Artificial Intelligence in Urooncology: What We Have and What We Expect.

INTRODUCTION: Artificial intelligence is transforming healthcare by driving innovation, automation, and optimization across various fields of medicine. The aim of this study was to determine whether artificial intelligence (AI) techniques can be used in the diagnosis, treatment planning, and monitoring of urological cancers. METHODOLOGY: We conducted a thorough search for original and review articles published until 31 May 2022 in the PUBMED/Scopus database. Our search included several terms related to AI and urooncology. Articles were selected with the consensus of all authors. RESULTS: Several types of AI can be used in the medical field. The most common forms of AI are machine learning (ML), deep learning (DL), neural networks (NNs), natural language processing (NLP) systems, and computer vision. AI can improve various domains related to the management of urologic cancers, such as imaging, grading, and nodal staging. AI can also help identify appropriate diagnoses, treatment options, and even biomarkers. In the majority of these instances, AI is as accurate as or sometimes even superior to medical doctors. CONCLUSIONS: AI techniques have the potential to revolutionize the diagnosis, treatment, and monitoring of urologic cancers. The use of AI in urooncology care is expected to increase in the future, leading to improved patient outcomes and better overall management of these tumors.

A study to evaluate the prevalence and determinants of stress coping strategies in heart failure patients in Poland (CAPS-LOCK-HF sub-study).

BACKGROUND AND AIM: We aimed to evaluate the prevalence and determinants of different stress coping strategies in Polish patients suffering from heart failure with reduced ejection fraction (HFREF). METHODS: This manuscript is a sub-study of the CAPS-LOCK-HF multicentre psychological status assessment of patients with HFREF. Patients with > six-month history of HFREF and clinical stability for ≥ three months and left ventricular ejection fraction (LVEF) < 45% were enrolled in the study. Demographic and clinical variables were obtained from medical records, while a standardised Coping Inventory for Stressful Situations (CISS) was applied to all subjects. RESULTS: The study comprised 758 patients (599 men; 79%) with a median age of 64 years (IQR 58-71). Median LVEF was 33% (25-40). Subjects most commonly used task-oriented coping strategies (median CISS score 55 points; IQR 49-61), followed by avoidance (45 points; 39-50) and emotion-oriented coping strategies (41 points; 34-48). Distraction-based avoidance coping strategies (20 points; 16-23) were more pronounced than social diversion strategies (16 points; 14-19). Multiple regression analysis showed that higher New York Heart Association (NYHA) class and lower systolic blood pressure were independent predictors of task-oriented style. Emotion-oriented coping was more common among females and higher NYHA classes, and in patients who did not take angiotensin-converting enzyme inhibitors. Patients who used avoidance-oriented strategies were more frequently those in sinus rhythm on assessment and those who had less history of neoplastic disease. CONCLUSIONS: Patients with HFREF most commonly use favourable task-oriented coping strategies. However, female patients and those with higher NYHA classes tend to use potentially detrimental emotion-oriented coping strategies.

[Transplantation of amniotic membrane for patients with bullous keratopathy and chemical and thermal burns]. / Zastosowanie blony owodniowej w keratopatii pecherzowej oraz oparzeniach chemicznych i termicznych rogówki i spojówki.

The aim of this paper is, to evaluate the efficacy of amniotic membrane transplantation for ocular surface reconstruction in patients with bullous keratopathy and chemical and thermal burns of cornea and conjunctiva. Amniotic membrane is a thin, semitransparent tissue forming an innermost layer of the fetal membrane, which contains a thick basement membrane with a single layer of epithelium and avascular matrix. This transplantation promotes normal conjunctival epithelization while suppressing fibrosis formation. Amniotic membrane transplant may be considered as an alternative method for treating ocular surface reconstruction in patients with thermal and chemical burns. Authors suggest that this method of treatment is not efficient in patients with bullous keratopathy.