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ACM TRANSACTIONS ON COMPUTING FOR HEALTHCARE Home

WebACM Transactions on Computing for Healthcare (HEALTH) is a multi-disciplinary journal for the publication of high-quality original research papers, survey papers, and challenge …

Actived: 3 days ago

URL: https://dl.acm.org/journal/health

Machine Learning in Mental Health: A Systematic Review of the …

WebHigh prevalence of mental illness and the need for effective mental health care, combined with recent advances in AI, has led to an increase in explorations of how the field of …

Category: Health Go Health

Designing Human-centered AI for Mental Health: Developing …

WebSkip 2RELATED WORK Section 2 RELATED WORK. We begin with a brief overview of the current landscape of AI research in mental health, outlining in particular: …

Category: Health Go Health

Reinforcement Learning in Healthcare: A Survey ACM Computing …

WebAs a subfield of machine learning, reinforcement learning (RL) aims at optimizing decision making by using interaction samples of an agent with its environment and the potentially …

Category: Health Go Health

Reliable and Safe Use of Machine Translation in Medical Settings

WebThe risks and harms of machine translation (MT) technologies disproportionately fall on vulnerable people who depend on it for access to healthcare, employment, and social …

Category: Health Go Health

Time Series Prediction Using Deep Learning Methods in Healthcare

WebSkip 1INTRODUCTION Section 1 INTRODUCTION. As the digital healthcare ecosystem expands, healthcare data is increasingly being recorded within electronic …

Category: Health Go Health

Healthcare AI Treatment Decision Support: Design Principles to …

WebArtificial intelligence (AI) supported clinical decision support (CDS) technologies can parse vast quantities of patient data into meaningful insights for healthcare providers. Much …

Category: Health Go Health

A Review of Machine Learning and TinyML in Healthcare

WebHealthcare is the field that can benefit from the large amount of raw data generated from portable and wearable devices. This data must be sent to the Cloud for processing due …

Category: Health Go Health

A Systematic Literature Review of Virtual, Augmented, and Mixed …

WebVirtual reality, augmented reality, and mixed reality (VR/AR/MR) as information and communication technologies have been recognised and implemented in healthcare in …

Category: Health Go Health

Federated Learning for Smart Healthcare: A Survey

WebAccordingly, we provide a comprehensive survey on the use of FL in smart healthcare. First, we present the recent advances in FL, the motivations, and the requirements of using FL …

Category: Health Go Health

Companion Proceedings of the ACM on Web Conference 2024

WebIt is our great pleasure to welcome you to The ACM Web Conference 2024 held in person with virtual components on May 13-17, 2024, in Singapore.

Category: Health Go Health

Computer graphics in medicine: from visualization to surgery …

WebMedicine is an extremely challenging field of research, which has been -- more than any other discipline -- of fundamental importance in human existence. The variety …

Category: Medicine Go Health

Social Virtual Reality as a Mental Health Tool: How People Use …

WebThere has been a shift in human-computer interaction (HCI) research to reach wider than focusing technology support for mental illness, as “closer consideration of mental …

Category: Health Go Health

Domain-Specific Language Model Pretraining for Biomedical …

WebPretraining large neural language models, such as BERT, has led to impressive gains on many natural language processing (NLP) tasks. However, most pretraining efforts focus …

Category: Health Go Health

Leveraging big data analytics in healthcare enhancement: trends

Web1. Frost, S.: Drowning in big data? reducing information technology complexities and costs for healthcare organizations (2015) Google Scholar 2. Raghupathi W Raghupathi V Big …

Category: Health Go Health

Towards Designing Personal Health Information Management …

WebHealth information management systems help gather, compile, and analyze health data to help manage population health and reduce healthcare costs. It can …

Category: Health Go Health

A Comprehensive Picture of Factors Affecting User Willingness to …

WebSkip 1INTRODUCTION Section 1 INTRODUCTION. The escalating demand for mobile apps, propelled by smartphones and wearables, has notably amplified the role of mobile …

Category: Health Go Health

ChatGPT for Mental Health Applications: A study on biases

WebSuicide is a serious global issue taking 800,000 lives every year. AI-assisted early detection of suicide risk and stress levels using a user’s activity on online forums …

Category: Health Go Health

Synthetic Lies: Understanding AI-Generated Misinformation and

WebIn this work, misinformation is referred to as the umbrella term that includes “false or partially false information which can be spread both unintentionally and intentionally” [].We chose …

Category: Health Go Health

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