Zobrazeno 1 - 10
of 61
pro vyhledávání: '"Cuong Manh Do"'
Autor:
Dung Phung, Huong Xuan Nguyen, Huong Lien Thi Nguyen, Anh Mai Luong, Cuong Manh Do, Quang Dai Tran, Cordia Chu
Publikováno v:
PLoS ONE, Vol 13, Iss 3, p e0193246 (2018)
To examine the effects of socioecological factors on multiple communicable diseases across Vietnam.We used the Moran's I tests to evaluate spatial clusters of diseases and applied multilevel negative binomial regression models using the Bayesian fram
Externí odkaz:
https://doaj.org/article/d618a4f551f340cc8af29185b7ebacb2
Autor:
Cuong Manh Do, Bahram Javidi
Publikováno v:
IEEE Photonics Journal, Vol 1, Iss 1, Pp 9-20 (2009)
We present a method for photon-counting sensing with three-dimensional (3-D) integral imaging for object recognition using independent component analysis (ICA). A lenslet array is used to capture multiple perspective images of a 3-D scene projected o
Externí odkaz:
https://doaj.org/article/493470fb6bb2413e8d9f07c628232e3f
Publikováno v:
Plant Cell, Tissue and Organ Culture (PCTOC). 141:393-405
Leaf abscission of rose (Rosa hybrida L. ‘Baby Love’) cultured in vitro due to ethylene gas accumulation and enzymatic hydrolytic activity, is one of the abnormal phenomena affecting the shoots quality. In this study, silver nanoparticles (AgNPs)
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::55b7a3f22c5852af6d0b3924fe87f03f
https://doi.org/10.1007/s11240-020-01796-4
https://doi.org/10.1007/s11240-020-01796-4
An investigation of Deep Learning Algorithms applied to automated diagnosis for Diabetic Retinopathy
Autor:
Lan Vu, Cuong Manh Do
Publikováno v:
SPIE Future Sensing Technologies.
Diabetic retinopathy is one of the leading causes of blindness among the working age population world-wide due to late detection and intervention. This study pilots the application of deep learning models to automatically diagnose the occurrence and
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::37a3b7694be92c587b821cd75f654a60
https://doi.org/10.1117/12.2579608
https://doi.org/10.1117/12.2579608
Autor:
Cory Wang, Cuong Manh Do
Publikováno v:
Artificial Intelligence and Machine Learning in Defense Applications II.
There are two goals of modeling, including interpretation that is to extract information about how the response variables are associated to the input variables, and prediction that is to predict what the responses are going to be. The dilemma is that
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::277731d9eff5a5a707c5c57a085cfb12
https://doi.org/10.1117/12.2583972
https://doi.org/10.1117/12.2583972
Autor:
Cuong Manh Do, Lan Vu
Publikováno v:
Artificial Intelligence and Machine Learning in Defense Applications II
We propose the so-called Bundled Transfer Learning approach with multiple large architectures for automated detection of Coronavirus using X-Ray and CT images Extracted features from each pretrained model in the bundle are gathered for training new d
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c568dd01fb78c0961bb7802f07322db7
Autor:
Cuong Manh Do, Lan Vu
Publikováno v:
Applications of Digital Image Processing XLIII.
This study aims to investigate an automated approach using Convolutional Neural Network (CNN) to efficiently classify COVID-19 cases vs healthy cases using chest CT images. Convolutional Neural Network (CNN) is a class of deep neural networks, usuall
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::59859857eedacdb72559d48a0c240ee0
https://doi.org/10.1117/12.2576276
https://doi.org/10.1117/12.2576276
Autor:
Cuong Manh Do
Publikováno v:
Applications of Digital Image Processing XLIII.
In this paper, we take the very first step in using Neural Style Transfer and Generative Adversarial Networks for the task of 3D image augmentation. With this approach, more data may be generated for object recognition and visualization purposes with
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::634ed1e24dea99673950e60d4a7da841
https://doi.org/10.1117/12.2575924
https://doi.org/10.1117/12.2575924
Autor:
Cuong Manh Do
Publikováno v:
Applications of Machine Learning 2020.
A typical issue with development of 3D image recognition models and systems is that 3D images often come with large volumes of data and require expensive computational cost for image reconstruction and model training. Transfer learning is a machine l
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d992fcd3219e36b538125ca35f993d09
https://doi.org/10.1117/12.2575923
https://doi.org/10.1117/12.2575923
Autor:
Cuong Manh Do, Lan Vu
Publikováno v:
Applications of Machine Learning 2020
By the time of the abstract, the coronavirus COVID-19 is affecting 213 countries with more than 9.4 million cases, and more than 480 thousand deaths. In the US it has been confirmed that there are more than 2.4 million COVID-19 cases and approximatel
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d169ed3b0d08eb224df1076e807abb67
https://doi.org/10.1117/12.2575919
https://doi.org/10.1117/12.2575919