Leveraging Big Data Analytics for Enhanced Clinical Decision-Making in Healthcare
Recently, the rate of data generation has reached unprecedented levels, leading to a huge
amount of data volume. In addition, modern-day computing systems generate data in …
amount of data volume. In addition, modern-day computing systems generate data in …
Systems that evaluate international equivalency in health-related professions: a scoping review with a focus on Canada
M Lafave, Y Amannejad, U Mammadova… - Human Resources for …, 2023 - Springer
Health workforce planning has become a significant global problem considering there are
estimates of an 18 million healthcare provider shortfall by 2030. There are two mechanisms …
estimates of an 18 million healthcare provider shortfall by 2030. There are two mechanisms …
Mining campus big data: Prediction of career choice using interpretable machine learning method
The issue of students' career choice is the common concern of students themselves, parents,
and educators. However, students' behavioral data have not been thoroughly studied for …
and educators. However, students' behavioral data have not been thoroughly studied for …
Explainable boosting machines for network intrusion detection with features reduction
Abstract Explainable Artificial Intelligence (XAI) can help in building trust in Artificial
Intelligence (AI) models. XAI also helps in the development process of these models …
Intelligence (AI) models. XAI also helps in the development process of these models …
Modeling and analytics of multi-factor disease evolutionary process by fusing petri nets and machine learning methods
W Yu, X Wang, X Fang, X Zhai - Applied Soft Computing, 2023 - Elsevier
Recent years, informatization methods have been gradually applied to medical treatment, in
which machine learning and evolutionary computation play an important role. However, the …
which machine learning and evolutionary computation play an important role. However, the …
Improvement of accuracy of under-performing classifier in decision making using discrete memoryless channel model and Particle Swarm Optimization
In-spite of availability of wide range of algorithms for constructing multi-class classifier, there
are applications like Decision support system, Game prediction in the sports, where the multi …
are applications like Decision support system, Game prediction in the sports, where the multi …
Evaluating collaborative rationality-based decisions: a literature review
Decision making has evolved throughout the years, nowadays harnessing massive amounts
and types of data through the unprecedented capabilities of data science, analytics …
and types of data through the unprecedented capabilities of data science, analytics …
Guaranteeing Correctness in Black-Box Machine Learning: A Fusion of Explainable AI and Formal Methods for Healthcare Decision-Making
N Khan, M Nauman, AS Almadhor, N Akhtar… - IEEE …, 2024 - ieeexplore.ieee.org
In recent years, Explainable Artificial Intelligence (XAI) has attracted considerable attention
from the research community, primarily focusing on elucidating the opaque decision-making …
from the research community, primarily focusing on elucidating the opaque decision-making …
Modeling and analyzing of breast tumor deterioration process with petri nets and logistic regression
X Wang, W Yu, Z Ding, X Zhai… - … System Modeling and …, 2022 - ieeexplore.ieee.org
It is important to understand the process of cancer cell metastasis and some cancer
characteristics that increase disease risk. Because the occurrence of the disease is caused …
characteristics that increase disease risk. Because the occurrence of the disease is caused …
Ethical Imperatives and Challenges: Review of the Use of Machine Learning for Predictive Analytics in Higher Education
The escalating integration of machine learning (ML) in higher education necessitates a
critical examination of its ethical implications. This article conducts a comprehensive review …
critical examination of its ethical implications. This article conducts a comprehensive review …