Zobrazeno 1 - 10
of 25
pro vyhledávání: '"Russell Greiner"'
Autor:
Li-Hao Kuan, Pedram Parnianpour, Rafsanjany Kushol, Neeraj Kumar, Tanushka Anand, Sanjay Kalra, Russell Greiner
Publikováno v:
Scientific Reports, Vol 13, Iss 1, Pp 1-7 (2023)
Abstract Amyotrophic Lateral Sclerosis (ALS) is a rapidly progressive neurodegenerative disease. Accurately predicting the survival time for ALS patients can help patients and clinicians to plan for future treatment and care. We describe the applicat
Externí odkaz:
https://doaj.org/article/0fc9b553c1554625bffa9418d4705089
Publikováno v:
Scientific Reports, Vol 12, Iss 1, Pp 1-14 (2022)
Abstract Hospitals in Canada are facing a crisis-level shortage of critical supplies and equipment during the COVID-19 pandemic. This motivates us to create predictive models that can use Canada COVID-19 data and pandemic-related factors to accuratel
Externí odkaz:
https://doaj.org/article/3fc3bd9152cd45b09ac66cef6f282565
Publikováno v:
Scientific Reports, Vol 12, Iss 1, Pp 1-11 (2022)
Abstract Since it emerged in December of 2019, COVID-19 has placed a huge burden on medical care in countries throughout the world, as it led to a huge number of hospitalizations and mortalities. Many medical centers were overloaded, as their intensi
Externí odkaz:
https://doaj.org/article/700a69e27d384b7784049fde9feb0ccb
Autor:
Bo Cao, Yang S. Liu, Alessandro Selvitella, Diego Librenza-Garcia, Ives Cavalcante Passos, Jeffrey Sawalha, Pedro Ballester, Jianshan Chen, Shimiao Dong, Fei Wang, Flavio Kapczinski, Serdar M. Dursun, Xin-Min Li, Russell Greiner, Andrew Greenshaw
Publikováno v:
Scientific Reports, Vol 11, Iss 1, Pp 1-9 (2021)
Abstract The placebo effect across psychiatric disorders is still not well understood. In the present study, we conducted meta-analyses including meta-regression, and machine learning analyses to investigate whether the power of placebo effect depend
Externí odkaz:
https://doaj.org/article/0d4420b3807e42b49b2ffd91d7cc44b7
Autor:
Jeffrey Sawalha, Muhammad Yousefnezhad, Alessandro M. Selvitella, Bo Cao, Andrew J. Greenshaw, Russell Greiner
Publikováno v:
Scientific Reports, Vol 11, Iss 1, Pp 1-17 (2021)
Abstract A prominent cognitive aspect of anxiety is dysregulation of emotional interpretation of facial expressions, associated with neural activity from the amygdala and prefrontal cortex. We report machine learning analysis of fMRI results supporti
Externí odkaz:
https://doaj.org/article/73fe96fcedb94206827d6b1cf5c502b7
Autor:
Pouria Ramazi, Arezoo Haratian, Maryam Meghdadi, Arash Mari Oriyad, Mark A. Lewis, Zeinab Maleki, Roberto Vega, Hao Wang, David S. Wishart, Russell Greiner
Publikováno v:
Scientific Reports, Vol 11, Iss 1, Pp 1-11 (2021)
Abstract The need for improved models that can accurately predict COVID-19 dynamics is vital to managing the pandemic and its consequences. We use machine learning techniques to design an adaptive learner that, based on epidemiological data available
Externí odkaz:
https://doaj.org/article/ac72519b371340d4aede2c0064a6cd98
Autor:
Shi-Ang Qi, Neeraj Kumar, Jian-Yi Xu, Jaykumar Patel, Sambasivarao Damaraju, Grace Shen-Tu, Russell Greiner
Publikováno v:
PLoS ONE, Vol 17, Iss 12, p e0279174 (2022)
We propose a method to predict when a woman will develop breast cancer (BCa) from her lifestyle and health history features. To address this objective, we use data from the Alberta's Tomorrow Project of 18,288 women to train Individual Survival Distr
Externí odkaz:
https://doaj.org/article/45c1fe18e95444a9ae2d2828760f4d97
Publikováno v:
PLoS ONE, Vol 17, Iss 7, p e0252697 (2022)
Many researchers try to understand a biological condition by identifying biomarkers. This is typically done using univariate hypothesis testing over a labeled dataset, declaring a feature to be a biomarker if there is a significant statistical differ
Externí odkaz:
https://doaj.org/article/8266b210aa0b4fb6b89cdf8ac9d010ac
Publikováno v:
PLoS ONE, Vol 16, Iss 4, p e0249182 (2021)
A consumer's "reservation price" (RP) is the highest price that s/he is willing to pay for one unit of a specified product or service. It is an essential concept in many applications, including personalized pricing, auction and negotiation. While con
Externí odkaz:
https://doaj.org/article/a6b3a6faf90f446da991cc7d744a3a22
Autor:
Luke Kumar, Russell Greiner
Publikováno v:
PLoS ONE, Vol 14, Iss 11, p e0224446 (2019)
Cancer is one of the leading cause of death, worldwide. Many believe that genomic data will enable us to better predict the survival time of these patients, which will lead to better, more personalized treatment options and patient care. As standard
Externí odkaz:
https://doaj.org/article/d7fb2d2fa0f044e79e45b19aa8660644