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researcher

C. Ayoub

4 papers hereh-index 15715 citations233 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.AI1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

most citedNovel AI-Based Quantification of Breast Arterial Calcification to Predict Cardiovascular Risk

9 citations · 9 across the 3 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2026

From Image Interpretation to Clinical Reasoning: Upstream Physician-Context-Aware Multimodal Learning with Causal Reinforcement Learning

Jialu Pi, Yanan Ma, Weijie Chen +8

Major adverse cardiovascular events (MACE) remain the leading cause of mortality worldwide. Opportunistic screening using routinely acquired clinical data offers a scalable approac…

cs.CV2025

MOSCARD -- Causal Reasoning and De-confounding for Multimodal Opportunistic Screening of Cardiovascular Adverse Events

Jialu Pi, Juan Maria Farina, Rimita Lahiri +7

Major Adverse Cardiovascular Events (MACE) remain the leading cause of mortality globally, as reported in the Global Disease Burden Study 2021. Opportunistic screening leverages da…

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