Early-onset colorectal cancer is increasing among younger adults, yet red-flag symptoms in this age group have no evidence-based guidelines for follow-up testing, and structured encounter data do not capture the detail needed to support early detection and inform follow-up, including symptom duration, context, and fam-...
Nikkie Hooman, Monarch Nigam, Amy E. Hughes et al.· 0 citations
An explicit multimodal routing framework for clinical prediction that enables interpretable, robust, and auditable reasoning across three EHR modalities and introduces inference-time route masking, which simulates missing modalities and reweights the remaining routes without retraining.
Nikkie Hooman, Zhongjie Wu, Eric C. Larson et al.· IEEE/ACM International Confe...· 1 citation
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