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Showing 20 of 592 academic articles

TRANSFER LEARNING: INCEPTION-V3 BASED CUSTOM CLASSIFICATION APPROACH FOR FOOD IMAGES

Vishwanath C Burkapalli, Priyadarshini C Patil • ICTACT Journal on Image and Video Processing (2020)

Deep-learning approach has become more popular in the field of image processing. When it is concerned with health issues, there are lots of improvements in the applications of food image classification by deep learning methods. Transfer lea...

DOAJ Open Access (DOAJ) DOI: 10.21917/ijivp.2020.0321

Key Variables for Effective eHealth Designs for Individuals With and Without Mental Health Disorders: 2^12-4 Fractional Factorial Experiment

Rotondi, Armando J, Grady, Jonathan, Hanusa, Barbara H, Haas, Gretchen L et al. • Journal of Medical Internet Research (2021)

BackgroundeHealth applications not only offer the potential to increase service convenience and responsiveness but also expand the ability to tailor services to improve relevance, engagement, and use. To achieve these goals, it is critical ...

DOAJ Open Access (DOAJ) DOI: 10.2196/23137

SAP BusinessObjects in Medical Informatics

Iwan Sofjan, Irim Salik, Peter Panzica • Cureus (2023)

Electronic health record (EHR) generates a large amount of data filled with opportunities to enhance documentation compliance, quality improvement, and other metrics. Various software tools exist, but many clinicians are unaware of them. Ou...

OPENALEX cc-by DOI: https://doi.org/10.7759/cureus.40208 PMC: 10331897

The effect of structured medication review followed by face-to-face feedback to prescribers on adverse drug events recognition and prevention in older inpatients – a multicenter interrupted time series study

Joanna E. Klopotowska, Paul F. M. Kuks, Peter C. Wierenga, Clementine C. M. Stuijt et al. • BMC Geriatrics (2022)

Abstract Background The effectiveness of interventions to improve medication safety in older inpatients is unclear, given a paucity of properly designed intervention studies applying clinically relevant endpoints such as hospital-acquired p...

DOAJ Open Access (DOAJ) DOI: 10.1186/s12877-022-03118-z

Understanding tinnitus symptom dynamics and clinical improvement through intensive longitudinal data

Milena Engelke, Jorge Piano Simões, Laura Basso, Nina Wunder et al. • npj Digital Medicine (2025)

Abstract Intensive longitudinal sampling enhances subjective data collection by capturing real-time, dynamic inputs in natural settings, complementing traditional methods. This study evaluates the feasibility of using daily self-reported ap...

DOAJ Open Access (DOAJ) DOI: 10.1038/s41746-024-01425-w

Implementing and Evaluating a National Integrated Digital Registry and Clinical Decision Support System in Early Intervention in Psychosis Services (Early Psychosis Informatics Into Care): Co-Designed Protocol

Siân Lowri Griffiths, Graham K Murray, Yanakan Logeswaran, John Ainsworth et al. • JMIR Research Protocols (2024)

BackgroundEarly intervention in psychosis (EIP) services are nationally mandated in England to provide multidisciplinary care to people experiencing first-episode psychosis, which disproportionately affects deprived and ethnic minority yout...

DOAJ Open Access (DOAJ) DOI: 10.2196/50177

Accelerated maximum likelihood parameter estimation for stochastic biochemical systems

Daigle Bernie J, Roh Min K, Petzold Linda R, Niemi Jarad • BMC Bioinformatics (2012)

Abstract Background A prerequisite for the mechanistic simulation of a biochemical system is detailed knowledge of its kinetic parameters. Despite recent experimental advances, the estimation of unknown parameter values from observed data i...

DOAJ Open Access (DOAJ) DOI: 10.1186/1471-2105-13-68

Modulation of frontal gamma oscillations improves working memory in schizophrenia

Fiza Singh, I-Wei Shu, Sheng-Hsiou Hsu, Peter Link et al. • NeuroImage: Clinical (2020)

Schizophrenia is a debilitating mental disorder that is associated with cognitive deficits. Impairments in cognition occur early in the course of illness and are associated with poor functional outcome, but have been difficult to treat with...

DOAJ Open Access (DOAJ) DOI: 10.1016/j.nicl.2020.102339

Massive Open Online Courses (MOOCs): Data on higher education

Waleed Al-Rahmi, Ahmed Aldraiweesh, Noraffandy Yahaya, Yusri Bin Kamin et al. • Data in Brief (2019)

The data presented in this article are based on provides a systematic and organized review of 219 studies regarding using of Massive Open Online Courses (MOOCs) in higher education from 2012 to 2017. Consequently, the extant, peer-reviewed ...

DOAJ Open Access (DOAJ) DOI: 10.1016/j.dib.2018.11.139

“I think it's something that we should lean in to”: The use of OpenNotes in Canadian psychiatric care contexts by clinicians

Iman Kassam, Hwayeon Danielle Shin, Keri Durocher, Brian Lo et al. • Digital Health (2022)

Background OpenNotes is the concept of patients having access to their health records and clinical notes in a digital form. In psychiatric settings, clinicians often feel uncomfortable with this concept, and require support during implement...

DOAJ Open Access (DOAJ) DOI: 10.1177/20552076221144106

Effects of individualized rTMS on functional connectivity related to the default mode network and frontal-parietal network in major depressive disorder: exploratory analysis of a randomized controlled trial

Jing Jin, Yun Wang, Sixiang Liang, Qingchen Fan et al. • NeuroImage: Clinical (2025)

Objective: Repetitive transcranial magnetic stimulation (rTMS) has been shown to alleviate depressive and anxiety symptoms in patients with major depressive disorder (MDD), typically by targeting the dorsolateral (DLPFC) or dorsomedial pref...

DOAJ Open Access (DOAJ) DOI: 10.1016/j.nicl.2025.103902

Secondary research use of personal medical data: patient attitudes towards data donation

Gesine Richter, Christoph Borzikowsky, Bimba Franziska Hoyer, Matthias Laudes et al. • BMC Medical Ethics (2021)

Abstract Background The SARS-CoV-2 pandemic has highlighted once more the great need for comprehensive access to, and uncomplicated use of, pre-existing patient data for medical research. Enabling secondary research-use of patient-data is a...

DOAJ Open Access (DOAJ) DOI: 10.1186/s12910-021-00728-x

The NICE Evidence Standards Framework for digital health and care technologies – Developing and maintaining an innovative evidence framework with global impact

Harriet Unsworth, Bernice Dillon, Lucie Collinson, Helen Powell et al. • Digital Health (2021)

Objective In 2018, the UK National Institute for Health and Care Excellence (NICE), in partnership with Public Health England, NHS England, NHS Improvement and others, developed an evidence standards framework (ESF) for digital health and c...

DOAJ Open Access (DOAJ) DOI: 10.1177/20552076211018617

Patient-reported treatment outcomes and safety of direct-to-consumer teledermatology for finasteride treatment in male androgenetic alopecia: A cross-sectional study

Johannes von Büren, Inga Hansen, Julian Kött, Florian Schröder et al. • Digital Health (2023)

Objective The use of direct-to-consumer (DTC) teledermatology platforms has increased, particularly for androgenetic alopecia (AGA). However, little is known about the efficacy and safety of these platforms. This study aimed to investigate ...

DOAJ Open Access (DOAJ) DOI: 10.1177/20552076231205740

Hypertension and medical informatics.

William McBride, Carlos Maria Ferrario, Paulette A. Lyle • PubMed Central (2003)

BACKGROUND: Only about 27% of Americans with hypertension have their disease under control. Hypertension in the African-American population has a higher prevalence (32%) and is less likely to be treated or controlled compared with that in t...

OPENALEX Open Access PMC: 2594689

A Collaborative Approach to Improving Breast Cancer Screening and Follow-Up Through Multicomponent Interventions and Process Improvements: The Links to Care Community Grants Project study protocol and baseline findings

Emily A. Prentice, Abby Moler, Amanda Sweeney, Karla Wysocki et al. • Journal of Primary Care & Community Health (2025)

Background: The Links to Care Community Grants Project was developed to improve breast cancer outcomes by increasing access to appropriate follow-up care, improving processes for care transitions, and enhancing care coordination between com...

DOAJ Open Access (DOAJ) DOI: 10.1177/21501319251357987

Prediction of the Leaf Primordia of Potato Tubers Using Sensor Fusion and Wavelength Selection

Ahmed Rady, Daniel Guyer, William Kirk, Irwin R Donis-González • Journal of Imaging (2019)

The sprouting of potato tubers during storage is a significant problem that suppresses obtaining high quality seeds or fried products. In this study, the potential of fusing data obtained from visible (VIS)/near-infrared (NIR) spectroscopic...

DOAJ Open Access (DOAJ) DOI: 10.3390/jimaging5010010

Rapid review of the ideal clinic realisation and maintenance programme among primary healthcare providers in the Gauteng Province, South Africa

Dorina Onoya, Idah Mokhele, Cornelius Nattey, Nozipho Musakwa et al. • BMJ Open Quality (2025)

Background The ideal clinic realisation and maintenance (ICRM) programme in South Africa aims to elevate primary healthcare clinic (PHC) service quality in preparation for the National Health Insurance rollout. This study investigated ICRM ...

DOAJ Open Access (DOAJ) DOI: 10.1136/bmjoq-2024-003212

Community Health Centers’ Responsiveness and Its Associated Factors Among Outpatients in Southeast China: A Cross-Sectional Study

Zhou C, Li X, Shen W, Huang Q et al. • Risk Management and Healthcare Policy (2024)

Chi Zhou,1,* Xu Li,1,* Wenli Shen,2 Qunfang Huang,1 Xiaoling Lin,1 Gaofeng Zhang,3 Yin Dong3,4 1Department of Health Management, School of Public Health, Hangzhou Normal University, Hangzhou, Zhejiang, People’s Republic of China; 2D...

DOAJ Open Access (DOAJ)