Search Results for author: M. Jaleed Khan

Found 3 papers, 1 papers with code

PatchCTG: Patch Cardiotocography Transformer for Antepartum Fetal Health Monitoring

no code implementations12 Nov 2024 M. Jaleed Khan, Manu Vatish, Gabriel Davis Jones

Antepartum Cardiotocography (CTG) is vital for fetal health monitoring, but traditional methods like the Dawes-Redman system are often limited by high inter-observer variability, leading to inconsistent interpretations and potential misdiagnoses.

Decision Making Specificity

The OxMat dataset: a multimodal resource for the development of AI-driven technologies in maternal and newborn child health

no code implementations11 Apr 2024 M. Jaleed Khan, Ioana Duta, Beth Albert, William Cooke, Manu Vatish, Gabriel Davis Jones

The rapid advancement of Artificial Intelligence (AI) in healthcare presents a unique opportunity for advancements in obstetric care, particularly through the analysis of cardiotocography (CTG) for fetal monitoring.

NeuSyRE: Neuro-Symbolic Visual Understanding and Reasoning Framework based on Scene Graph Enrichment

1 code implementation Semantic Web 2023 M. Jaleed Khan, John Breslin, Edward Curry

We present a loosely-coupled neuro-symbolic visual understanding and reasoning framework that employs a DNN-based pipeline for object detection and multi-modal pairwise relationship prediction for scene graph generation and leverages common sense knowledge in heterogenous knowledge graphs to enrich scene graphs for improved downstream reasoning.

 Ranked #1 on Scene Graph Generation on Visual Genome (mR@100 metric)

Caption Generation Common Sense Reasoning +9

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