These findings build on previous work using machine learning to identify patients with PAD and assess outcomes. 27, 28 A deep neural network analysis of posterior tibial artery Doppler waveforms was ...

We have recently shown that artificial intelligence (AI) using deep neural networks can accurately identify patients with PAD solely on the basis of Doppler waveform analysis of the posterior tibial ...

Care pathway 2.3 The National Wound Care Strategy Programme (NWCSP) recommendations for lower limb ulcers advise using the ankle brachial pressure index (ABPI) to screen for peripheral arterial ...

It is important that other outputs such as doppler waveform are used to validate the ABPI result in these cases. Some automated devices provide additional outputs such as doppler waveforms or similar, ...

1 Neuroscience Center, Department of Neurology, The First Hospital of Jilin University, Jilin University, Changchun, China 2 Department of Vascular Ultrasonography, Xuanwu Hospital, Capital Medical ...

5 Department of Vascular Medicine, CHU Rennes, Rennes, France Background: Arterial Doppler Ultrasound waveform (DW) analysis allows the detection and evaluation of lower extremity peripheral artery ...

These are generally treated by compression. Arterial leg ulcers (around 22% of ulcers) occur because of poor blood supply to the legs, when there is a block in a leg artery or narrowing of the ...