Deep Learning in Medical Imaging

Autor: Anke Meyer-Baese, Ian McCann, Mieke H. J. Schulte, Anna E. Goudriaan, Amirhessam Tahmassebi, Amir H. Gandomi

Publikováno v: PEARC
Practice and Experience in Advanced Research Computing 2018: Seamless Creativity, PEARC 2018

This paper aims at implementing novel biomarkers extracted from functional magnetic resonance imaging (fMRI) images taken at resting-state using convolutional neural networks (CNN) to predict relapse in heavy smoker subjects. In this regard, two clas

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3265fe40d6f08f85c99afa52d23f9e2e
https://doi.org/10.1145/3219104.3229250

An evolutionary approach for fMRI big data classification

Autor: Mieke H. J. Schulte, Lianne Schmaal, Amir H. Gandomi, Anna E. Goudriaan, Ian McCann, Amirhessam Tahmassebi, Anke Meyer-Baese

Publikováno v: 2017 IEEE Congress on Evolutionary Computation, CEC 2017-Proceedings, 1029-1036
STARTPAGE=1029;ENDPAGE=1036;TITLE=2017 IEEE Congress on Evolutionary Computation, CEC 2017-Proceedings
CEC

Resting-state function magnetic resonance imaging (fMRI) images allow us to see the level of activity in a patient's brain. We consider fMRI of patients before and after they underwent a smoking cessation treatment. Two classes of patients have been

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ba169411f01d99f230506c831591734e
https://pure.amc.nl/en/publications/an-evolutionary-approach-for-fmri-big-data-classification(183d6768-7832-4744-86fd-f64a5c3191f0).html

On-farm labour allocation and irrigation water use: case studies among smallholder systems in arid regions

Autor: Ian McCann, Abdullah Al-Ghafri, W. Ray Norman

Publikováno v: Irrigation and Drainage Systems. 22:79-92

On-farm measurements and observations of water flow, water costs and irrigation labour inputs at the individual parcel level were made in case studies of smallholder irrigation systems in sub-Saharan Africa and south-eastern Arabia. The systems, in w

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::c0d1e133918c8b7cab0e606a8ef37ca6
https://doi.org/10.1007/s10795-007-9038-y

Sustainable use of salt-degraded and abandoned farms for forage production using halophytic grasses

Autor: Ian McCann, Shabbir A. Shahid, Basel Al Araj, N.K. Rao, Shoaib Ismail, Khalil Ur Rahman Bashir Butt

Publikováno v: Crop and Pasture Science. 68:483

Four halophytic perennial forage grass species, Distichlis spicata, Paspalum vaginatum, Sporobolus virginicus and S. arabicus, were planted in three salt-degraded and abandoned farms at Mezaira’a, Madinat Zayed and Ghayathi in the United Arab Emira

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::3a90ef33f93105c5de5af3e99b546d40
https://doi.org/10.1071/cp16197

Improved Decision Making for Deficit Irrigation of Wheat in Northern Syria

Autor: Ian McCann, Theib Oweis, Adriana Bruggeman, Mustafa Pala

Publikováno v: 2005 Tampa, FL July 17-20, 2005.

Increasing water scarcity due to population growth and urbanization is pushing the countries in the Mediterranean region to improve their irrigation water use efficiency. Supplemental irrigation of rain-fed crops is a very efficient use of the scarce

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::03ac58cb3e55d02b4dee945bd3f091af
https://doi.org/10.13031/2013.19031