Zobrazeno 1 - 10
of 165
pro vyhledávání: '"Gorriz, Juan M."'
Autor:
Gorriz, Juan M, Ramirez, J., Segovia, F., Martinez-Murcia, F. J., Jiménez-Mesa, C., Suckling, J.
Regression analysis is a central topic in statistical modeling, aimed at estimating the relationships between a dependent variable, commonly referred to as the response variable, and one or more independent variables, i.e., explanatory variables. Lin
Externí odkaz:
http://arxiv.org/abs/2402.15213
As a technique that can compactly represent complex patterns, machine learning has significant potential for predictive inference. K-fold cross-validation (CV) is the most common approach to ascertaining the likelihood that a machine learning outcome
Externí odkaz:
http://arxiv.org/abs/2401.16407
Publikováno v:
INT J NEURAL SYST 28 (10), 2018, 1850035
Spatial and intensity normalization are nowadays a prerequisite for neuroimaging analysis. Influenced by voxel-wise and other univariate comparisons, where these corrections are key, they are commonly applied to any type of analysis and imaging modal
Externí odkaz:
http://arxiv.org/abs/2311.12561
Autor:
Jafari, Mahboobeh, Sadeghi, Delaram, Shoeibi, Afshin, Alinejad-Rokny, Hamid, Beheshti, Amin, García, David López, Chen, Zhaolin, Acharya, U. Rajendra, Gorriz, Juan M.
Schizophrenia (SZ) is a prevalent mental disorder characterized by cognitive, emotional, and behavioral changes. Symptoms of SZ include hallucinations, illusions, delusions, lack of motivation, and difficulties in concentration. Diagnosing SZ involve
Externí odkaz:
http://arxiv.org/abs/2309.12202
Autor:
Jafari, Mahboobeh, Shoeibi, Afshin, Khodatars, Marjane, Ghassemi, Navid, Moridian, Parisa, Delfan, Niloufar, Alizadehsani, Roohallah, Khosravi, Abbas, Ling, Sai Ho, Zhang, Yu-Dong, Wang, Shui-Hua, Gorriz, Juan M., Rokny, Hamid Alinejad, Acharya, U. Rajendra
In recent years, cardiovascular diseases (CVDs) have become one of the leading causes of mortality globally. CVDs appear with minor symptoms and progressively get worse. The majority of people experience symptoms such as exhaustion, shortness of brea
Externí odkaz:
http://arxiv.org/abs/2210.14909
Autor:
Jafari, Mahboobeh, Shoeibi, Afshin, Ghassemi, Navid, Heras, Jonathan, Ling, Sai Ho, Beheshti, Amin, Zhang, Yu-Dong, Wang, Shui-Hua, Alizadehsani, Roohallah, Gorriz, Juan M., Acharya, U. Rajendra, Rokny, Hamid Alinejad
Myocarditis is a significant cardiovascular disease (CVD) that poses a threat to the health of many individuals by causing damage to the myocardium. The occurrence of microbes and viruses, including the likes of HIV, plays a crucial role in the devel
Externí odkaz:
http://arxiv.org/abs/2210.14611
Autor:
Moridian, Parisa, Ghassemi, Navid, Jafari, Mahboobeh, Salloum-Asfar, Salam, Sadeghi, Delaram, Khodatars, Marjane, Shoeibi, Afshin, Khosravi, Abbas, Ling, Sai Ho, Subasi, Abdulhamit, Alizadehsani, Roohallah, Gorriz, Juan M., Abdulla, Sara A, Acharya, U. Rajendra
Publikováno v:
Moridian, et. al., Automatic autism spectrum disorder detection using artificial intelligence methods with MRI neuroimaging: A review, Frontiers in Molecular Neuroscience, Volume 15, 2022
Autism spectrum disorder (ASD) is a brain condition characterized by diverse signs and symptoms that appear in early childhood. ASD is also associated with communication deficits and repetitive behavior in affected individuals. Various ASD detection
Externí odkaz:
http://arxiv.org/abs/2206.11233
Autor:
Shoeibi, Afshin, Ghassemi, Navid, Khodatars, Marjane, Moridian, Parisa, Khosravi, Abbas, Zare, Assef, Gorriz, Juan M., Chale-Chale, Amir Hossein, Khadem, Ali, Acharya, U. Rajendra
Nowadays, many people worldwide suffer from brain disorders, and their health is in danger. So far, numerous methods have been proposed for the diagnosis of Schizophrenia (SZ) and attention deficit hyperactivity disorder (ADHD), among which functiona
Externí odkaz:
http://arxiv.org/abs/2205.15858
Autor:
Elazab, Ahmed, Wang, Changmiao, Abdelaziz, Mohammed, Zhang, Jian, Gu, Jason, Gorriz, Juan M., Zhang, Yudong, Chang, Chunqi
Publikováno v:
In Expert Systems With Applications 1 December 2024 255 Part C
Autor:
Roshanzamir, Mohamad, Alizadehsani, Roohallah, Roshanzamir, Mahdi, Shoeibi, Afshin, Gorriz, Juan M., Khosrave, Abbas, Nahavandi, Saeid
One of the most common problems encountered in human-computer interaction is automatic facial expression recognition. Although it is easy for human observer to recognize facial expressions, automatic recognition remains difficult for machines. One of
Externí odkaz:
http://arxiv.org/abs/2109.05457