HIST-AID: Leveraging Historical Patient Reports for Enhanced Multi-Modal Automatic Diagnosis

Chest X-ray imaging is a widely accessible and non-invasive diagnostic tool for detecting thoracic abnormalities. While numerous AI models assist radiologists in interpreting these images, most overlook patients' historical data. To bridge this gap, we introduce Temporal MIMIC dataset, which in...

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Veröffentlicht in:	arXiv.org 2024-11
Hauptverfasser:	Huang, Haoxu, Deniz, Cem M, Cho, Kyunghyun, Chopra, Sumit, Madaan, Divyam
Format:	Artikel
Sprache:	eng
Schlagworte:	Abnormalities Accuracy Diagnosis Image enhancement X ray imagery
Online-Zugang:	Volltext
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