2 papers
cs.AI2026
AgentRx: A Benchmark Study of LLM Agents for Multimodal Clinical Prediction Tasks
Baraa Al Jorf, Farah E. Shamout
Building effective clinical decision support systems requires the synthesis of complex heterogeneous multimodal data. Such modalities include temporal electronic health records dat…
eess.IV2025
MedPatch: Confidence-Guided Multi-Stage Fusion for Multimodal Clinical Data
Baraa Al Jorf, Farah Shamout
Clinical decision-making relies on the integration of information across various data modalities, such as clinical time-series, medical images and textual reports. Compared to othe…