Systematic review on machine-learning algorithms used in wearable-based eHealth data analysis
In this digitized world, data has become an integral part in any domain, including healthcare.
The healthcare industry produces a huge amount of digital data, by utilizing information from …
The healthcare industry produces a huge amount of digital data, by utilizing information from …
An ensemble deep learning based approach for red lesion detection in fundus images
JI Orlando, E Prokofyeva, M Del Fresno… - Computer methods and …, 2018 - Elsevier
Background and objectives: Diabetic retinopathy (DR) is one of the leading causes of
preventable blindness in the world. Its earliest sign are red lesions, a general term that …
preventable blindness in the world. Its earliest sign are red lesions, a general term that …
[PDF][PDF] Inter-observer Reliability in Computer-aided Diagnosis of Diabetic Retinopathy.
J Gonçalves, T Conceiçao, F Soares - HEALTHINF, 2019 - scitepress.org
The rapid growth of digital data in healthcare demands medical image analysis to be faster,
precise and, at the same time, decentralized. Deep Learning (DL) fits well in this scenario …
precise and, at the same time, decentralized. Deep Learning (DL) fits well in this scenario …
[PDF][PDF] Learning to detect red lesions in fundus photographs: An ensemble approach based on deep learning
JI Orlando, E Prokofyeva, M del Fresno… - arXiv preprint arXiv …, 2017 - researchgate.net
Diabetic retinopathy (DR) is one of the leading causes of preventable blindness in the world.
Its earliest sign are red lesions, a general term that groups both microaneurysms (MAs) and …
Its earliest sign are red lesions, a general term that groups both microaneurysms (MAs) and …
Reliable IoT-based health-care system for diabetic retinopathy diagnosis to defend the vision of patients
S Janakiraman, AR P - International Journal of Pervasive Computing …, 2021 - emerald.com
Purpose The purpose of this paper is to design an Internet-of-Things (IoT) architecture-
based Diabetic Retinopathy Detection Scheme (DRDS) proposed for identifying Type-I or …
based Diabetic Retinopathy Detection Scheme (DRDS) proposed for identifying Type-I or …
[PDF][PDF] Machine Learning@ Fraunhofer Portugal AICOS
There are several areas of application of Machine Learning techniques. In Fraunhofer
Portugal Research Center for Assistive Information and Communication Solutions (FhP …
Portugal Research Center for Assistive Information and Communication Solutions (FhP …