Who is at risk for tPA/DNase treatment failure in empyema?-protocol to identify key predictors for early surgical intervention from a retrospective study.

Background: Empyema, characterized by the accumulation of pus in the pleural cavity, poses significant treatment challenges. While intrapleural tissue plasminogen activator (tPA) and deoxyribonuclease (DNase) therapy is effective for many patients, a substantial proportion require surgical intervention, such as video-assisted thoracoscopic surgery (VATS), following treatment failure. Identifying tPA/DNase treatment failure-associated predictors is crucial for optimizing patient management and improving outcomes.

Towards an ontology of mental health: Protocol for developing an ontology to structure and integrate evidence regarding anxiety, depression and psychosis.

Background: Research about anxiety, depression and psychosis and their treatments is often reported using inconsistent language, and different aspects of the overall research may be conducted in separate silos. This leads to challenges in evidence synthesis and slows down the development of more effective interventions to prevent and treat these conditions. To address these challenges, the Global Alliance for Living Evidence on aNxiety, depressiOn and pSychosis (GALENOS) Project is conducting a series of living systematic reviews about anxiety, depression and psychosis.

Evaluating Text-to-Image Generated Photorealistic Images of Human Anatomy.

Background: Generative artificial intelligence (AI) models that can produce photorealistic images from text descriptions have many applications in medicine, including medical education and the generation of synthetic data. However, it can be challenging to evaluate their heterogeneous outputs and to compare between different models. There is a need for a systematic approach enabling image and model comparisons.

Pulse-by-pulse transient thermal deformation in crystal optics under high-repetition-rate FEL.

Time-domain modeling of the thermal deformation of crystal optics can help define acceptable operational ranges across the pulse-energy repetition-rate phase space. In this paper, we have studied the transient thermal deformation of a water-cooled diamond crystal for a cavity-based X-ray free-electron laser (CBXFEL), either an X-ray free-electron laser oscillator (XFELO) or a regenerative amplifier X-ray free-electron laser (RAFEL), by numerical simulations including finite-element analysis and advanced data processing. Pulse-by-pulse transient thermal deformation of a 50 µm-thick diamond crystal has been performed with X-ray pulse repetition rates between 50 kHz and 1 MHz.