Serestina Viriri
Overview
Explore the profile of Serestina Viriri including associated specialties, affiliations and a list of published articles.
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Articles
30
Citations
140
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Recent Articles
1.
Akinpelu S, Viriri S, Adegun A
Sci Rep
. 2024 Jun;
14(1):13126.
PMID: 38849422
In human-computer interaction systems, speech emotion recognition (SER) plays a crucial role because it enables computers to understand and react to users' emotions. In the past, SER has significantly emphasised...
2.
Malik F, Yousaf M, Sial H, Viriri S
Front Big Data
. 2024 Apr;
7:1366312.
PMID: 38590699
Background: Melanoma is one of the deadliest skin cancers that originate from melanocytes due to sun exposure, causing mutations. Early detection boosts the cure rate to 90%, but misclassification drops...
3.
Mhlanga S, Viriri S
Front Med (Lausanne)
. 2024 Jan;
10:1240360.
PMID: 38193036
Introduction: To improve comprehension of initial brain growth in wellness along with sickness, it is essential to precisely segment child brain magnetic resonance imaging (MRI) into white matter (WM) and...
4.
Asani E, Osadeyi Y, Adegun A, Viriri S, Ayoola J, Kolawole E
Front Artif Intell
. 2023 Dec;
6:1325606.
PMID: 38075383
[This corrects the article DOI: 10.3389/frai.2023.1227950.].
5.
Bakasa W, Viriri S
Front Artif Intell
. 2023 Oct;
6:1232640.
PMID: 37876961
Ensemble learning aims to improve prediction performance by combining several models or forecasts. However, how much and which ensemble learning techniques are useful in deep learning-based pipelines for pancreas computed...
6.
Asani E, Osadeyi Y, Adegun A, Viriri S, Ayoola J, Kolawole E
Front Artif Intell
. 2023 Oct;
6:1227950.
PMID: 37818427
The devastating effect of plant disease infestation on crop production poses a significant threat to the attainment of the United Nations' Sustainable Development Goal 2 (SDG2) of food security, especially...
7.
Bakasa W, Viriri S
J Imaging
. 2023 Jul;
9(7).
PMID: 37504815
The prognosis of patients with pancreatic ductal adenocarcinoma (PDAC) is greatly improved by an early and accurate diagnosis. Several studies have created automated methods to forecast PDAC development utilising various...
8.
Akinpelu S, Viriri S
Sci Rep
. 2023 Jul;
13(1):11990.
PMID: 37491423
Speech emotion classification (SEC) has gained the utmost height and occupied a conspicuous position within the research community in recent times. Its vital role in Human-Computer Interaction (HCI) and affective...
9.
Adegun A, Fonou Dombeu J, Viriri S, Odindi J
Sensors (Basel)
. 2023 Jul;
23(13).
PMID: 37447699
Object detection in remotely sensed satellite images is critical to socio-economic, bio-physical, and environmental monitoring, necessary for the prevention of natural disasters such as flooding and fires, socio-economic service delivery,...
10.
Muchuchuti S, Viriri S
J Imaging
. 2023 Apr;
9(4).
PMID: 37103235
Millions of people are affected by retinal abnormalities worldwide. Early detection and treatment of these abnormalities could arrest further progression, saving multitudes from avoidable blindness. Manual disease detection is time-consuming,...