Data Sheet 1_Development of a novel artificial intelligence algorithm for interpreting fetal heart rate and uterine activity data in cardiotocography.docx حسب Rohit Pardasani (22253656)

"…This study demonstrated the development and training of a novel AI algorithm that analyzes and interprets certain clinical events and parameters calculated during labor to assist with clinical decisions.…"

Phases of proposed algorithm. حسب Muhammad Abdullah (3357692)

الموضوعات:

Confusion Matrix for the Hybrid algorithms. حسب Faten Al-hussein (20707521)

"…Medical records from 3,000 King Abdulaziz University Hospital patients containing demographic, lifestyle, and lipid profile data were used to develop the models. For the first time, we utilized recommended machine learning algorithms to develop hybrid prediction models to reduce the number of significant KPIs while enhancing HbA1c prediction accuracy. …"

Evaluation of model aggregation algorithms. حسب JiaMing Wang (334865)

"…To address these challenges, this paper proposes a federated learning-based intrusion detection algorithm (NIDS-FGPA) that utilizes gradient similarity model aggregation. …"

Comparison of homomorphic encryption algorithms. حسب JiaMing Wang (334865)

"…To address these challenges, this paper proposes a federated learning-based intrusion detection algorithm (NIDS-FGPA) that utilizes gradient similarity model aggregation. …"

Federated averaging algorithm pseudocode. حسب Hadi Mohammadian KhalafAnsar (22783784)

Algorithms runtime comparison. حسب Meilin Zhu (688698)

"…Firstly, from the perspective of data-driven, it crawls the historical data of driving speed through Baidu map big data platform, and uses a BP neural network optimized by genetic algorithm to predict the driving speed of vehicles in different periods. …"

Data Sheet 1_Developing decision support algorithm for hypertension medications for use in a digital therapeutic system.pdf حسب Jeannie K. Lee (9026981)

"…We developed and implemented a decision support algorithm for missed hypertension medications in a digital therapeutic system designed to facilitate self-management of hypertension medications and blood pressure among older adults.…"

Data Sheet 2_Developing decision support algorithm for hypertension medications for use in a digital therapeutic system.pdf حسب Jeannie K. Lee (9026981)

"…We developed and implemented a decision support algorithm for missed hypertension medications in a digital therapeutic system designed to facilitate self-management of hypertension medications and blood pressure among older adults.…"

Algorithm deployment platform build. حسب Jie Wang (16762)

Solution results of different algorithms. حسب Meilin Zhu (688698)

"…Firstly, from the perspective of data-driven, it crawls the historical data of driving speed through Baidu map big data platform, and uses a BP neural network optimized by genetic algorithm to predict the driving speed of vehicles in different periods. …"

Machine learning prediction algorithm flow chart. حسب Ahmad M. Al-Omari (20460931)

Comparison of algorithm performance aesults. حسب Chunjuan Li (7890182)

"…The training of the knowledge graph embedding model is similar to that of many models, which requires a large amount of data for learning to achieve the purpose of model development. …"

Advancing Continuous Glucose Monitoring (CGM) for Inpatient Clinical Decision Support: Individual Algorithmic Mean Absolute Relative Difference (MARD) حسب Jill von Conta (22379489)

"…</p><p dir="ltr">Research Design and Methods: To meet the specific demands of in-hospital care, CGM accuracy was retrospectively evaluated in 226 patients using paired CGM and point-of-care (POC) glucose measurements, assessed via Mean Absolute Relative Difference (MARD), Clarke Error Grid (CEG) analysis and the FDA agreement rule. A dynamic, patient-specific algorithm incorporating time lag correction and linear modeling was developed to minimize MARD and applied in a second cohort of 24 patients within the clinical workflow. …"

Acc epoch loss curve of IPCA algorithm. حسب Lu Lin (201289)

Training process of HFKG-RFE algorithm. حسب Chunjuan Li (7890182)

"…The training of the knowledge graph embedding model is similar to that of many models, which requires a large amount of data for learning to achieve the purpose of model development. …"

Study area and conceptual diagram of algorithm implementation in one community health worker catchment. حسب Mauricianot Randriamihaja (9091488)

الموضوعات:

Pseudocodes of the ABC algorithm. حسب Shuhui Yu (1535500)

"…<div><p>With the development of digital health, enhancing decision-making effectiveness has become a critical task. …"

Flowchart of the RIR algorithm. حسب Jiamin Hu (8972420)

"…<div><p>Distributed denial of service (DDoS) is a type of cyberattack in which multiple compromised systems flood the bandwidth or resources of a single system, making the flooded system inaccessible to legitimate users. …"

Parameters of ML algorithms. حسب Md. Maeen Molla (20827041)