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Dirty road extraction from GF-2 images by semi-supervised deep learning method for arid and semiarid regions of southern Mongolia 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF DIGITAL EARTH. 出版年: 2024, 卷号: 17, 期号: 1
作者:  Wang, Meng;  Wang, Juanle
收藏  |  浏览/下载：15/0  |  提交时间：2024/10/04
Deep learning  semi-supervised semantic segmentation  off-road  natural road  Mongolian plateau  
HGCMorph: joint discontinuity-preserving and pose-learning via GNN and capsule networks for deformable medical images registration 期刊论文
发表期刊: PHYSICS IN MEDICINE AND BIOLOGY. 出版年: 2024, 卷号: 69, 期号: 7
作者:  Yan, Zhiyue;  Ji, Jianhua;  Ma, Jia;  Cao, Wenming
收藏  |  浏览/下载：17/0  |  提交时间：2024/10/04
magnetic resonance imaging  deformable image registration  deep learning  unsupervised  weakly supervised  neural network  
Allocation of reservoirs sites for runoff management towards sustainable water resources: Case study of Harirud River Basin, Afghanistan 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2024, 卷号: 634
作者:  Doost, Ziaul Haq;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：14/0  |  提交时间：2024/10/04
Dam series optimization  Dam site suitability  Supervised learning models  Rainwater harvesting  Water management and sustainability  Machin Learning  
ImUnity: A generalizable VAE-GAN solution for multicenter MR image harmonization 期刊论文
发表期刊: MEDICAL IMAGE ANALYSIS. 出版年: 2023, 卷号: 88
作者:  Cackowski, Stenzel;  Barbier, Emmanuel L.;  Dojat, Michel;  Christen, Thomas
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/29
Brain  Deep Adversarial Network  Data harmonization  Self-supervised learning  Radiomic features  
Brain-on-Cloud for automatic diagnosis of Alzheimer?s disease from 3D structural magnetic resonance whole-brain scans 期刊论文
发表期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. 出版年: 2022, 卷号: 227
作者:  Tomassini, Selene;  Sbrollinia, Agnese;  Covellaa, Giacomo;  Sernani, Paolo;  Falcionelli, Nicola;  Millerb, Henning;  Morettinia, Micaela;  Burattinia, Laura;  Dragonia, Aldo Franco
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/20
Alzheimer?s disease  Cloud computing  Computer-aided diagnosis  Convolutional LSTM  3D structural magnetic resonance  Supervised deep learning  
Sentinel-2 Data for Land Use Mapping: Comparing Different Supervised Classifications in Semi-Arid Areas 期刊论文
发表期刊: AGRICULTURE-BASEL. 出版年: 2022, 卷号: 12, 期号: 9
作者:  Abida, Khouloud;  Barbouchi, Meriem;  Boudabbous, Khaoula;  Toukabri, Wael;  Saad, Karem;  Bousnina, Habib;  Chahed, Thouraya Sahli
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/20
sentinel-2  land use mapping  supervised classification  spectral index  machine learning  
Evaluating Three Supervised Machine Learning Algorithms (LM, BR, and SCG) for Daily Pan Evaporation Estimation in a Semi-Arid Region 期刊论文
发表期刊: WATER. 出版年: 2022, 卷号: 14, 期号: 21
作者:  Aghelpour, Pouya;  Bagheri-Khalili, Zahra;  Varshavian, Vahid;  Mohammadi, Babak
收藏  |  浏览/下载：7/0  |  提交时间：2024/09/20
hydrological modeling  machine learning  supervised learning  pan evaporation  hydroinformatics  
OASIS plus : leveraging machine learning to improve the prognostic accuracy of OASIS severity score for predicting in-hospital mortality 期刊论文
发表期刊: BMC MEDICAL INFORMATICS AND DECISION MAKING. 出版年: 2021, 卷号: 21, 期号: 1
作者:  El-Manzalawy, Yasser;  Abbas, Mostafa;  Hoaglund, Ian;  Cerna, Alvaro Ulloa;  Morland, Thomas B.;  Haggerty, Christopher M.;  Hall, Eric S.;  Fornwalt, Brandon K.
收藏  |  浏览/下载：14/0  |  提交时间：2021/07/30
In-hospital mortality prediction  Point-based severity scores  Critical care outcomes  Supervised machine learning  
Fast Brain Volumetric Segmentation from T1 MRI Scans 期刊论文
发表期刊: ADVANCES IN COMPUTER VISION, CVC, VOL 1. 出版年: 2020, 卷号: 943, 页码: 402-415
作者:  Anand, Ananya;  Anand, Namrata
收藏  |  浏览/下载：25/0  |  提交时间：2020/03/23
Magnetic resonance imaging  Supervised machine learning  Neural networks (computer)  Artificial intelligence  Computer vision systems  
Comparison of Implicit vs. Explicit Regime Identification in Machine Learning Methods for Solar Irradiance Prediction 期刊论文
发表期刊: ENERGIES. 出版年: 2020, 卷号: 13, 期号: 3
作者:  McCandless, Tyler;  Dettling, Susan;  Haupt, Sue Ellen
收藏  |  浏览/下载：26/0  |  提交时间：2020/05/22
solar power forecasting  machine learning  artificial intelligence  regression tree  artificial neural networks  unsupervised learning  supervised learning  regime-identification