Author

Hamza Shafiq

3 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#artificial intelligence Preprint Oct 2026

Retrieval-Augmented Multimodal Language Model with Heterogeneous Evidence Integration for Clinical Prognosis

Clinical prognosis requires integrating structured measurements, physiological waveforms, longitudinal history, and population context. We introduce PRISM (Population-Retrieved Inference for Structured Multimodal Prognosis), a multimodal language model that combines per-feature numerical tokenization, recency-weighted...

Hamza Shafiq, Jia-Lu Tang, Ting Dang et al. · 0 citations

Open access Sep 2026

Comparative evaluation of traditional and advanced AI models for classifying brain tumor status from MRI reports

To evaluate automated classification of English brain MRI reports into nontumor, posttreatment-tumor, and pretreatment-tumor categories under duplicate-aware internal validation, comparing transparent lexical baselines, a recurrent deep-learning baseline, and pretrained transformer encoders with comprehensive statist...

Hamza Shafiq, A. Masih, Talha Asif et al. · Scientific Reports · 0 citations

#machine learning Preprint Aug 2026

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation

Heterogeneous cardiac signals can mutually supervise a single foundation model of cardiac physiology using a physiology-aware joint-embedding predictive architecture built on a physiology-aware joint-embedding predictive architecture.

Hamza Shafiq, Hung Manh Pham, Bin Zhu et al. · 3 citations · ⚡1