, Bhavesh Gyanchandani, Aditya Oza
Lung cancer remains one of the leading causes of cancer-related mortality worldwide, with early and accurate diagnosis playing a pivotal role in improving patient outcomes. Automat…
cs.LG2024
Advancing Parkinson's Disease Progression Prediction: Comparing Long Short-Term Memory Networks and Kolmogorov-Arnold Networks
Abhinav Roy, Bhavesh Gyanchandani, Aditya Oza +1
Parkinson's Disease (PD) is a degenerative neurological disorder that impairs motor and non-motor functions, significantly reducing quality of life and increasing mortality risk. E…
eess.IV2024
ProKAN: Progressive Stacking of Kolmogorov-Arnold Networks for Efficient Liver Segmentation
Bhavesh Gyanchandani, Aditya Oza, Abhinav Roy
The growing need for accurate and efficient 3D identification of tumors, particularly in liver segmentation, has spurred considerable research into deep learning models. While many…