Zobrazeno 1 - 10
of 13
pro vyhledávání: '"Mohammed El Amine Lazouni"'
Autor:
Lamia Fatma Houbaba Chaouche Ramdane, Habib Mahi, Mostafa El Habib Daho, Mohammed El Amine Lazouni
Publikováno v:
IET Image Processing, Vol 16, Iss 1, Pp 252-260 (2022)
Abstract The Multiple Classifier System (or classifier ensemble) is the consensus of different clustering algorithms that can provide high accuracy for the best partition and thus overcome the constraints of conventional approaches based on single cl
Externí odkaz:
https://doaj.org/article/03fea0c820404d788610cce3d763c2c1
Autor:
Mohammed El Amine Lazouni, Lamia Fatma Houbaba Chaouche Ramdane, Mostafa El Habib Daho, Habib Mahi
Publikováno v:
IET Image Processing, Vol 16, Iss 1, Pp 252-260 (2022)
The Multiple Classifier System (or classifier ensemble) is the consensus of different clustering algorithms that can provide high accuracy for the best partition and thus overcome the constraints of conventional approaches based on single classifiers
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3524a81263d49274a48e6ea9a7df1a21
https://doi.org/10.1049/ipr2.12349
https://doi.org/10.1049/ipr2.12349
Publikováno v:
Journal of Mechanics in Medicine and Biology. 23
Keratoconus is an eye disease causing progressive corneal thinning. At an early stage (fruste keratoconus), the symptoms can overlap with those of other eye disorders, making the diagnosis difficult. This led us to propose a new image processing pipe
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::53f8bdadb05654b14bb0a8fccec10179
https://doi.org/10.1142/s021951942350001x
https://doi.org/10.1142/s021951942350001x
Publikováno v:
Digital Technologies and Applications ISBN: 9783030738815
In this work, we proposed an Explainable model based on Deep Learning for fast COVID-19 screening in chest CT images. We first collected a database of 360 COVID and Non-COVID images at the Tlemcen hospital in Algeria. This database was merged with tw
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::87f054e80d4df7a0c9115552544e0ab8
https://doi.org/10.1007/978-3-030-73882-2_89
https://doi.org/10.1007/978-3-030-73882-2_89
Publikováno v:
International Journal of Biomedical Engineering and Technology. 39:426
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::173e24fc71c1caa469d6eefdae10090c
https://doi.org/10.1504/ijbet.2022.124667
https://doi.org/10.1504/ijbet.2022.124667
Publikováno v:
International Journal of Computer Aided Engineering and Technology. 11:613
Glaucoma is a redundant disease and a major cause of blindness resulting from damage in the optic nerve. This disease generally spreads very slowly and does not show any symptom at the beginning. The research presented in this paper is both a clinica
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::40347848ebe6f7cb2724f3839067b0c3
https://doi.org/10.1504/ijcaet.2019.100457
https://doi.org/10.1504/ijcaet.2019.100457
Publikováno v:
Computer Methods and Programs in Biomedicine
Computer Methods and Programs in Biomedicine, Elsevier, 2016, 133, pp.183-193. ⟨10.1016/j.cmpb.2016.05.021⟩
Computer Methods and Programs in Biomedicine, Elsevier, 2016, 133, pp.183-193. ⟨10.1016/j.cmpb.2016.05.021⟩
We propose a method to learn patient's ASA score and admission to surgery decision.Classification accuracy exceeds 95% and compares favorably to state-of-the-art machine learning algorithms.The classification model is easily interpretable by physicia
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f4ee5ae011e33ac20d1c28369d8b84f8
https://hal.archives-ouvertes.fr/hal-01443085
https://hal.archives-ouvertes.fr/hal-01443085
Publikováno v:
2014 Second World Conference on Complex Systems (WCCS).
Anesthesia is a branch of medical science generally applied to patients who need surgery or painful acts. Research in this field has brought many changes by decreasing the mortality rate that is why in this work, we propose a computer aided diagnosis
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::98a928f5654aa9b6e9d79ee4798ec2bd
https://doi.org/10.1109/icocs.2014.7060908
https://doi.org/10.1109/icocs.2014.7060908
Publikováno v:
ICMCS
Random Forest RF is a successful technique of ensemble prediction that uses the majority voting or an average depending on the combination. However, it is clear that each tree in a random forest can have different contribution to the treatment of som
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::de4ead8fe0533e8c1bea93bf35aa7530
https://doi.org/10.1109/icmcs.2014.6911187
https://doi.org/10.1109/icmcs.2014.6911187
Publikováno v:
ICMCS
Before the routine anesthesia, an airway examination must be performed during the pre-anesthetic examination for all patients who need a surgical operation in order to decide whether the tracheal intubation is easy or hard. In the field of anesthesia
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1ecbb64f54d7d5869925be6d882f45fb
https://doi.org/10.1109/icmcs.2014.6911235
https://doi.org/10.1109/icmcs.2014.6911235