Search Results - Healthcare machine-learning algorithms

Beyond bias and discrimination: redefining the AI ethics principle of fairness in healthcare machine-learning algorithms by Giovanola, Benedetta, Tiribelli, Simona

“…The increasing implementation of and reliance on machine-learning (ML) algorithms to perform tasks, deliver services and make decisions in health and healthcare…”
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Big Data Analytics in Healthcare using Machine Learning Algorithms: A Comparative Study by Akundi, Sai Hanuman, R, Soujanya, PM, Madhuri

“… We can use the Big Data analysis to make proper decision in the health system by tweaking some of the current machine learning algorithms…”
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A Catalogue of Machine Learning Algorithms for Healthcare Risk Predictions by Mavrogiorgou, Argyro, Kiourtis, Athanasios, Kleftakis, Spyridon, Mavrogiorgos, Konstantinos, Zafeiropoulos, Nikolaos, Kyriazis, Dimosthenis

“… To achieve this, there exist a plethora of machine learning (ML) algorithms, while, especially in healthcare, this complexity increases due…”
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Towards a decision support tool for intensive care discharge: machine learning algorithm development using electronic healthcare data from MIMIC-III and Bristol, UK by McWilliams, Christopher J, Lawson, Daniel J, Santos-Rodriguez, Raul, Gilchrist, Iain D, Champneys, Alan, Gould, Timothy H, Thomas, Mathew JC, Bourdeaux, Christopher P

“…ObjectiveThe primary objective is to develop an automated method for detecting patients that are ready for discharge from intensive care.DesignWe used two…”
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Performance Prediction of Listed Companies in Smart Healthcare Industry: Based on Machine Learning Algorithms by Dong, Baobao, Wang, Xiangming, Cao, Qi

“… the problem of financing difficulties. In this study, machine learning algorithm is used to predict performance, which can not only deal with a large amount of data and characteristic variables but also analyse different types…”
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Privacy Protection of Healthcare Data over Social Networks Using Machine Learning Algorithms by Khan, Shakir, Saravanan, V., N, Gnanaprakasam C., Lakshmi, T. Jaya, Deb, Nabamita, Othman, Nashwan Adnan

“…With the rapid development of mobile medical care, medical institutions also have the hidden danger of privacy leakage while sharing personal medical data…”
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Big data and machine learning algorithms for health-care delivery by Ngiam, Kee Yuan, Khor, Ing Wei

“…Analysis of big data by machine learning offers considerable advantages for assimilation and evaluation of large amounts of complex health-care data…”
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A Comprehensive Review on Machine Learning in Healthcare Industry: Classification, Restrictions, Opportunities and Challenges by An, Qi, Rahman, Saifur, Zhou, Jingwen, Kang, James Jin

“… In the current literature, there are very few studies that address machine learning algorithms to improve healthcare data accuracy and efficiency…”
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Correction: Beyond bias and discrimination: redefining the AI ethics principle of fairness in healthcare machine-learning algorithms by Giovanola, Benedetta, Tiribelli, Simona

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An assessment of machine learning algorithms for healthcare analysis based on improved MapReduce by Sukanya, J., Gandhi, K. Rajiv, Palanisamy, V.

“…•Most of researchers to awareness at the prediction, clustering, rule generation, decision tree and machine learning algorithm for figuring out and predicting the danger of the sufferers primarily…”
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Diabetes prediction in healthcare systems using machine learning algorithms on Hadoop cluster by Yuvaraj, N., SriPreethaa, K. R.

“… Various Machine Learning algorithms are proposed which automates the working model of health care systems and enhances the accuracy of disease prediction…”
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Intelligent cervical cancer detection: empowering healthcare with machine learning algorithms by Yadav, Uma, D. Bondre, Vipin, Bondre, Shweta V., Thakre, Bhakti, Agrawal, Poorva, Thakur, Shruti

“… Early detection is critical for improving treatment outcomes and survival rates. This study employs machine learning (ML…”
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Forecasting healthcare service volumes with machine learning algorithms by Yang, Dong‐Hui, Zhu, Ke‐Hui, Wang, Ruo‐Nan

“… Through feature selection, appropriate features are screened, and machine learning algorithms are leveraged to accurately forecast doctors' online consultation volume…”
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Adaptive secure malware efficient machine learning algorithm for healthcare data by Mohammed, Mazin Abed, Lakhan, Abdullah, Zebari, Dilovan Asaad, Abdulkareem, Karrar Hameed, Nedoma, Jan, Martinek, Radek, Tariq, Usman, Alhaisoni, Majed, Tiwari, Prayag

“… The ransom injunction is constantly accompanied by a deadline. These days, ransomware attacks are too common on IoT healthcare devices…”
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Hospital-acquired infections surveillance: The machine-learning algorithm mirrors National Healthcare Safety Network definitions by Lukasewicz Ferreira, Stephani Amanda, Franco Meneses, Arateus Crysham, Vaz, Tiago Andres, da Fontoura Carvalho, Otavio Luiz, Hubner Dalmora, Camila, Pressotto Vanni, Daiane, Ribeiro Berti, Isabele, Pires dos Santos, Rodrigo

“…Surveillance of hospital-acquired infections (HAIs) is the foundation of infection control. Machine learning (ML…”
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Development of an IoT-based and cloud-based disease prediction and diagnosis system for healthcare using machine learning algorithms by Abdali-Mohammadi, Fardin, N. Meqdad, Maytham, Kadry, Seifedine

“… In the past few years, IoT-based health care programs have provided multidimensional features and services in real time…”
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Indoor navigation app of healthcare facilities using machine learning algorithms by Alsaaideh, Maysa, Al-Bayari, Omar, Alsaaidah, Bayan

“… on the country’s healthcare infrastructure, further strained by the emergence of new diseases. To address the challenge of indoor navigation within hospitals, this research leverages Location-Based Services (LBS…”
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A Systematic Review on IoT and Machine Learning Algorithms in E-Healthcare by Tenepalli, Deepika, T M, Navamani

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Predicting thermal comfort of healthcare workers in hot environments based on machine learning algorithms by Wenfang, Song, Sijing, Yu, Ziyu, Liu, Rong, Tang, Qiuyue, Ding, Shiqing, Zhou, Xiaolan, Wang

“…•A machine learning model was developed to predict thermal comfort in healthcare workers…”
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Green Computing Process and its Optimization Using Machine Learning Algorithm in Healthcare Sector by Zubar, A. H., Balamurugan, R.

“…Handling the information is crucial task in healthcare sector; the data mining techniques will be right choice to address the complex problems…”
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