Zobrazeno 1 - 10
of 21
pro vyhledávání: '"Rittika Shamsuddin"'
Autor:
Nitun Kumar Podder, Humayan Kabir Rana, Arpa Kar Puza, Md Imam Hasan, Shudeb Babu Sen Omit, Pintu Chandra Shill, Md Abdur Rahim, Rittika Shamsuddin, Bidhan Chandra Podder, Md Habibur Rahman
Publikováno v:
Informatics in Medicine Unlocked, Vol 47, Iss , Pp 101505- (2024)
Glioblastoma, also known as grade IV astrocytoma, is an aggressive and quickly developing brain tumor whose median survival period is believed to be between 12 and 18 months. Patients with glioblastoma are at high risk of developing comorbidities lik
Externí odkaz:
https://doaj.org/article/7405162598854083adfb2042cb618666
Publikováno v:
Scientific Reports, Vol 13, Iss 1, Pp 1-17 (2023)
Abstract The purpose of this study is to identify additional clinical features for sepsis detection through the use of a novel mechanism for interpreting black-box machine learning models trained and to provide a suitable evaluation for the mechanism
Externí odkaz:
https://doaj.org/article/4f6c94787f8c4fb58d99ed9a4d6f9722
Publikováno v:
Mathematical and Computational Applications, Vol 29, Iss 2, p 21 (2024)
Risk and uncertainty play a vital role in almost every significant economic decision, and an individual’s propensity to make riskier decisions also depends on various circumstances. This article aims to investigate the effects of social and economi
Externí odkaz:
https://doaj.org/article/60f19f054d104bbfaba4624ffe10445c
Autor:
Md. Mazharul Islam, Rittika Shamsuddin
Publikováno v:
Array, Vol 12, Iss , Pp 100090- (2021)
The purpose of this paper is to investigate the use of machine learning models to develop a diagnostic system for hypertension patients so that people can modify their daily lifestyle to manage their condition. We propose this system by adopting the
Externí odkaz:
https://doaj.org/article/9fe82ae549174fce989f69ad6c25e488
Publikováno v:
Healthcare, Vol 9, Iss 11, p 1596 (2021)
Substance abuse or drug dependence is a prevalent phenomenon, and is on the rise in United States. Important contributing factors for the prevalence are the addictive nature of certain medicinal/prescriptive drugs, individual dispositions (biological
Externí odkaz:
https://doaj.org/article/3298dbe2ff1c4457afc54eb5c02fc9f1
Purpose: The purpose of this study is to identify additional clinical features for sepsis detection through the use of a novel mechanism for interpreting black-box machine learning models trained and to provide a suitable evaluation for the mechanism
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ccf4e97f395c67e19d1dc715999c8684
https://doi.org/10.21203/rs.3.rs-1991366/v1
https://doi.org/10.21203/rs.3.rs-1991366/v1
Autor:
Avinash Gupta, J. Cecil, Miguel Pirela-Cruz, Rittika Shamsuddin, Shelia Kennison, Christopher Crick
Publikováno v:
2022 IEEE International Systems Conference (SysCon).
Publikováno v:
IEEE Transactions on Instrumentation and Measurement. 70:1-15
Data scarcity and class imbalance are common occurrences in healthcare datasets and have an adverse effect on classification performance of machine learning models. Artificial data generation in various applications can be used to handle these challe
Publikováno v:
Healthcare, Vol 9, Iss 1596, p 1596 (2021)
Healthcare
Volume 9
Issue 11
Healthcare
Volume 9
Issue 11
Substance abuse or drug dependence is a prevalent phenomenon, and is on the rise in United States. Important contributing factors for the prevalence are the addictive nature of certain medicinal/prescriptive drugs, individual dispositions (biological