Výsledky vyhledávání - Automated Machine Learning algorithms

Machine Vision Methods, Natural Language Processing, and Machine Learning Algorithms for Automated Dispersion Plot Analysis and Chemical Identification from Complex Mixtures Autor Yeap, Danny, Hichwa, Paul T, Rajapakse, Maneeshin Y, Peirano, Daniel J, McCartney, Mitchell M, Kenyon, Nicholas J, Davis, Cristina E

“…, explosives detection) because of the difficulty involved in reconfiguring instrumentation hardware and data analysis software algorithms…”
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A Real-Time Automated Machine Learning Algorithm for Predicting Mortality in Trauma Patients: Survey Says it's Ready for Prime-Time Autor Park, Caroline, Loza-Avalos, Sandra E, Harvey, Jalen, Hirschkorn, Carol, Dultz, Linda A, Dumas, Ryan P, Sanders, Drew, Chowdhry, Vikas, Starr, Adam, Cripps, Michael

“…Though artificial intelligence ("AI") has been increasingly applied to patient care, many of these predictive models are retrospective and not readily…”
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An automated, machine learning–based detection algorithm for spike‐wave discharges (SWDs) in a mouse model of absence epilepsy Autor Pfammatter, Jesse A., Maganti, Rama K., Jones, Mathew V.

“… (SVM)–based algorithm for the automated detection of SWDs in the γ2R43Q mouse model of absence…”
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Man and the machine rise to the spike‐wave. Commentary on “An automated, machine learning‐based detection algorithm for spike‐wave discharges (SWDs) in a mouse model of absence epilepsy.” Autor Kelly, Kevin M.

“…[...]a challenge was embraced wholeheartedly by Pfammatter and colleagues. 1 They built an automated, machine learning…”
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Letter re: "Real-Time Automated Machine Learning Algorithm for Predicting Mortality in Trauma Patients: Survey Says It's Ready for Prime Time" Autor Mirhosseini, Mercedeh, Agustines, Davin

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Comparison of machine learning algorithms for slope stability prediction using an automated machine learning approach Autor Kurnaz, Talas Fikret, Erden, Caner, Dağdeviren, Uğur, Demir, Alparslan Serhat, Kökçam, Abdullah Hulusi

“… In this study, we investigated the effectiveness of advanced machine learning (ML) algorithms in classification-based slope stability assessment…”
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Validation of ‘Somnivore’, a Machine Learning Algorithm for Automated Scoring and Analysis of Polysomnography Data Autor Allocca, Giancarlo, Ma, Sherie, Martelli, Davide, Cerri, Matteo, Del Vecchio, Flavia, Bastianini, Stefano, Zoccoli, Giovanna, Amici, Roberto, Morairty, Stephen R., Aulsebrook, Anne E., Blackburn, Shaun, Lesku, John A., Rattenborg, Niels C., Vyssotski, Alexei L., Wams, Emma, Porcheret, Kate, Wulff, Katharina, Foster, Russell, Chan, Julia K. M., Nicholas, Christian L., Freestone, Dean R., Johnston, Leigh A., Gundlach, Andrew L.

“… Therefore, we evaluated a supervised machine learning algorithm, Somnivore , for automated wake-sleep stage classification…”
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Predicting the Recurrence of Common Bile Duct Stones After ERCP Treatment with Automated Machine Learning Algorithms Autor Shi, Yuqi, Lin, Jiaxi, Zhu, Jinzhou, Gao, Jingwen, Liu, Lu, Yin, Minyue, Yu, Chenyan, Liu, Xiaolin, Wang, Yu, Xu, Chunfang

“…). The clinical prediction models for the recurrence of CBDs after ERCP are lacking. Aims We aim to develop high-performance prediction models for the recurrence of CBDS after ERCP treatment using automated machine learning (AutoML…”
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Interpretation of glacier mass change within the Upper Yukon Watershed from GRACE using Explainable Automated Machine Learning Algorithms Autor Doumbia, Cheick, Rousseau, Alain N., Başağaoğlu, Hakan, Baraer, Michel, Chakraborty, Debaditya

“… for sustaining livelihoods in these regions. This paper presents the use of eXplainable Machine Learning (XML…”
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Evaluating various machine learning algorithms for automated inspection of culverts Autor Mohammadi, Pouria, Rashidi, Abbas, Malekzadeh, Masoud, Tiwari, Sushant

“… To overcome physical inspection challenges, this study proposed employing machine learning algorithms to predict the condition…”
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Validation of an automated machine learning algorithm for the detection and analysis of cerebral aneurysms Autor Colasurdo, Marco, Shalev, Daphna, Robledo, Ariadna, Vasandani, Viren, Luna, Zean Aaron, Rao, Abhijit S, Garcia, Roberto, Edhayan, Gautam, Srinivasan, Visish M, Sheth, Sunil A, Donner, Yoni, Bibas, Orin, Limzider, Nicole, Shaltoni, Hashem, Kan, Peter

“…Machine learning algorithms have shown groundbreaking results in neuroimaging. The authors herein evaluated the performance of a newly developed convolutional neural network (CNN…”
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Development and Evaluation of an Automated Machine Learning Algorithm for In-Hospital Mortality Risk Adjustment Among Critical Care Patients Autor Delahanty, Ryan J, Kaufman, David, Jones, Spencer S

“… Widespread adoption of electronic health records makes automated risk adjustment feasible. Using modern machine learning methods and open source tools, we developed…”
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Knowledge Discovery of Global Landslides Using Automated Machine Learning Algorithms Autor Sufi, Fahim K., Alsulami, Musleh

“… Using NASA's inventory of global landslide data, we developed a new machine learning (ML)-based system for town planners, disaster recovery strategists, and landslide researchers…”
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Spatial modeling of brine level and salinity in the Qarhan Salt Lake using GIS and automated machine learning algorithms Autor Yu, Dongmei, Wang, Zitao, Yue, Chao, Wang, Jianping

“… This study developed an automated machine learning (AutoML) approach to model brine levels and salinity, providing a tool for informed resource management decisions…”
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Prediction and multi-objective optimization of mechanical, economical, and environmental properties for strain-hardening cementitious composites (SHCC) based on automated machine learning and metaheuristic algorithms Autor Mahjoubi, Soroush, Barhemat, Rojyar, Guo, Pengwei, Meng, Weina, Bao, Yi

“…) based on automated machine learning. Three machine learning models are developed to predict the compressive strength, tensile strength, and ductility of SHCC…”
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Evaluation of Wearable Acoustic Sensors and Machine Learning Algorithms for Automated Measurement of Left Ventricular Ejection Fraction Autor Howard-Quijano, Kimberly, Saraf, Kanav, Borgstrom, Per, Baek, Christopher, Wasko, Michael, Zhang, Xu, Zheng, Yi, Saba, Samir, Mukkamala, Rama, Kaiser, William, Mahajan, Aman

“…]) that compute EF using waveform machine learning on cardiac acoustic signals. The primary aim was to compare the accuracy of CPS EF with TTE EF…”
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CR19: a framework for preliminary detection of COVID-19 in cough audio signals using machine learning algorithms for automated medical diagnosis applications Autor Hemdan, Ezz El-Din, El-Shafai, Walid, Sayed, Amged

“…Today, there is a level of panic and chaos dominating the entire world due to the massive outbreak in the second wave of COVID-19 disease. As the disease has…”
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Automated Machine Learning Algorithm Using Recurrent Neural Network to Perform Long-Term Time Series Forecasting Autor Su, Ying, Wang, Morgan C., Liu, Shuai

“…Long-term time series forecasting stands as a crucial research domain within the realm of automated machine learning (AutoML…”
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AutoHVSR: A machine-learning-supported algorithm for the fully-automated processing of horizontal-to-vertical spectral ratio measurements Autor Vantassel, Joseph P., Stolte, Andrew C., Wotherspoon, Liam M., Cox, Brady R.

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A Survey of Wearable Sensors and Machine Learning Algorithms for Automated Stroke Rehabilitation Autor Sengupta, Nandini, Rao, Aravinda S., Yan, Bernard, Palaniswami, Marimuthu

“… This article highlights how combining wearable devices and machine learning (ML) produces new pathways for effective stroke rehabilitation…”
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