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GradeDiff-IM: An Ensembles Model-based Grade Classification of Breast Cancer.
Biomed Phys Eng Express
January 2025
School of Engineering and Computing, University of the West of Scotland, University of the West of Scotland - Paisley Campus, Paisley PA1 2BE, UK, City, Paisley, PA1 2BE, UNITED KINGDOM OF GREAT BRITAIN AND NORTHERN IRELAND.
Cancer grade classification is a challenging task identified from the cell structure of healthy and abnormal tissues. The partitioner learns about the malignant cell through the grading and plans the treatment strategy accordingly. A major portion of researchers used DL models for grade classification.
View Article and Find Full Text PDFNurse Leader Perspectives on Precepting in a Graduate Nursing Administration Practicum.
J Nurs Adm
December 2024
Author Affiliations: Assistant Professor (Dr Hickman), Assistant Professor (Dr Petri), and Coordinator (Connors), University of Maryland School of Nursing, Baltimore.
Objective: To describe practicum experiences as perceived by nurse leader preceptors of graduate students in a nursing administration practicum.
Background: Practicum experiences in graduate nursing administration programs provide students with exposure to the real-life experiences of nurse leaders, bridging the gap between academic knowledge gained and the application of that information to the workplace. The literature lacks best practices for graduate nursing administration practicum experiences.
A Preliminary Qualitative Exploration of the Lived Experiences of Presenteeism Among Taiwanese Nursing Staff.
J Nurs Adm
December 2024
Authors Affiliations: PhD Candidate (Hung) and Professor (Dr Jeng), School of Nursing, Taipei Medical University; Head Nurse (Hung) and Director (Dr Ming), Department of Nursing, Taipei Veterans General Hospital; Adjunct Assistant Professor (Dr Ming), School of Nursing, College of Nursing, National Yang Ming Chiao Tung University, Taipei City; and Professor (Dr Tsao), Nursing Department and Graduate School, National Taipei University of Nursing and Health Sciences, Taiwan.
Objective: The aim of this study was to explore the lived experiences of presenteeism among Taiwanese nursing staffs.
Background: Presenteeism is a subjective and multifaceted experience, but nurses have rarely been invited to provide their own views of presenteeism.
Methods: A qualitative study based on content analysis was conducted.
Psychological Distress as a Mediator Between Work-Family Conflict and Nurse Managers' Professional and Organizational Turnover Intentions.
J Nurs Adm
December 2024
Author Affiliation: Assistant Professor, School of Nursing and Healthcare Leadership, University of Washington, Tacoma.
Objective: This study aimed to investigate the mediating role of psychological distress in the relationship between work-family conflict and nurse managers' (NMs') professional and organizational turnover intentions.
Background: Work-family conflict is prevalent among NMs. It can have a significant impact on their intent to leave their organization and the profession.
Learning the language of antibody hypervariability.
Proc Natl Acad Sci U S A
January 2025
Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA 02139.
Protein language models (PLMs) have demonstrated impressive success in modeling proteins. However, general-purpose "foundational" PLMs have limited performance in modeling antibodies due to the latter's hypervariable regions, which do not conform to the evolutionary conservation principles that such models rely on. In this study, we propose a transfer learning framework called Antibody Mutagenesis-Augmented Processing (AbMAP), which fine-tunes foundational models for antibody-sequence inputs by supervising on antibody structure and binding specificity examples.
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