Zhuming Bi
Biographic Data
| ID | 6628035 |
|---|---|
| NAME | Zhuming Bi |
| GIVEN NAMES | Zhuming |
| FAMILY NAME | Bi |
| SIGNATURE | BI Z |
| AFFILIATIONS | Indiana University – Purdue University Fort Wayne |
| ORCID | 0000-0002-8145-7883 |
| VERIFIED | Yes |
| TOTAL WORKS | 4 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 4 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2016 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Use of machine learning models to predict mortality in dialysis patients
Background: Mortality among maintenance hemodialysis patients remains high, and traditional statistical models often fail to capture complex clinical relationships. This study aimed to systematically develop, compare, and validate 19 machine learning algorithms for predicting all-cause mortality in maintenance hemodialysis patients. Methods: This retrospective study included data from 538 maintenance hemodialysis patients (2018.1-2023.12), with 7…
Specification Patterns of Service-Based Applications Using Blockchain Technology
With the fast development of information technologies, traditional value-added chain business models are shifting to service-based applications (SBAs) to cope with ever-changing user behaviors and the modern social system. An SBA allows an organization to utilize external and distributed resources to achieve its business goals, especially when the Internet of Thing (IoT) will soon become mainstream. However, the development of SBAs is at its earl…
IoT-based system for communication and coordination of football robot team
Purpose The purpose of this paper is to develop an information system which is based on the Internet of things (IoT) and used to support the communication and coordination in a cooperative robot team. Design/methodology/approach The architecture of the IoT applications for decision-making activities in a complex system is elaborated, the focus lies on the effective implementation of system interactions at the device-level. A case study is provide…
A visualization platform for internet of things in manufacturing applications
Purpose – The purpose of this paper is to present a visualization platform to control and monitor wireless sensor networks (WSNs) in manufacturing applications. Design/methodology/approach – To make the platform flexible and versatile, a modular framework is adopted in modeling and visualizing WSNs. The Eclipse programming environment is used to maximize the scalability and adaptability of the platform. A set of the core functional modules have b…
No prominent works on this page.
A visualization platform for internet of things in manufacturing applications
Purpose – The purpose of this paper is to present a visualization platform to control and monitor wireless sensor networks (WSNs) in manufacturing applications. Design/methodology/approach – To make the platform flexible and versatile, a modular framework is adopted in modeling and visualizing WSNs. The Eclipse programming environment is used to maximize the scalability and adaptability of the platform. A set of the core functional modules have b…
IoT-based system for communication and coordination of football robot team
Purpose The purpose of this paper is to develop an information system which is based on the Internet of things (IoT) and used to support the communication and coordination in a cooperative robot team. Design/methodology/approach The architecture of the IoT applications for decision-making activities in a complex system is elaborated, the focus lies on the effective implementation of system interactions at the device-level. A case study is provide…
Specification Patterns of Service-Based Applications Using Blockchain Technology
With the fast development of information technologies, traditional value-added chain business models are shifting to service-based applications (SBAs) to cope with ever-changing user behaviors and the modern social system. An SBA allows an organization to utilize external and distributed resources to achieve its business goals, especially when the Internet of Thing (IoT) will soon become mainstream. However, the development of SBAs is at its earl…
Use of machine learning models to predict mortality in dialysis patients
Background: Mortality among maintenance hemodialysis patients remains high, and traditional statistical models often fail to capture complex clinical relationships. This study aimed to systematically develop, compare, and validate 19 machine learning algorithms for predicting all-cause mortality in maintenance hemodialysis patients. Methods: This retrospective study included data from 538 maintenance hemodialysis patients (2018.1-2023.12), with 7…
Computer Science (3 works) · Engineering (2 works) · Software engineering (2 works) · Advanced Software Engineering Methodologies (1 work) · Artificial Intelligence (1 work) · Artificial Intelligence in Healthcare (1 work) · Blockchain Technology Applications and Security (1 work) · Business (1 work) · Business Process Modeling and Analysis (1 work) · Clinical trial (1 work)