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Biomedical Data Manifest: A lightweight data documentation mapping to increase transparency for AI/ML [PDF]

Scientific Data
Biomedical machine learning (ML) models raise critical concerns about embedded assumptions influencing clinical decision-making, necessitating robust documentation frameworks for datasets that are shared via external repositories.
Daniel Bottomly, Christopher G. Suciu, Benjamin Cordier, Nathaniel Evans, Alfonso Poire, Christina Zheng, The ARTNet Consortium, Jeffrey W. Tyner, Alan Hutson, Shannon K. McWeeney   +9 more
doaj   +2 more sources

Data Documents [PDF]

KNOWLEDGE ORGANIZATION, 2021
This article presents and discusses different kinds of data documents, including data sets, data studies, data papers and data journals. It provides descriptive and bibliometric data on different kinds of data documents and discusses the theoretical and philosophical problems by classifying documents according to the DIKW model (data documents ...
Schöpfel, Joachim, Farace, Dominic, Prost, Hélène, Zane, Antonella, Hjorland, Birger   +4 more
openaire   +2 more sources

Bibliometric approach for innovations analysis in the field of Disaster Risk Reduction

Berkala Ilmu Perpustakaan dan Informasi, 2022
Introduction. This study demonstrates the use of bibliometric methods for innovation analysis, using the field of Disaster Risk Reduction (DRR) in Indonesia as a case study.
Noorika Retno Widuri, Nana Sulaksana, Zufialdi Zakaria, Rulina Rachmawati, Tupan Tupan, Ambar Yoganingrum   +5 more
doaj   +1 more source

An analysis of data paper templates and guidelines: types of contextual information described by data journals [PDF]

Science Editing, 2020
Purpose Data papers are a promising genre of scholarly communication, in which research data are described, shared, and published. Rich documentation of data, including adequate contextual information, enhances the potential of data reuse.
Jihyun Kim
doaj   +1 more source

Data Gap in Sacral Neuromodulation Documentation: Call to Improve Documentation Protocols [PDF]

International Neurourology Journal, 2022
Purpose We quantified patient record documentation of sacral neuromodulation (SNM) threshold testing and programming parameters at our institution to identify opportunities to improve therapy outcomes and future SNM technologies.
Christopher M. Hornung, Ranveer Vasdev, Kate A. Hanson, Rachael Gotlieb, Cynthia S. Fok, John Fischer, Nissrine A. Nakib, Dwight E. Nelson   +7 more
doaj   +1 more source

Attending to the Cultures of Data Science Work

Data Science Journal, 2023
This essay reflects on the shifting attention to the “social” and the “cultural” in data science communities. While recently the “social” and the “cultural” have been prioritized in data science discourse, social and cultural concerns that get raised in ...
Lindsay Poirier
doaj   +1 more source

Mutation-based clustering and classification analysis reveals distinctive age groups and age-related biomarkers for glioma

BMC Medical Informatics and Decision Making, 2021
Background Malignant brain tumor diseases exhibit differences within molecular features depending on the patient’s age. Methods In this work, we use gene mutation data from public resources to explore age specifics about glioma.
Claire Jean-Quartier, Fleur Jeanquartier, Aydin Ridvan, Matthias Kargl, Tica Mirza, Tobias Stangl, Robi Markaĉ, Mauro Jurada, Andreas Holzinger   +8 more
doaj   +1 more source

SECONDARY DATA COLLECTION AND HERITAGE DOCUMENTATION - CASE STUDY OF A REMOTE DOCUMENTATION OF TRAVNIK’S VAROŠKA MOSQUE [PDF]

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2023
After two disastrous fires in Travnik in 1903, the Austro-Hungarian administration designed a new and secure mosque building model typology following a distinctive style of Habsburg-Bosnia.
C. Jäger-Klein, E. Kodzoman, L. Stampfer   +2 more
doaj   +1 more source

An Analysison Provincial Medical Science Basic Research Competitiveness Based on the National Natural Science Foundation of China

Zhishi guanli luntan, 2017
[Purpose/significance] The National Natural Science Foundation of China (NSFC) is one of the most important channels to support basic research in China. Competition for funding by the NSFC has been a very important indicator to measure the basic research
Xing Xia, Zhong Yongheng, Liu Jia, Wang Hui   +3 more
doaj   +1 more source

dataMaid: Your Assistant for Documenting Supervised Data Quality Screening in R

Journal of Statistical Software, 2019
Data cleaning and validation are important steps in any data analysis, as the validity of the conclusions from the analysis hinges on the quality of the input data.
Anne Helby Petersen, Claus Thorn Ekstrøm   +1 more
doaj   +1 more source