From the 2 of 5 linked papers with an AI index.
5 papers
MedLLM: An Open Medical Language Model at the Sub-Billion Scale
Maxx Richard Rahman, Asim Ahmed, Mihan Mohagheghzadeh +1
The paper presents MedLLM, an open 100‑million‑parameter medical language model trained with a three‑phase pipeline (general pretraining, domain fine‑tuning on the released MedFine…
INCLAIR: Inception-Based Longitudinal Clinical Anomaly Detection with Informed Reasoning
Maxx Richard Rahman, Wolfgang Maass
INCLAIR is a framework that detects anomalies in longitudinal clinical records by scoring observations against multiple historical contexts, aggregating evidence, and producing nat…
LongMoE: Longitudinal Multimodal Learning via Trajectory-Aware Mixture-of-Experts
Maxx Richard Rahman, Prakhar Kumar, Wolfgang Maass
Multimodal clinical learning is increasingly important for integrating diverse patient data, including imaging, text, and personalised health records. However, it faces two fundame…
DiGAN: Diffusion-Guided Attention Network for Early Alzheimer's Disease Detection
Maxx Richard Rahman, Mostafa Hammouda, Wolfgang Maass
Early diagnosis of Alzheimer's disease (AD) remains a major challenge due to the subtle and temporally irregular progression of structural brain changes in the prodromal stages. Ex…
RAG for Effective Supply Chain Security Questionnaire Automation
Zaynab Batool Reza, Abdul Rafay Syed, Omer Iqbal +4
In an era where digital security is crucial, efficient processing of security-related inquiries through supply chain security questionnaires is imperative. This paper introduces a…