Author

N. Jagtap

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Conference Open access 2025

Face Sketch Construction & Suspect Identification for Forensic Analysis

: The rising crime rate in today’s society requires quicker and more effective ways to identify suspects. Traditional methods, like manually drawn forensic sketches, have limitations due to the lack of skilled artists and lengthy processes. This paper presents a self-contained, cloud-based platform that allows law enfo...

Swati Nikam, S. Chobe, N. Jagtap et al. · Proceedings of the 1st Inter... · 0 citations

#federated learning Review Open access Sep 2026

Transformer-Based Multimodal Image Fusion in Healthcare: A Comprehensive Survey of Architectures, Fusion Strategies, and Clinical Applications

Transformer architectures have changed how multimodal medical image fusion works. Convolutional neural network (CNN)-based methods are constrained to local receptive fields; transformers use self-attention and cross-modal interactions to capture dependencies across the full image, which matters when aligning magnetic r...

N. Jagtap, D. J. Saini, Prasun Chakrabarti · Journal of Data Science and... · 0 citations

Conference Open access 2025

Towards Precision in Neuroimaging: A Guiding Framework for Hybrid Neural Architectures Integrating ILSTM-RNN and ERCNN-DRM for Enhanced Brain Tumor Classification

: Early identification and proper classification of brain tumours are essential to making the correct clinical decision. Magnetic Resonance Imaging (MRI) provides high resolution structural data, but the tumor variability in terms of size, shape and texture are a common limiting factor in the performance of traditional...

Pallavi G. Patil, Anuja Chincholkar, N. Jagtap et al. · Proceedings of the 1st Inter... · 0 citations