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Evaluation of a Machine Learning Model Based on Laboratory Parameters for the Prediction of Influenza A and B in Chongqing, China: Multicenter Model Development and Validation Study

Evaluation of a Machine Learning Model Based on Laboratory Parameters for the Prediction of Influenza A and B in Chongqing, China: Multicenter Model Development and Validation Study

This quality control process yielded 24 clinically relevant variables for subsequent analysis: age (years) along with cellular blood components including white blood cell count (109/L), red blood cell count (1012 /L), hemoglobin (g/L), hematocrit (%), mean corpuscular volume (f L), mean corpuscular hemoglobin (pg), mean corpuscular hemoglobin concentration (g/L), platelet count (109/L), platelet distribution width (%), mean platelet volume (f L), plateletcrit (%), neutrophil ratio (%), lymphocyte ratio (LYMPH%

Weiwei Hu, Yulong Liu, Jian Dong, Xuelian Peng, Chunyan Yang, Honglin Wang, Yong Chen, Shan Shi, Jin Li

J Med Internet Res 2025;27:e67847

Evaluating the Acceptability and Utility of a Personalized Wellness App (Aspire2B) Using AI-Enabled Digital Biomarkers: Engagement Enhancement Pilot Study

Evaluating the Acceptability and Utility of a Personalized Wellness App (Aspire2B) Using AI-Enabled Digital Biomarkers: Engagement Enhancement Pilot Study

There appeared to be greater improvements in wellness scores for older participants (P Participants who used Aspire2 B were 20‐65 years old (with 36‐45 y being the largest group), predominantly White females with a bachelor’s degree or higher. Most participants found Aspire2 B credible and were interested in using the app for health insights. Furthermore, the majority of participants completed the onboarding process, including the face scan.

Calissa J Leslie-Miller, Shellen R Goltz, Pamela L Barrios, Christopher C Cushing, Teena Badshah, Corey T Ungaro, Shankang Qu, Yulia Berezhnaya, Tristin D Brisbois

JMIR Form Res 2025;9:e63471

Combination of Electroacupuncture and Medication for Patients With Tinnitus Associated With Idiopathic Sudden Sensorineural Hearing Loss: Protocol for a Prospective Randomized Controlled Trial

Combination of Electroacupuncture and Medication for Patients With Tinnitus Associated With Idiopathic Sudden Sensorineural Hearing Loss: Protocol for a Prospective Randomized Controlled Trial

Standard treatment regimen for the control group. a Before the administration of batroxobin, blood tests are required to confirm fibrinogen levels (>1.5 g/L) and normal coagulation parameters (eg, prothrombin time or activated partial thromboplastin time). Fibrinogen and coagulation function are monitored 24 hours after the first dose and periodically thereafter.

Tuoran Wang, Lingyu Qi, Xinping Hao, Miao Zhang, Shihao Du, Biao Chen, Chang Liu, Jing Chen, Xinyue Zou, Ping Liu, Jin Huo

JMIR Res Protoc 2025;14:e69163