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Improvements in Glycemic Control With a Digital Diabetes Logbook: Secondary Analysis of a Randomized Controlled Trial Enriched by Observational, Real-World Data

Improvements in Glycemic Control With a Digital Diabetes Logbook: Secondary Analysis of a Randomized Controlled Trial Enriched by Observational, Real-World Data

Reduction in mean blood glucose (BG) levels before and during 3 months of app use (A) in the total sample, (B) in people with diabetes mellitus type 1 (DMT1) and diabetes mellitus type 2 (DMT2), and stratified by baseline estimated glycated hemoglobin (e Hb A1c) in (C) DMT1 and (D) DMT2.

Dominic Ehrmann, Bernhard Ruch, Michael Mitter, Johanna Kober, Norbert Hermanns, Vanessa Schäfer, Bernhard Kulzer, Stephan Silbermann

J Med Internet Res 2025;27:e68933

ChatGPT-4–Driven Liver Ultrasound Radiomics Analysis: Diagnostic Value and Drawbacks in a Comparative Study

ChatGPT-4–Driven Liver Ultrasound Radiomics Analysis: Diagnostic Value and Drawbacks in a Comparative Study

The model was configured with L2 regularization, and the regularization strength parameter (C) was optimized through grid search over a predefined range [36,37]. The liblinear solver was used for its suitability with small datasets, and the maximum number of iterations was set to 1000 to ensure model convergence.

Laith R Sultan, Shyam Sunder B Venkatakrishna, Sudha A Anupindi, Savvas Andronikou, Michael R Acord, Hansel J Otero, Kassa Darge, Chandra M Sehgal, John H Holmes

JMIR AI 2025;4:e68144

Validation and Comparison of Pediatric Appendicitis Scores and Management Strategies (Project SPASMS): Protocol for a Prospective Multicenter Observational Study

Validation and Comparison of Pediatric Appendicitis Scores and Management Strategies (Project SPASMS): Protocol for a Prospective Multicenter Observational Study

To describe the epidemiology and management of pediatric appendicitis, illustrating: (A) The burden of disease in patients presenting with acute abdominal pain with the suspicion of appendicitis; (B) The incidence and type of surgical procedures undertaken in the management of appendicitis in ANZ (laparoscopic appendectomy, open appendectomy, nonsurgical management with intravenous antibiotics, and delayed appendectomy); (C) The imaging procedures undertaken in patients assessed for possible appendicitis, and

Wei Hao Lee, Sharon O'Brien, Elizabeth J Mckinnon, Simon Craig, Stuart Dalziel, Michael Collin, Natalie Phillips, Franz E Babl, Sarah Julia Davidson, Shane George, Shefali Jani, Doris Tham, Viet Tran, Meredith L Borland

JMIR Res Protoc 2025;14:e67941