113.116 hasil untuk machine learning
Menampilkan 861–880 · 1,24 detik · RSS
-
Artikel Jurnal Teks lengkap
Review of Machine Learning in Predicting Dermatological Outcomes
…its problem solving, decision making and pattern recognition abilities. Machine learning, a subset of artificial intelligence, hones in on the ability of computers to receive data and learn for themselves, manipulating algorithms as they organize the information they are processing. Dermatology is…
-
Artikel Jurnal Teks lengkap
Predictive Supervised Machine Learning Models for Diabetes Mellitus
…Specialist Hospital, Kano, and used to develop predictive supervised machine learning models based on logistic regression, support vector machine, K-nearest neighbor, random forest, naive Bayes and gradient booting algorithms. The random forest predictive learning-based model appeared to be one of…
-
Artikel Jurnal Teks lengkap
Prediction of hepatitis E using machine learning models
…METHODS: Autoregressive integrated moving average(ARIMA), support vector machine(SVM) and long short-term memory(LSTM) recurrent neural network were adopted and compared. ARIMA was implemented by python with the help of statsmodels. SVM was accomplished by matlab with libSVM library. LSTM was…
-
Artikel Jurnal Teks lengkap
A Machine Learning Method for Drug Combination Prediction
…accuracy by using the neighbor recommender method combined with ensemble learning algorithms. By conducting feature assessment analysis, we selected the most useful drug features and achieved 0.964 AUC in the ensemble models. The comparison results showed that the ensemble models outperform…
-
Artikel Jurnal Teks lengkap
Forecasting outbound student mobility: A machine learning approach
BACKGROUND: A country’s ability to become a prominent knowledge economy is tied closely to its ability to acquire skilled people who can compete internationally while resolving challenges of the future. To equip students with competence that can only by gained by being immersed in a foreign…
-
Artikel Jurnal Teks lengkap
Review of machine learning methods in soft robotics
…limitations, recent studies have applied various approaches based on machine learning. This paper presents existing machine learning techniques in the soft robotic fields and categorizes the implementation of machine learning approaches in different soft robotic applications, which include soft…
-
Artikel Jurnal Teks lengkap
Machine learning-based cytokine microarray digital immunoassay analysis
…and highly multiplexed microfluidic digital immunoassay by incorporating machine learning-based autonomous image analysis. The assay has achieved 12-plexed biomarker detection in sample volume
-
Artikel Jurnal Teks lengkap
Machine learning a model for RNA structure prediction
RNA function crucially depends on its structure. Thermodynamic models currently used for secondary structure prediction rely on computing the partition function of folding ensembles, and can thus estimate minimum free-energy structures and ensemble populations. These models sometimes fail in…
-
Artikel Jurnal Teks lengkap
Harnessing machine learning for development of microbiome therapeutics
…provide a mine of information for the development of new therapeutics. Machine learning (ML), a branch of artificial intelligence, offers powerful techniques for big data analysis and prediction-making, that are out of reach of human intellect alone. This review will explore how ML can be applied…
-
Artikel Jurnal Teks lengkap
Machine learning predictive model for severe COVID-19
To develop a modified predictive model for severe COVID-19 in people infected with Sars-Cov-2. We developed the predictive model for severe patients of COVID-19 based on the clinical date from the Tumor Center of Union Hospital affiliated with Tongji Medical College, China. A total of 151 cases…
-
Artikel Jurnal Teks lengkap
Applied Machine Learning for Stochastic Local Volatility Calibration
…spot is given by the model dynamics. Here we suggest to use methods from machine learning to improve the estimation process. We show examples from foreign exchange.
-
Artikel Jurnal Teks lengkap
Informatics and machine learning methods for health applications
The 2020 International Conference on Intelligent Biology and Medicine (ICIBM 2020) provided a multidisciplinary forum for computational scientists and experimental biologists to share recent advances on all aspects of intelligent computing, informatics and data science in biology and medicine…
-
Artikel Jurnal Teks lengkap
Predicting preventable hospital readmissions with causal machine learning
OBJECTIVE: To assess both the feasibility and potential impact of predicting preventable hospital readmissions using causal machine learning applied to data from the implementation of a readmissions prevention intervention (the Transitions Program). DATA SOURCES: Electronic health records…
-
Artikel Jurnal Teks lengkap
Machine learning in plant science and plant breeding
…from these measurements and to integrate various data sets. Concurrently, machine learning has rapidly evolved and is now widely applied in science in general and in plant genotyping and phenotyping in particular. Here, we review the application of machine learning in the context of plant science…
-
Artikel Jurnal Teks lengkap
Identifying Ethical Considerations for Machine Learning Healthcare Applications
Along with potential benefits to healthcare delivery, machine learning healthcare applications (ML-HCAs) raise a number of ethical concerns. Ethical evaluations of ML-HCAs will need to structure the overall problem of evaluating these technologies, especially for a diverse group of stakeholders…
-
Artikel Jurnal Teks lengkap
Personalized Body Constitution Inquiry Based on Machine Learning
…the lack of subjective feeling information can reduce the accuracy of the machine to imitate the doctor's diagnosis. The Constitution in Chinese Medicine Questionnaire (CCMQ) is used to collect subjective information but suffers from low acquisition efficiency. METHODS: This paper presents a…
Menampilkan maksimal 50 halaman. Persempit pencarian dengan filter untuk hasil yang lebih spesifik.