Volume 5 Issue 2
New onset arteriovenous malformations in adults: a case series of caution
Abstract Introduction: New onset arteriovenous malformation (AVM) in adulthood requires a high index of clinical suspicion. The misdiagnosis of vascular soft tissue lesions as AVMs is relatively common, resulting in delays to definitive diagnosis and management. We present four recent ‘AVM referrals’ which were neoplastic and propose some clinical considerations to facilitate development of…
The utility of machine learning in the management of patients with peripheral arterial disease
Introduction Machine learning (ML) is moving decisively from concept to clinic-adjacent evaluation in vascular medicine. Peripheral arterial disease (PAD) has become a major focus for machine learning because it is clinically heterogeneous and carries a high health and economic burden, making it well suited to data driven approaches for earlier detection and personalised risk assessment.…
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