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The Precision Medicine Initiative states that treatments for a patient should take into account not only the patient's disease, but his/her specific genetic variation as well. The vast biomedical literature holds the potential for…

Information Retrieval · Computer Science 2019-04-22 Jiaming Qu , Yue Wang

Multimodal machine learning integrating histopathology and molecular data shows promise for cancer prognostication. We systematically reviewed studies combining whole slide images (WSIs) and high-throughput omics to predict overall…

Quantitative Methods · Quantitative Biology 2025-07-30 Charlotte Jennings , Andrew Broad , Lucy Godson , Emily Clarke , David Westhead , Darren Treanor

Knowledge about software used in scientific investigations is important for several reasons, for instance, to enable an understanding of provenance and methods involved in data handling. However, software is usually not formally cited, but…

Information Retrieval · Computer Science 2021-08-23 David Schindler , Felix Bensmann , Stefan Dietze , Frank Krüger

Misconduct accounts for the majority of retracted scientific publications and this database reveals the disturbing trend in science~\citep{fang2012misconduct, brainard2018massive}. The objective of the study is to find the association among…

Digital Libraries · Computer Science 2020-11-30 Kiran Sharma

Acknowledgments in scientific papers may give an insight into aspects of the scientific community, such as reward systems, collaboration patterns, and hidden research trends. The aim of the paper is to evaluate the performance of different…

Computation and Language · Computer Science 2022-06-23 Nina Smirnova , Philipp Mayr

Academic institutions, federal agencies, publishers, editors, authors, and librarians increasingly rely on citation analysis for making hiring, promotion, tenure, funding, and/or reviewer and journal evaluation and selection decisions. The…

Digital Libraries · Computer Science 2007-05-23 Lokman I. Meho , Kiduk Yang

In this study, the academic status of users of scientific publications in Mendeley is explored in order to analyse the usage pattern of Mendeley users in terms of subject fields, citation and readership impact. The main focus of this study…

Digital Libraries · Computer Science 2015-07-09 Zohreh Zahedi , Rodrigo Costas , Paul Wouters

In this paper we present a first large-scale analysis of the relationship between Mendeley readership and citation counts with particular documents bibliographic characteristics. A data set of 1.3 million publications from different fields…

Digital Libraries · Computer Science 2017-12-27 Zohreh Zahedi , Stefanie Haustein

Purpose: The aim of this study is to analyze the disciplinary coverage of the Thomson Reuters' Book Citation Index database focusing on publisher presence, impact and specialization. Design/Methodology/approach: We conduct a descriptive…

Digital Libraries · Computer Science 2013-12-11 Daniel Torres-Salinas , Nicolás Robinson-García , J. M. Campanario , Emilio Delgado López-Cózar

Context: The retraction of research papers, for whatever reason, is a growing phenomenon. However, although retracted paper information is publicly available via publishers, it is somewhat distributed and inconsistent. Objective: The aim is…

Digital Libraries · Computer Science 2023-07-19 Martin Shepperd , Leila Yousefi

Bibliometric analysis is increasingly used to evaluate and compare research performance across geographical regions. However, the problem of missing information from author addresses has not attracted sufficient attention from scholars and…

Digital Libraries · Computer Science 2018-08-21 Weishu Liu , Guangyuan Hu , Li Tang

This study provides an overview of science from the Wikipedia perspective. A methodology has been established for the analysis of how Wikipedia editors regard science through their references to scientific papers. The method of co-citation…

Digital Libraries · Computer Science 2020-02-12 Wenceslao Arroyo-Machado , Daniel Torres-Salinas , Enrique Herrera-Viedma , Esteban Romero-Frías

The purpose of this study is to explore the relationship between the first affiliation and the corresponding affiliation at the different levels via the scientometric analysis We select over 18 million papers in the core collection database…

Digital Libraries · Computer Science 2021-01-26 Jianfei Yu , Chunxiao Yin , Linlin Liu , Tao Jia

As much as data science is playing a pivotal role everywhere, healthcare also finds it prominent application. Breast Cancer is the top rated type of cancer amongst women; which took away 627,000 lives alone. This high mortality rate due to…

Machine Learning · Computer Science 2019-02-26 Vivek Kumar , Brojo Kishore Mishra , Manuel Mazzara , Dang N. H. Thanh , Abhishek Verma

With the proliferation of research means and computational methodologies, published biomedical literature is growing exponentially in numbers and volume. Cancer cell lines are frequently used models in biological and medical research that…

Computation and Language · Computer Science 2024-02-13 Ellery Smith , Rahel Paloots , Dimitris Giagkos , Michael Baudis , Kurt Stockinger

This paper aims at offering an evaluation framework of an Research and Development programme in the Biomedical Sciences. It showcases the Spanish Biomedical Research Networking Centres initiative (CIBER) as an example of the effect of…

Digital Libraries · Computer Science 2016-02-25 Nicolas Robinson-Garcia , Alvaro Cabezas-Clavijo , Evaristo Jiménez-Contreras

Government funding agencies and foundations tend to perceive novelty as necessary for scientific impact and hence prefer to fund novel instead of incremental projects. Evidence linking novelty and the eventual impact of a grant is…

Digital Libraries · Computer Science 2019-11-11 Han Zhuang , Daniel E. Acuna

Without sufficient information about research data practices occurring in a particular research organisation, there is a risk of mismatching research data service efforts with the needs of its researchers. This study describes how data…

Digital Libraries · Computer Science 2022-05-12 Antti Mikael Rousi

In the following paper, we describe results from mining citations, mentions, and links to open government data (OGD) in peer-reviewed literature. We inductively develop a method for categorizing how OGD are used by different research…

Computers and Society · Computer Science 2018-03-28 An Yan , Nicholas Weber

Using the Scopus dataset (1996-2007) a grand matrix of aggregated journal-journal citations was constructed. This matrix can be compared in terms of the network structures with the matrix contained in the Journal Citation Reports (JCR) of…

Physics and Society · Physics 2009-09-18 Loet Leydesdorff , Felix de Moya-Anegon , Vicente P. Guerrero-Bote