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Integrating machine learning algorithms and explainable artificial intelligence approach for predicting patient unpunctuality in psychiatric clinics

Alireza Kasaie, Suchithra Rajendran • Healthcare Analytics (2023)

This study addresses patient unpunctuality, a major concern affecting patient waiting time, resource utilization, and quality of care. We develop and compare four machine learning models, including multinomial logistic regression, decision ...

DOAJ Open Access (DOAJ) DOI: 10.1016/j.health.2023.100242

Central vein sign: A diagnostic biomarker in multiple sclerosis (CAVS-MS) study protocol for a prospective multicenter trial

D. Ontaneda, P. Sati, P. Raza, M. Kilbane et al. • NeuroImage: Clinical (2021)

The specificity and implementation of current MRI-based diagnostic criteria for multiple sclerosis (MS) are imperfect. Approximately 1 in 5 of individuals diagnosed with MS are eventually determined not to have the disease, with overrelianc...

DOAJ Open Access (DOAJ) DOI: 10.1016/j.nicl.2021.102834

Multi-label classification of fundus images based on graph convolutional network

Yinlin Cheng, Mengnan Ma, Xingyu Li, Yi Zhou • BMC Medical Informatics and Decision Making (2021)

Abstract Background Diabetic Retinopathy (DR) is the most common and serious microvascular complication in the diabetic population. Using computer-aided diagnosis from the fundus images has become a method of detecting retinal diseases, but...

DOAJ Open Access (DOAJ) DOI: 10.1186/s12911-021-01424-x

Argumentation approaches for explanaible AI in medical informatics

Luciano Caroprese, Eugenio Vocaturo, Ester Zumpano • Intelligent Systems with Applications (2022)

Artificial Intelligence algorithms are powerful in performing accurate predictions, but they are often considered black boxes as they do not provide any explanation about how outputs are derived from inputs or why a decision is taken. There...

OPENALEX cc-by-nc-nd DOI: https://doi.org/10.1016/j.iswa.2022.200109

Introduction to Medical Informatics

Joseph D. Bronzino, Donald R. Peterson • CRC Press eBooks (2014)

What is medical informatics? In the summer of 2004 I was invited to lecture at Dartmouth. Dr. Rosen, my host, asked me if I could address my interpretation of medical informatics during my lecture. This presentation made me review and refle...

OPENALEX DOI: https://doi.org/10.1201/b15468-65

Development and production of an oligonucleotide MuscleChip: use for validation of ambiguous ESTs

Lanfranchi Gerolamo, Teslovich Tanya M, Chen Yi-Wen, Toppo Stefano et al. • BMC Bioinformatics (2002)

Abstract Background We describe the development, validation, and use of a highly redundant 120,000 oligonucleotide microarray (MuscleChip) containing 4,601 probe sets representing 1,150 known genes expressed in muscle and 2,075 EST clusters...

DOAJ Open Access (DOAJ) DOI: 10.1186/1471-2105-3-33

Growing functional modules from a seed protein via integration of protein interaction and gene expression data

Dimitrakopoulou Konstantina, Maraziotis Ioannis A, Bezerianos Anastasios • BMC Bioinformatics (2007)

Abstract Background Nowadays modern biology aims at unravelling the strands of complex biological structures such as the protein-protein interaction (PPI) networks. A key concept in the organization of PPI networks is the existence of dense...

DOAJ Open Access (DOAJ) DOI: 10.1186/1471-2105-8-408

ANAT 2.0: reconstructing functional protein subnetworks

Yomtov Almozlino, Nir Atias, Dana Silverbush, Roded Sharan • BMC Bioinformatics (2017)

Abstract Background ANAT is a graphical, Cytoscape-based tool for the inference of protein networks that underlie a process of interest. The ANAT tool allows the user to perform network reconstruction under several scenarios in a number of ...

DOAJ Open Access (DOAJ) DOI: 10.1186/s12859-017-1932-1

Mapping the Domain of Medical Informatics

Jan L. Talmon, Peter W. Moorman, Jan A. Kors, Martijn J. Schuemie • Methods of Information in Medicine (2008)

OBJECTIVES: The domain of medical informatics (MI) is not well defined. It covers a wide range of research topics. Our objective is to characterize the field of MI by means of the scientific literature in this domain. METHODS: We used title...

OPENALEX DOI: https://doi.org/10.3414/me0576

Methods in Medical Informatics

Jules J. Berman • Chapman & Hall/CRC eBooks (2010)

Too often, healthcare workers are led to believe that medical informatics is a complex field that can only be mastered by teams of professional programmers. This is simply not the case. With just a few dozen simple algorithms, easily implem...

OPENALEX DOI: https://doi.org/10.1201/ebk1439841822

Effectiveness of an electronic clinical decision support system in improving the management of childhood illness in primary care in rural Nigeria: an observational study

Marek Kwiatkowski, Rodolfo Rossi, Torsten Schmitz, Fenella Beynon et al. • BMJ Open (2022)

Objectives To evaluate the impact of ALgorithm for the MANAgement of CHildhood illness (‘ALMANACH’), a digital clinical decision support system (CDSS) based on the Integrated Management of Childhood Illness, on health and quality of care ou...

DOAJ Open Access (DOAJ) DOI: 10.1136/bmjopen-2021-055315

The Neuroscience of Language

Friedemann Pulvermüller A • Cambridge University Press eBooks (2003)

How is language organized in the human brain? The Neuroscience of Language, published in 2003, puts forth a systematic model of language to bridge the gap between linguistics and neuroscience. Neuronal models of word and serial order proces...

OPENALEX DOI: https://doi.org/10.1017/cbo9780511615528

Computational Tools; Indispensable Armamentarium of Medical Biotechnology

Nutan, Swapnil Jain, K Shilpa, Akanksha Tomar et al. • Indian Journal of Science and Technology (2016)

Objective: Computational infrastructure of medical biotechnology provides insight into elements of genomics, proteomics for understanding diseases and biological systems in a more comprehensive and systematic way. The present study exclusiv...

OPENALEX cc-by DOI: https://doi.org/10.17485/ijst/2016/v9i32/100745

Symbolic CSR and public responses among young Chinese social media users: dual mediation of skepticism and trust, moderated by algorithmic ethical perception

Tian Zhang, Tao Song, Muhammad Zaiamri Zainal Abidin, Mumtaz Aini Alivi • Frontiers in Communication (2026)

Drawing on signaling theory and the cognitive-affective framework, this study developed a moderated serial mediation model to explain how perceived symbolic CSR is associated with public responses in algorithm-mediated environments. It exam...

DOAJ Open Access (DOAJ) DOI: 10.3389/fcomm.2026.1717505

Evaluating Urban–Rural Disparity of Public Facilities Provision in Chengdu–Chongqing: An Equity Index Approach with Multi-Source Data

Xuan Liu, Youxin Qian, Guohui Zhou, Guangyu Xu et al. • Systems (2026)

Urban–rural public facility disparity is a systemic challenge that reflects dysfunctional feedback loops within and across social and technical subsystems. Traditional administrative-unit-based analyses cannot capture such systemic alignmen...

DOAJ Open Access (DOAJ) DOI: 10.3390/systems14080903

O PROBLEMATIZARE A BUNEI GUVERNĂRI DIGITALE

Șerban. Henrieta • Revista de Știinţe Politice şi Relaţii Internaţionale (2025)

In political science today, the notions of “governance“ and “good governance“ compete as synonyms. The negative connotations of the first term (from the sphere of significance of the idea of leadership, or also care for one or more minors o...

DOAJ Open Access (DOAJ)

Elaborating a Methodology for Gauging a Politician’s Communicative Personality

Denis S. Mukhortov, Elizaveta A. Zhovner • RUDN Journal of Language Studies, Semiotics and Semantics (2025)

Communicative behaviour studies require using numerous methodological approaches depending on the goal and tasks of research. Linguopolitical personology conceives of political communication as an institutionalized phenomenon aimed at holdi...

DOAJ Open Access (DOAJ) DOI: 10.22363/2313-2299-2025-16-1-278-290