Open-source Large Language Models can Generate Labels from Radiology Reports for Training Convolutional Neural Networks.

Rationale And Objectives: Training Convolutional Neural Networks (CNN) requires large datasets with labeled data, which can be very labor-intensive to prepare. Radiology reports contain a lot of potentially useful information for such tasks. However, they are often unstructured and cannot be directly used for training.

[Clinical analysis of oral mucositis after secondary allogeneic hematopoietic stem cell transplantation in patients with hematological diseases].

This study aimed to investigate the clinical characteristics of oral mucositis (OM) in patients with hematological diseases who received secondary allogeneic hematopoietic stem cell transplantation (allo-HSCT) . This study retrospectively analyzed data on 58 patients with hematological diseases who underwent secondary allo-HSCT at the Peking University People's Hospital from January 2018 to December 2023. The control group included 116 randomized patients after primary allo-HSCT during this period (1:2 ratio) with matched gender, age, and diagnosis.

SIRT6 regulates the HIPK2/P53 pathway to reduce oxidative stress and apoptosis to attenuate vancomycin-induced nephrotoxicity.

SIRT6 is known to play a protective role in several kidney diseases; however, its role in vancomycin-induced renal injury remains unclear. This study aims to confirm the role and related mechanisms of SIRT6 in vancomycin-induced renal injury. To develop a kidney damage model, mice were given vancomycin injections for seven days.

Modular cascade with engineered HpaB for efficient synthesis of hydroxytyrosol.

Hydroxytyrosol, a naturally occurring chemical with antioxidant and antiviral properties, is widely used in the nutrition, pharmaceutical, and cosmetic industries. In the present study, a modularized cascade composed of Modules 1 and 2 was designed and implemented to convert l-tyrosine to hydroxytyrosol. Module 1 was a four-enzymatic cascade for converting l-tyrosine to tyrosol.

Autotrophic ammonium nitrogen removal process mediated by manganese oxides: Bioreactors performance optimization and potential mechanisms.

Manganese(IV) (Mn(IV)) reduction coupled with ammonium (NH-N) oxidation (Mnammox) has been found to play a significant role in the nitrogen (N) cycle within natural ecosystems. However, research and application of the autotrophic NH-N removal process mediated by manganese oxides (MnOx) in wastewater treatment are currently limited. This study established autotrophic NH-N removal sludge reactors mediated by various MnOx types, including δ-MnO (δ-MSR), β-MnO (β-MSR), α-MnO (α-MSR), and natural Mn ore (MOSR), investigating their NH-N removal performances and mechanisms under different initial N loading and pH conditions.