Ml In Health Care Research Paper
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Significance of machine learning in healthcare - ScienceDirect
(7 days ago) WEBMachine Learning (ML) is a subtype of Artificial Intelligence (AI) technology that aims to improve the speed and accuracy of physicians' work. •. This paper identifies …
https://www.sciencedirect.com/science/article/pii/S2666603022000069
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A Comprehensive Review on Machine Learning in Healthcare …
(4 days ago) WEBThis study’s primary goal was to fill the knowledge gap in the application of machine learning in healthcare. The following are this paper’s contributions: Most …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10180678/
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Shifting machine learning for healthcare from development to
(Just Now) WEBThe past decade of research in ML in healthcare has focused on model development, and the next decade will be defined by model deployment into clinical …
https://www.nature.com/articles/s41551-022-00898-y
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Applied machine learning in cancer research: A systematic review …
(3 days ago) WEB2. Literature review. The PubMed biomedical repository and the dblp computer science bibliography were selected to perform a literature overview on ML …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8523813/
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Machine learning applications in healthcare sector: An overview
(7 days ago) WEBML is applied to analyse medical records and disease forecasts. In our study, we review several ML algorithms, applications, techniques, opportunities, and …
https://www.sciencedirect.com/science/article/pii/S2214785321077749
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Full article: Systematic reviews of machine learning in healthcare: a
(6 days ago) WEBWe conducted a review of systematic literature reviews (SLRs) covering ML algorithms developed for medical purposes. The objective of our research was two …
https://www.tandfonline.com/doi/full/10.1080/14737167.2023.2279107
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Improving the quality of machine learning in health - Nature
(Just Now) WEBMachine learning in healthcare (MLH) generally aims to predict some clinical outcome on the basis of multiple predictors. The potential of MLH is vast, with …
https://www.nature.com/articles/s42256-020-00239-1
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Using machine learning for healthcare challenges and …
(7 days ago) WEBMachine learning (ML) is an old concept that has recently gained a lot of attention due to the explosion of data generation processes in healthcare. According to …
https://www.sciencedirect.com/science/article/pii/S2352914822000739
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Machine Learning in Healthcare Analytics: A State-of-the-Art
(Just Now) WEBThe use of machine learning (ML) models have become a crucial factor in the growing field of healthcare, ushering in a new era of medical research and diagnosis. …
https://link.springer.com/article/10.1007/s11831-024-10098-3
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How to develop machine learning models for healthcare
(9 days ago) WEBAdvances in machine learning (ML), faster processors and the availability of digitized healthcare data have contributed to a growing number of papers describing ML applications in healthcare.
https://www.nature.com/articles/s41563-019-0345-0
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Machine Learning in Healthcare: A Review - IEEE Xplore
(4 days ago) WEBMachine Learning is modern and highly sophisticated technological applications became a huge trend in the industry. Machine Learning is Omni present …
https://ieeexplore.ieee.org/document/8474918
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The role of machine learning in clinical research: transforming the
(5 days ago) WEBInterest in the application of machine learning (ML) to the design, conduct, and analysis of clinical trials has grown, but the evidence base for such applications has …
https://trialsjournal.biomedcentral.com/articles/10.1186/s13063-021-05489-x
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Evaluating Explainable Machine Learning Models for Clinicians
(Just Now) WEBArtificial intelligence (AI) and, in particular, machine learning (ML) may potentially revolutionize healthcare if machine learning-based predictors (MLBPs) will …
https://link.springer.com/article/10.1007/s12559-024-10297-x
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Machine Learning in Mental Health: A Systematic Review of the …
(7 days ago) WEBFurther excluded were papers that described ML research outside a specific focus on mental health (n = 16 [21, (n = 26) did not include any mention of ethics despite their …
https://dl.acm.org/doi/fullHtml/10.1145/3398069
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Review of Machine Learning and Artificial Intelligence in Health Care
(5 days ago) WEBML has made considerable strides in recent years, with applications in many different fields of study and industry. The prospective applications of machine learning technology in healthcare are discussed in this article, along with a number of industry-wide projects. Advanced ml has become a significant industrial trend with highly specialized …
https://ieeexplore.ieee.org/document/10183193
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Healthcare predictive analytics using machine learning and deep
(6 days ago) WEBHealthcare prediction has been a significant factor in saving lives in recent years. In the domain of health care, there is a rapid development of intelligent systems …
https://jesit.springeropen.com/articles/10.1186/s43067-023-00108-y
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Machine learning applications in healthcare sector: An overview
(3 days ago) WEBIn our study, we review several ML algorithms, applications, techniques, opportunities, and challenges for the healthcare sector. This paper fills a research gap …
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Machine Learning in Healthcare - PubMed
(1 days ago) WEBAbstract. Recent advancements in Artificial Intelligence (AI) and Machine Learning (ML) technology have brought on substantial strides in predicting and identifying health emergencies, disease populations, and disease state and immune response, amongst a few. Although, skepticism remains regarding the practical application and …
https://pubmed.ncbi.nlm.nih.gov/35273459/
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(PDF) Privacy-preserving machine learning for healthcare: open
(1 days ago) WEBDue to the sensitive nature of medical data, privacy must be considered along the entire ML pipeline, from model training to inference. In this paper, we conduct …
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Healthcare Special Issue : Artificial Intelligence (AI) and - MDPI
(Just Now) WEBFeature papers represent the most advanced research with significant potential for high impact in the field. A Feature Paper should be a substantial original …
https://www.mdpi.com/journal/healthcare/special_issues/AIML_Healthcare
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A Systematic Review on the Use of AI and ML for Fighting the COVID-19 …
(4 days ago) WEBArtificial intelligence (AI) and machine learning (ML) have caused a paradigm shift in healthcare that can be used for decision support and forecasting by exploring medical data. Recent studies have shown that AI and ML can be used to fight COVID-19. The objective of this article is to summarize the recent AI- and ML-based studies that have addressed …
https://ieeexplore.ieee.org/document/9366414
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The role of artificial intelligence in healthcare: a structured
(2 days ago) WEBThis paper evaluated AI in healthcare research streams using the SLR method [].As suggested by Massaro et al. [], an SLR enables the study of the scientific …
https://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-021-01488-9
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Systematic Mapping Study of AI/Machine Learning in Healthcare …
(Just Now) WEBThis study attempts to categorise research conducted in the area of: use of machine learning in healthcare, using a systematic mapping study methodology.In our …
https://link.springer.com/article/10.1007/s42979-021-00848-6
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Journal of Medical Internet Research - Redefining Health Care …
(4 days ago) WEBThis paper is in the following e-collection/theme issue: E-Health Policy and Health Systems Innovation (201) Natural Language Processing (622) Ontologies, …
https://www.jmir.org/2024/1/e56614
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The Future of Health care: Machine Learning - ResearchGate
(3 days ago) WEBAbstract. Machine learning (ML) is a rising field. Machine learning is to find patterns automatically and reason about data.ML enables persona l-. ized care called …
https://www.researchgate.net/publication/328074617_The_Future_of_Health_care_Machine_Learning
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Artificial intelligence in healthcare: transforming the practice of
(3 days ago) WEBIntroduction. Healthcare systems around the world face significant challenges in achieving the ‘quadruple aim’ for healthcare: improve population health, improve the patient's …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8285156/
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Here’s what’s really going on inside an LLM’s neural network
(3 days ago) WEBNow, new research from Anthropic offers a new window into what's going on inside the Claude LLM's "black box." The company's new paper on "Extracting …
https://arstechnica.com/ai/2024/05/heres-whats-really-going-on-inside-an-llms-neural-network/
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Journal of Medical Internet Research - Vulnerability to …
(4 days ago) WEBBackground: Health care organizations worldwide are faced with an increasing number of cyberattacks and threats to their critical infrastructure. These …
https://www.jmir.org/2024/1/e46904
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