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Feature engineering with clinical expert knowledge: A case study assessment o...
Incorporating expert knowledge at the time machine learning models are trained holds promise for producing models that are easier to interpret. The main objectives of this study... -
Robust cell particle detection to dense regions and subjective training sampl...
: In recent years, finding the cause of pathogenesis is expected by observing the cell images. In this paper, we propose a cell particle detection method in cell images.... -
The emergent integrated network structure of scientific research
Scientific research is often thought of as being conducted by individuals and small teams striving for disciplinary advances. Yet as a whole, this endeavor more closely... -
A funder-imposed data publication requirement seldom inspired data sharing
Growth of the open science movement has drawn significant attention to data sharing and availability across the scientific community. In this study, we tested the ability to... -
bertha: Project Skeleton for Scientific Software
Science depends heavily on reliable and easy-to-use software packages, such as mathematical libraries or data analysis tools. Developing such packages requires a lot of effort,... -
Building flux capacity: Citizen scientists increase resolution of soil greenh...
Though citizen science programs have been broadly successful in diverse scientific fields, their adoption has lagged in some disciplines, including soil science and ecosystem... -
Engagement present and future: Graduate student and faculty perceptions of so...
Interest in public engagement with science activities has grown in recent decades, especially engagement through social media and among graduate students. Research on... -
Independent re-analysis of alleged mind-matter interaction in double-slit exp...
A two year long experimental dataset in which authors of Radin, et al., 2016 claim to find evidence of mind-matter interaction is independently re-analyzed. In this experiment,... -
The PLOS ONE collection on machine learning in health and biomedicine: Toward...
Recent years have seen a surge of studies in machine learning in health and biomedicine, driven by digitalization of healthcare environments and increasingly accessible computer... -
Development of a knowledge translation platform for ataxia: Impact on readers...
AbstractBackgroundDissemination of accurate health research information to patients and families has become increasingly important with the rise of the internet as a means of... -
Sense classification of shallow discourse relations with focused RNNs
Understanding the sense of discourse relations between segments of text is essential to truly comprehend any natural language text. Several automated approaches have been... -
Exploring the role of interdisciplinarity in physics: Success, talent and luck
Although interdisciplinarity is often touted as a necessity for modern research, the evidence on the relative impact of sectorial versus to interdisciplinary science is... -
The proximal experience of awe.
Research on awe has grown exponentially in recent decades; however, few studies have considered whether awe-inspiring experiences also inspire other emotions. In two studies, we... -
A case study exploring associations between popular media attention of scient...
The association between mention of scientific research in popular media (e.g., the mainstream media or social media platforms) and scientific impact (e.g., citations) has yet to... -
Multiple attribute decision making model and application to food safety risk ...
Decision making for supermarket food purchase decisions are characterized by network relationships. This paper analyzed factors that influence supermarket food selection and... -
Core Scientific Dataset Model: A lightweight and portable model and file form...
The Core Scientific Dataset (CSD) model with JavaScript Object Notation (JSON) serialization is presented as a lightweight, portable, and versatile standard for intra- and... -
Scientist and data architect collaborate to curate and archive an inner ear e...
In the past scientists reported summaries of their findings; they did not provide their original data collections. Many stakeholders (e.g., funding agencies) are now requesting... -
Dissemination of novel biostatistics methods: Impact of programming code avai...
Background As statisticians develop new methodological approaches, there are many factors that influence whether others will utilize their work. This paper is a bibliometric... -
BraX-Ray: an X-ray of the Brazilian computer science graduate programs.
Research productivity assessment is increasingly relevant for allocation of research funds. On one hand, this assessment is challenging because it involves both qualitative and... -
Scientific sinkhole: The pernicious price of formatting
Objective To conduct a time-cost analysis of formatting in scientific publishing. Design International, cross-sectional study (one-time survey). Setting Internet-based...
