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A combined model based on clinical, radiomics, and deep transfer learning features for differentiating endometrial hyperplasia with polyps from endometrial cancer

Abstract: This study aimed to develop an ultrasound-based deep learning radiomics nomogram for differentiating endometrial hyperplasia with polyps from endometrial cancer in…

Date: 2026-07-28

Explainable machine learning for predicting lower extremity deep vein thrombosis in traumatic brain injury patients: development of a SHAP-guided Random Forest model

Abstract: Lower extremity deep vein thrombosis (LEDVT) is a common and clinically important complication after traumatic brain injury (TBI). Early identification of patients at…

Date: 2026-07-28

IRF1 mediates airway epithelial innate memory through priming BRD4- EP300 activity

Abstract: Sentinel cells of the airway epithelium are repetitively exposed to RNA virus infections. Here, the production of pathogen-associated molecular patterns (PAMPs)…

Date: 2026-07-28

Path and Bayesian network analyses in the complex design of a well-being survey via New Zealand’s Integrated Data Infrastructure

Abstract: In mental health research involved with sensitive features and privacy issues, using integrated data offers an efficient alternative to traditional approaches such as…

Date: 2026-07-28

Effective pathways for driving self-management among older adults with osteoporosis: a structural equation modeling study based on individual and family self-management theories

Abstract: Based on theories of individual and family self-management, this study examines the key factors associated with the activation of self-management among older adults with…

Date: 2026-07-28

Impact of parental psychological intervention on long-term outcomes following bariatric surgery: a retrospective cohort study

Abstract: The efficacy of bariatric surgery is often compromised by psychosocial factors within the family environment. Clinical observations suggest that parents of patients with…

Date: 2026-07-28

Early wound closure with negative-pressure irrigation-drainage accelerates healing and improves early appearance: a comparative study

Abstract: Delayed wound healing remains a common clinical challenge and is associated with increased infection risk, prolonged hospitalization, and poor scar outcomes. Whether a…

Date: 2026-07-28

Association between differences in ambient light exposure by hospital bed location and depressive symptoms among postpartum women

Abstract: Environmental light is associated with the presence of depressive symptoms in healthy individuals, major depression, and postpartum depression. We hypothesized that…

Date: 2026-07-28

Baseline and dynamic CALLY index changes predict mortality in sepsis-associated acute kidney injury: a two-center retrospective cohort study

Abstract: Sepsis-associated acute kidney injury (SA-AKI) is associated with high mortality rates, yet prognostic biomarkers that jointly reflect nutritional, inflammatory and…

Date: 2026-07-28

Patient satisfaction with postoperative analgesia after hepatobiliary and pancreatic surgery: a retrospective analysis

Abstract: Patient satisfaction is a key metric for evaluating healthcare quality. Patients undergoing hepatobiliary and pancreatic surgery frequently experience severe…

Date: 2026-07-28