fusion-models

Multimodal AI pipeline to predict Big Five personality traits and assess charismatic leadership using audio, text, and video inputs.

K-space native detection of neurological pathologies, including microbleeds, invisible in standard reconstructed MRI images. Learns directly from raw MRI frequency-domain data to surface findings that image-based analysis structurally misses.

Hybrid ADAUSDT price forecasting using Gramian Angular Field images, ResNet18, LightGBM, ARIMA & AutoEncoder fusion. Multi-horizon (1H, 1W, 1M) with leakage-safe multiscale features.

Quality-Aware Cross-Dataset Explainable Multi-Task Deep Learning Framework for Automated Diabetic Retinopathy Screening

Official Fusion Model project for journal article titled "Explainable Depth-Wise and Channel-Wise Fusion Models for Multi-Class Skin Lesion Classification". Implements hybrid CNN-ViT Fusion model with XAI for skin cancer detection.

AudioFuse: Unified Spectral-Temporal Learning via a Hybrid ViT-1D CNN Architecture for Biomedical Audio Classification