Demographic Aware Probabilistic Medical Knowledge Graph Embeddings of Electronic Medical Records [PDF]
Medical knowledge graphs (KGs) constructed from Electronic Medical Records (EMR) contain abundant information about patients and medical entities. The utilization of KG embedding models on these data has proven to be efficient for different medical tasks.
arxiv
Introduction: Among the different types of cancers, breast cancer is the most common and the second leading cause of death in women aged 35-55 years. Patients' knowledge has a critical role in cancer management and control of treatment-related adverse ...
Fereshteh Manouchehri-Monazah+3 more
doaj +1 more source
Medical record keeping for quality patient care: An observational study
Introduction: Effective management of medical records is essential for delivering high-quality treatment. The location, architecture, and personnel of a medical records department (MRD) can considerably impact its operational efficiency.
S A Rudresh, Sherry P Mathew
doaj +1 more source
Role of Monocyte Count and Neutrophil-to-Lymphocyte Ratio in Survival of Oral Cancer Patients
Introduction Inflammation seems to play a critical role in the development and progression of numerous cancers. Peripheral blood leukocyte count is an easily assessable parameter of systemic inflammatory response.
Saurabh Bobdey+3 more
doaj +1 more source
Transformer-based Personalized Attention Mechanism for Medical Images with Clinical Records [PDF]
In medical image diagnosis, identifying the attention region, i.e., the region of interest for which the diagnosis is made, is an important task. Various methods have been developed to automatically identify target regions from given medical images. However, in actual medical practice, the diagnosis is made based not only on the images but also on a ...
arxiv
LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge Graphs [PDF]
The medical conversational system can relieve the burden of doctors and improve the efficiency of healthcare, especially during the pandemic. This paper presents a medical conversational question answering (CQA) system based on the multi-modal knowledge graph, namely "LingYi", which is designed as a pipeline framework to maintain high flexibility.
arxiv +1 more source
Knowledge and Information Sources of Standard Precautions among Physicians in Mashhad, Iran [PDF]
Introduction: Health care workers are exposed to percutaneous injuries. They are at risk of infection from bloodborne pathogens during routine clinical duties. Adherence to standard precautions can protect health care workers.
Masoumeh Sarbaz+3 more
doaj +1 more source
Effects of HBsAg carriers on pregnancy complications in pregnant women: a retrospective cohort study
ObjectiveHepatitis B virus (HBV) infection is a major health threat worldwide, especially in developing countries. We aimed to investigate the impact of hepatitis B carrier on pregnancy complications in pregnant women, in China.MethodsThis retrospective ...
Mengqing Weng+7 more
doaj +1 more source
WIP: Medical Incident Prediction Through Analysis of Electronic Medical Records Using Machine Lerning: Fall Prediction [PDF]
This paper reports our preliminary work on medical incident prediction in general, and fall risk prediction in specific, using machine learning. Data for the machine learning are generated only from the particular subset of the electronic medical records (EMR) at Osaka Medical and Pharmaceutical University Hospital.
arxiv
Introduction: Disasters whether natural or man-made can inflict widespread damage in every society. Disaster effects on hospitals were discussed by many specialties in many fields.
Azar Kabirzadeh+2 more
doaj