Academic Articles & Research Papers

ACHENY: A standard Chenopodiaceae image dataset for deep learning models

This paper contains datasets related to the “Efficient Deep Learning Models for Categorizing Chenopodiaceae in the wild” (Heidary-Sharifabad et al., 2021). There are about 1500 species of Chenopodiaceae that are spread worldwide and often a...

Training residents in medical informatics.

BACKGROUND AND OBJECTIVES: A number of medical educators have called for an increased emphasis on medical informatics training, but few family practice residency programs have provided more than cursory teaching efforts in this area. This p...

Are Medical Informatics and Nursing Informatics Distinct Disciplines?: The 1999 ACMI Debate

The 1999 debate of the American College of Medical Informatics focused on the proposition that medical informatics and nursing informatics are distinctive disciplines that require their own core curricula, training programs, and professiona...

A Virtual Reading Center Model Using Crowdsourcing to Grade Photographs for Trachoma: Validation Study

BackgroundAs trachoma is eliminated, skilled field graders become less adept at correctly identifying active disease (trachomatous inflammation—follicular [TF]). Deciding if trachoma has been eliminated from a district or if treatment strat...

Injury death certificates without specification of the circumstances leading to the fatal injury – the Norwegian Cause of Death Registry 2005–2014

Abstract Background For injury deaths, the underlying cause of death is defined as the circumstances leading to the injury. When this information is missing, the ICD-10 code X59 (Exposure to unspecified factor) is used. Lack of knowledge of...

Comparison of the effectiveness of an oral combination of thiamine, pyridoxine, and cyanocobalamin with parenteral cyanocobalamin in adolescents with nutritional vitamin B12 deficiency

Aims: Nutritional vitamin B12 deficiency remains a significant public health issue. This study aimed to compare the efficacy of an oral combination of thiamine, pyridoxine, cyanocobalamin, and parenteral cyanocobalamin treatment among adole...

Deep learning prediction of pathological complete response in breast cancer using Mamba architecture

Abstract Deep learning is capable of efficiently predicting the therapeutic efficacy of neoadjuvant chemotherapy (NAC) in breast cancer. However, current methods predominantly rely on convolutional neural networks or transformer architectur...

The current situation and future of medical informatics

Medical informatics is a science dealing with the storage,retrieval and optimal use of information, data and knowledge of biomedicine so that decisions could be made and problems solved in the process of health management, clinical control ...

Analysis of Strengths, Weaknesses, Opportunities and Threats of E-learning from the Perspective of Experts in the Period of COVID-19 Pandemic

Background: Today, e-learning has become one of the basic components of education process, especially in higher education. Institutions and universities employ e-learning extensively in their educational operations. In light of this, the go...

Dataset on Women's empowerment, land and donor-driven agricultural interventions in Eastern Zambia

A survey was conducted with 235 randomly selected households to investigate women's empowerment, land and donor-driven agricultural interventions in Eastern Zambia [1] for aid programmes with (Norwegian) and without (Chinese) women empowerm...

Is telemedicine a subset of medical informatics?

Informatics has a key characteristic of a new discipline in a technically transient environment--there is no universal definition of it. This is not surprising, given its complex and diverse nature. In a broad sense informatics is the inter...

Modulation of frontal gamma oscillations improves working memory in schizophrenia

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...

Medical informatics education

Medical informatics is still in its early stages of evolution and definition. If informatics is to obtain the status of a specialized field of study within the health science curriculum, its ambiguity must be eliminated. This article discus...

eHealth for Addressing Balance Disorders in the Elderly: Systematic Review

BackgroundThe population is aging on a global scale, triggering vulnerability for chronic multimorbidity, balance disorders, and falls. Falls with injuries are the main cause of accidental death in the elderly population, representing a rel...

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

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...

A Focus on Simulation in Medical Informatics

This special issue of JAMIA addresses simulation, a methodology that holds great promise for the advancement of information technology in health care. Simulation has been termed a third domain, complementing both natural language and mathem...

Contemporary issues in medicine–medical informatics and population health

The Association of American Medical Colleges established the Medical School Objectives Project (MSOP) to set forth program-level learning objectives that medical school deans and faculties can use as guides in reviewing their medical studen...

Recommendations of the German Association for Medical Informatics, Biometry and Epidemiology for Education and Training in Medical Informatics

In the fields of health care and medicine there is an immense demand for a systematic application of methods of information processing and for the use of computers. Obviously, to that end well-trained scientists and qualified personnel must...

Medical informatics in postgraduate training

Combining Digital Cognitive Behavioral Therapy With Mindfulness Training for Binge Eating Disorder: Protocol for a Feasibility Trial

BackgroundCognitive behavioral therapy (CBT) is the most effective treatment for binge eating disorder (BED) but is limited by modest efficacy and low reach of in-person delivery. Combining mindfulness training with CBT could enhance effica...