Public Health & Policy

Health Policy

Latest AI and machine learning research in health policy for healthcare professionals.

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Proposal of a novel Artificial Intelligence Distribution Service platform for healthcare.

In this paper, we focus on presenting a novel AI-based service platform proposal called AIDI (Artificial Intelligence Distribution Interface for healthcare). AIDI proposal is based on our earlier research work in which we evaluated AI-based healthcare services which have been used successfully in practice among healthcare service providers. We have also used our systematic review about AI-based he...

Mar 26 2021 34804493

An Inception Convolutional Autoencoder Model for Chinese Healthcare Question Clustering.

Healthcare question answering (HQA) system plays a vital role in encouraging patients to inquire for professional consultation. However, there are some challenging factors in learning and representing the question corpus of HQA datasets, such as high dimensionality, sparseness, noise, nonprofessional expression, etc. To address these issues, we propose an inception convolutional autoencoder model ...

Mar 17 2021 31180903
Evaluation of machine learning algorithms for health and wellness applications: A tutorial.

Research on decision support applications in healthcare, such as those related to diagnosis, prediction, treatment planning, etc., has seen strongly g...

Mar 13 2021 33774270
Multi-source Seq2seq guided by knowledge for Chinese healthcare consultation.

Online healthcare consultation offers people a convenient way to consult doctors. In this paper, we aim at building a generative dialog system for Chi...

Mar 11 2021 33713854
A CLSTM and transfer learning based CFDAMA strategy in satellite communication networks.

With the development of the economy and technology, people's requirement for communication is also increasing. Satellite communication networks have b...

Mar 10 2021 33690712
Data preparation for artificial intelligence in medical imaging: A comprehensive guide to open-access platforms and tools.

The vast amount of data produced by today's medical imaging systems has led medical professionals to turn to novel technologies in order to efficientl...

Mar 5 2021 33684723
A clinical trials corpus annotated with UMLS entities to enhance the access to evidence-based medicine.

BACKGROUND: The large volume of medical literature makes it difficult for healthcare professionals to keep abreast of the latest studies that support ...

Feb 22 2021 33618727
Artificial intelligence supported anemia control system (AISACS) to prevent anemia in maintenance hemodialysis patients.

Anemia, for which erythropoiesis-stimulating agents (ESAs) and iron supplements (ISs) are used as preventive measures, presents important difficulties...

Feb 22 2021 33746600
Patient journey through cases of depression from claims database using machine learning algorithms.

Health insurance and acute hospital-based claims have recently become available as real-world data after marketing in Japan and, thus, classification ...

Feb 16 2021 33592062
Creating artificial human genomes using generative neural networks.

Generative models have shown breakthroughs in a wide spectrum of domains due to recent advancements in machine learning algorithms and increased compu...

Feb 4 2021 33539374
Learning Transferable Driven and Drone Assisted Sustainable and Robust Regional Disease Surveillance for Smart Healthcare.

Smart healthcare has been applied in many fields such as disease surveillance and telemedicine, etc. However, there are some challenges for device dep...

Feb 3 2021 32804655
What Do Patients Care About? Mining Fine-grained Patient Concerns from Online Physician Reviews Through Computer-Assisted Multi-level Qualitative Analysis.

Online physician review (OPR) websites have been increasingly used by healthcare consumers to make informed decisions in selecting healthcare provider...

Jan 25 2021 33936428
From Code to Bedside: Implementing Artificial Intelligence Using Quality Improvement Methods.

Despite increasing interest in how artificial intelligence (AI) can augment and improve healthcare delivery, the development of new AI models continue...

Jan 19 2021 33469745
A robust deep learning-based multiclass segmentation method for analyzing human metaphase II oocyte images.

BACKGROUND AND OBJECTIVE: The morphology of the human metaphase II (MII) oocyte is an essential indicator of the embryo's potential for developing int...

Jan 19 2021 33524814
Improving Global Healthcare and Reducing Costs Using Second-Generation Artificial Intelligence-Based Digital Pills: A Market Disruptor.

Improving global health requires making current and future drugs more effective and affordable. While healthcare systems around the world are faced w...

Jan 19 2021 33477865
Robust breast cancer detection in mammography and digital breast tomosynthesis using an annotation-efficient deep learning approach.

Breast cancer remains a global challenge, causing over 600,000 deaths in 2018 (ref. ). To achieve earlier cancer detection, health organizations world...

Jan 11 2021 33432172
Angle-closure assessment in anterior segment OCT images via deep learning.

Precise characterization and analysis of anterior chamber angle (ACA) are of great importance in facilitating clinical examination and diagnosis of an...

Jan 7 2021 33550010
Magnetically actuated intelligent hydrogel-based child-parent microrobots for targeted drug delivery.

Small intestine-targeted drug delivery by oral administration has aroused the growing interest of researchers. In this work, the child-parent microrob...

Jan 5 2021 33398321
How Can Reasoned Transparency Enhance Co-Creation in Healthcare and Remedy the Pitfalls of Digitization in Doctor-Patient Relationships?

This article addresses transparency in the current era of digital co-creation between healthcare professionals and patients. The concept of reasoned t...

Jan 2 2021 33590744
Worldwide diffusion of robotic approach in general surgery.

The robotic system has overcome some laparoscopic shortcomings, such as stereoscopic 3D-magnified vision, a stable camera and flexible and tremor filt...

Jan 2 2021 33389652
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