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AiGPro: a multi-tasks model for profiling of GPCRs for agonist and antagonist.

J Cheminform

January 2025

School of Systems Biomedical Science, Soongsil University, 369 Sangdo-ro, Dongjak-gu, 06978, Seoul, Republic of Korea.

G protein-coupled receptors (GPCRs) play vital roles in various physiological processes, making them attractive drug discovery targets. Meanwhile, deep learning techniques have revolutionized drug discovery by facilitating efficient tools for expediting the identification and optimization of ligands. However, existing models for the GPCRs often focus on single-target or a small subset of GPCRs or employ binary classification, constraining their applicability for high throughput virtual screening.

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Learning by making - student-made models and creative projects for medical education: systematic review with qualitative synthesis.

BMC Med Educ

January 2025

Department of Anatomy, Clinical Sciences Building, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, 308323, Singapore.

Study Objective: Student-centered learning and unconventional teaching modalities are gaining popularity in medical education. One notable approach involves engaging students in producing creative projects to complement the learning of preclinical topics. A systematic review was conducted to characterize the impact of creative project-based learning on metacognition and knowledge gains in medical students.

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Objective: Chronic cough poses diagnostic and treatment challenges due to its often multifactorial nature. Chronic cough associated with laryngeal hypersensitivity is linked to sensory neuropathy of the superior laryngeal nerve and can be complex to manage. Superior laryngeal nerve (SLN) blocks are increasingly being utilized by laryngologists to treat refractory chronic cough with the intent of reducing inflammation and nerve hypersensitivity.

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Global prevalence of fatigue in patients with chronic obstructive pulmonary disease: a systematic review and meta-analysis.

Respir Med

January 2025

West China School of Public Health and West China Fourth Hospital, West China Nursing School, Sichuan University, Chengdu 610041, China. Electronic address:

Background: Fatigue is a common symptom in patients with chronic obstructive pulmonary disease (COPD). Published studies of fatigue among patients with COPD have presented diverse findings that may reflect variations in research methods as well as actual population differences.

Objective: To estimate the worldwide prevalence of fatigue in patients with COPD and its associated epidemiological characteristics.

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Background: Nurses play a pivotal role in the provision of health care for children across Africa. With limited pediatric nursing content in undergraduate nursing programs and few available pediatric postgraduate nursing programs, there is a need for additional continuing professional development opportunities to prepare nurses with the knowledge, skills, and confidence needed to care for children.

Method: To address this need, and mindful of the unique profile of potential participants, the Children's Nursing Development Unit at the University of Cape Town developed a suite of asynchronous short online courses.

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