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While artificial intelligence (AI) and other automation technologies might lead to enormous progress in healthcare, they may also have undesired consequences for people working in the field. In this interdisciplinary study, we capture…

Machine Learning · Statistics 2019-10-22 Wolfgang Frühwirt , Paul Duckworth

Physicians are--and feel--ethically, professionally, and legally responsible for patient outcomes, buffering patients from harmful AI determinations from medical AI systems. Many have called for explainable AI (XAI) systems to help…

Human-Computer Interaction · Computer Science 2025-07-23 Gennie Mansi , Mark Riedl

Healthcare providers face significant challenges with monitoring and managing patient data outside of clinics, particularly with insufficient resources and limited feedback on their patients' conditions. Effective management of these…

Databases · Computer Science 2023-11-14 Daniel Bloor , Nnamdi Ugwuoke , David Taylor , Keir Lewis , Luis Mur , Chuan Lu

In healthcare, artificial intelligence (AI) has been changing the way doctors and health experts take care of people. This paper will cover how AI is making major changes in the health care system, especially with nutrition. Various machine…

Human-Computer Interaction · Computer Science 2024-04-03 Ritu Ramakrishnan , Tianxiang Xing , Tianfeng Chen , Ming-Hao Lee , Jinzhu Gao

We present a system that constructs and maintains an up-to-date co-occurrence network of medical concepts based on continuously mining the latest biomedical literature. Users can explore this network visually via a concise online interface…

Information Retrieval · Computer Science 2015-03-20 Alexei Yavlinsky

The connection between the design and delivery of health care services using information technology is known as health informatics. It involves data usage, validation, and transfer of an integrated medical analysis using neural networks of…

Quantitative Methods · Quantitative Biology 2022-08-08 Amin Gasmi

Rare diseases affect millions worldwide but often face limited research focus due to their low prevalence. This results in prolonged diagnoses and a lack of approved therapies. Recent advancements in Large Language Models (LLMs) have shown…

Computation and Language · Computer Science 2024-10-28 Lang Cao , Jimeng Sun , Adam Cross

Recently, a growing number of experts in artificial intelligence (AI) and medicine have be-gun to suggest that the use of AI systems, particularly machine learning (ML) systems, is likely to humanise the practice of medicine by…

Computers and Society · Computer Science 2025-04-11 Joshua Hatherley

This study is mainly aimed at evaluating the effectiveness of current health care systems of several representative countries and improving that of the US. To achieve these goals, a people-oriented non-linear evaluation model is designed.…

Applications · Statistics 2013-04-23 Qixin Wang , Menghui Li , Hualong Zu , Mingyi Gao , Chenghua Cao , Li Charlie Xia

The use of artificial intelligence in clinical care to improve decision support systems is increasing. This is not surprising since, by its very nature, the practice of medicine consists of making decisions based on observations from…

Quantitative Methods · Quantitative Biology 2019-05-03 Isaac Mativo , Yelena Yesha , Michael Grasso , Tim Oates , Qian Zhu

Recently, consumer-facing health technologies such as Artificial Intelligence (AI)-based symptom checkers (AISCs) have sprung up in everyday healthcare practice. AISCs solicit symptom information from users and provide medical suggestions…

Human-Computer Interaction · Computer Science 2021-01-14 Yue You , Yubo Kou , Xianghua Ding , Xinning Gui

In the field of medicine and healthcare, the utilization of medical expertise, based on medical knowledge combined with patients' health information is a life-critical challenge for patients and health professionals. The within-laying…

Artificial Intelligence · Computer Science 2025-10-13 Mubaris Nadeem , Madjid Fathi

In this paper, we present BIMS (Biomedical Information Management System). BIMS is a software architecture designed to provide a flexible computational framework to manage the information needs of a wide range of biomedical research…

Software Engineering · Computer Science 2013-03-26 Oscar Mora , Jesús Bisbal

Artificial intelligence (AI) is increasingly of tremendous interest in the medical field. However, failures of medical AI could have serious consequences for both clinical outcomes and the patient experience. These consequences could erode…

Artificial Intelligence · Computer Science 2020-08-19 Thomas P. Quinn , Manisha Senadeera , Stephan Jacobs , Simon Coghlan , Vuong Le

Implantable Medical Devices (IMD) is a fast pace growing medical field and continues to grow in the foreseeable future. Advancement in science and technology has led to the IMD devices offering advanced medical treatments. Modern IMDs can…

Cryptography and Security · Computer Science 2024-09-02 Emmanuel Kwarteng , Mumin Cebe

Artificial Intelligence (AI) is revolutionizing emergency medicine by enhancing diagnostic processes and improving patient outcomes. This article provides a review of the current applications of AI in emergency imaging studies, focusing on…

Image and Video Processing · Electrical Eng. & Systems 2025-03-20 Gustavo Correia , Victor Alves , Paulo Novais

Machine learning is expected to fuel significant improvements in medical care. To ensure that fundamental principles such as beneficence, respect for human autonomy, prevention of harm, justice, privacy, and transparency are respected,…

The aim of medical knowledge representation is to capture the detailed domain knowledge in a clinically efficient manner and to offer a reliable resolution with the acquired knowledge. The knowledge base to be used by a medical expert…

Artificial Intelligence · Computer Science 2018-10-04 Debarpita Santra , Swapan Kumar Basu , Jyotsna Kumar Mandal , Subrata Goswami

Technological advancements have led to significant improvements in healthcare for prevention, diagnosis, treatments, and care. While resourceful regions can capitalize on state-of-the-art healthcare technologies, there might be barriers and…

Computers and Society · Computer Science 2022-05-24 Bishal Lamichhane , Navaraj Neupane

Life is becoming too busy to get medical appointments in person and to maintain a proper health care. The main idea of this work is to provide ease and comfort to patients while taking appointment from doctors and it also resolves the…

Computers and Society · Computer Science 2017-02-01 Shafaq Malik , Nargis Bibi , Sehrish Khan , Razia Sultana , Sadaf Abdul Rauf