What do we need to build explainable AI systems for the medical domain?

A Holzinger, C Biemann, CS Pattichis… - arXiv preprint arXiv …, 2017 - arxiv.org
Artificial intelligence (AI) generally and machine learning (ML) specifically demonstrate
impressive practical success in many different application domains, eg in autonomous …

A review of ultrasound common carotid artery image and video segmentation techniques

CP Loizou - Medical & biological engineering & computing, 2014 - Springer
The determination of the wall thickness [intima–media thickness (IMT)], the delineation of the
atherosclerotic carotid plaque, the measurement of the diameter in the common carotid …

Carotid artery ultrasound image analysis: A review of the literature

S Latha, D Samiappan… - Proceedings of the …, 2020 - journals.sagepub.com
Stroke is one of the prominent causes of death in the recent days. The existence of
susceptible plaque in the carotid artery can be used in ascertaining the possibilities of …

A comparison of ultrasound intima-media thickness measurements of the left and right common carotid artery

CP Loizou, A Nicolaides, E Kyriacou… - IEEE journal of …, 2015 - ieeexplore.ieee.org
The intima-media thickness (IMT) of the common carotid artery (CCA) is an established
indicator of cardiovascular disease (CVD). There have been reports about the difference …

Phase asymmetry ultrasound despeckling with fractional anisotropic diffusion and total variation

K Mei, B Hu, B Fei, B Qin - IEEE Transactions on Image …, 2019 - ieeexplore.ieee.org
We propose an ultrasound speckle filtering method for not only preserving various edge
features but also filtering tissue-dependent complex speckle noises in ultrasound images …

[PDF][PDF] Classification of carotid artery abnormalities in ultrasound images using an artificial neural classifier.

D Samiappan, V Chakrapani - Int. Arab J. Inf. Technol., 2016 - ccis2k.org
This work presents a computer-aided system for the identification of plaques and
atherosclerosis of carotid abnormalities and the individuals at risk of stroke. Intima Media …

Medical image analysis using AM-FM models and methods

KP Constantinou, IP Constantinou… - IEEE Reviews in …, 2020 - ieeexplore.ieee.org
Medical image analysis methods require the use of effective representations for
differentiating between lesions, diseased regions, and normal structure. Amplitude …

Association of Intima-media texture with prevalence of clinical cardiovascular disease

CP Loizou, E Kyriacou, MB Griffin… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Recent studies have suggested that textural characteristics of the intima-media complex
(IMC) may be more useful than the intima-media thickness (IMT) in evaluating …

Recent multiscale AM-FM methods in emerging applications in medical imaging

V Murray, MS Pattichis, ES Barriga, P Soliz - EURASIP Journal on …, 2012 - Springer
Amplitude-modulation frequency-modulation (AM-FM) decompositions represent images
using spatially-varying sinusoidal waves and their spatially-varying amplitudes. AM-FM …

A customer-oriented skin detection and care system in telemedicine applications

WY Hsu - The Electronic Library, 2019 - emerald.com
Purposed Virtual medical instrumentation plays a vital role in a telemedicine system that
obtains data from the medical instrument, required by doctors at remote location to diagnose …