Advancing chest X-ray diagnostics: A novel CycleGAN-based preprocessing approach for enhanced lung disease classification in ChestX-Ray14.

Background And Objective: Chest radiography is a medical imaging technique widely used to diagnose thoracic diseases. However, X-ray images may contain artifacts such as irrelevant objects, medical devices, wires and electrodes that can introduce unnecessary noise, making difficult the distinction of relevant anatomical structures, and hindering accurate diagnoses. We aim in this study to address the issue of these artifacts in order to improve lung diseases classification results.

Use of two general-purpose scales to assess clinical pharmacy activities in a cell transplantation unit.

Introduction: The general-purpose rating scales used by clinical pharmacists to rate their activities have not been extensively studied in specialist care units. This study aims to describe drug-related problems (DRPs) and pharmacist interventions (PIs) in a French hematopoietic cell therapy (HCT) unit and to evaluate the PIs' likely clinical, economic, and organizational impacts.

Methods: We retrospectively assessed all DRPs reported and all PIs issued between December 2018 and December 2021.

Ovarian carcinoma in patients aged ≥80 years: A retrospective multicenter study of management and survival in the FRANCOGYN population.

Introduction: The aims of this study were to describe survival outcomes in patients with ovarian cancer aged ≥80 years and to explore predictors of poor prognosis.

Methods: We collected clinical, demographic, histologic, surgical and follow-up data for patients with ovarian cancer aged ≥80 years from a multicenter French cohort (FRANCOGYN) who underwent surgery from 1999 to 2019. Primary endpoints were overall survival (OS) and disease-free survival (DFS).

Central nervous system manifestations in acute and chronic graft-versus-host disease.

Despite the growing evidence supporting the existence of CNS involvement in acute and chronic graft-versus-host disease (CNS-GvHD), the characteristics and course of the disease are still largely unknown. In this multicenter retrospective study, we analyzed the clinical, biological, radiological, and histopathological characteristics, as well as the clinical course of 66 patients diagnosed with possible CNS-GvHD (pCNS-GvHD), selected by predetermined diagnostic criteria. Results were then contrasted depending on whether pCNS-GvHD occurred before or after day 100 following allogeneic hematopoietic stem cell transplantation.