Review on facial-recognition-based applications in disease diagnosis

J Qiang, D Wu, H Du, H Zhu, S Chen, H Pan - Bioengineering, 2022 - mdpi.com
Diseases not only manifest as internal structural and functional abnormalities, but also have
facial characteristics and appearance deformities. Specific facial phenotypes are potential …

Deep facial diagnosis: deep transfer learning from face recognition to facial diagnosis

B Jin, L Cruz, N Gonçalves - IEEE Access, 2020 - ieeexplore.ieee.org
The relationship between face and disease has been discussed from thousands years ago,
which leads to the occurrence of facial diagnosis. The objective here is to explore the …

Medical image classification with convolutional neural network

Q Li, W Cai, X Wang, Y Zhou, DD Feng… - … conference on control …, 2014 - ieeexplore.ieee.org
Image patch classification is an important task in many different medical imaging
applications. In this work, we have designed a customized Convolutional Neural Networks …

A survey on computer vision for assistive medical diagnosis from faces

J Thevenot, MB López, A Hadid - IEEE journal of biomedical …, 2017 - ieeexplore.ieee.org
Automatic medical diagnosis is an emerging center of interest in computer vision as it
provides unobtrusive objective information on a patient's condition. The face, as a mirror of …

Facial recognition software in clinical dysmorphology

ACE Hurst - Current Opinion in Pediatrics, 2018 - journals.lww.com
As facial recognition software capabilities improve, two-dimensional image capture with
artificial intelligence interpretation may become a useful tool within many areas of medicine …

22q11. 2 deletion syndrome in diverse populations

P Kruszka, YA Addissie, DE McGinn… - American Journal of …, 2017 - Wiley Online Library
22q11. 2 deletion syndrome (22q11. 2 DS) is the most common microdeletion syndrome and
is underdiagnosed in diverse populations. This syndrome has a variable phenotype and …

Down syndrome in diverse populations

P Kruszka, AR Porras, AK Sobering… - American Journal of …, 2017 - Wiley Online Library
Down syndrome is the most common cause of cognitive impairment and presents clinically
with universally recognizable signs and symptoms. In this study, we focus on exam findings …

A deep learning-based diagnostic tool for identifying various diseases via facial images

O Attallah - Digital Health, 2022 - journals.sagepub.com
With the current health crisis caused by the COVID-19 pandemic, patients have become
more anxious about infection, so they prefer not to have direct contact with doctors or …

Noonan syndrome in diverse populations

P Kruszka, AR Porras, YA Addissie… - American Journal of …, 2017 - Wiley Online Library
Noonan syndrome (NS) is a common genetic syndrome associated with gain of function
variants in genes in the Ras/MAPK pathway. The phenotype of NS has been well …

A deep learning frame-work for recognizing developmental disorders

P Shukla, T Gupta, A Saini, P Singh… - 2017 IEEE Winter …, 2017 - ieeexplore.ieee.org
Developmental Disorders are chronic disabilities that have a severe impact on the day to
day functioning of a large section of the human population. Recognizing developmental …