Search Results - "Huang, A."

Use of machine learning to identify risk factors for insomnia by Huang, Alexander A, Huang, Samuel Y

“…Sleep is critical to a person's physical and mental health, but there are few studies systematically assessing risk factors for sleep disorders. The objective…”
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Increasing transparency in machine learning through bootstrap simulation and shapely additive explanations by Huang, Alexander A, Huang, Samuel Y

“…Machine learning methods are widely used within the medical field. However, the reliability and efficacy of these models is difficult to assess, making it…”
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A Major Epigenetic Programming Mechanism Guided by piRNAs by Huang, Xiao A., Yin, Hang, Sweeney, Sarah, Raha, Debasish, Snyder, Michael, Lin, Haifan

“…A central enigma in epigenetics is how epigenetic factors are guided to specific genomic sites for their function. Previously, we reported that a Piwi-piRNA…”
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Greenwash and green purchase behaviour: the mediation of green brand image and green brand loyalty by Chen, Yu-Shan, Huang, A-Fen, Wang, Ting-Yu, Chen, Ying-Rong

“…This paper discusses the influence of firms' greenwash on their consumers' green purchase behaviour and explores the mediation roles of their green brand image…”
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Use of feature importance statistics to accurately predict asthma attacks using machine learning: A cross-sectional cohort study of the US population by Huang, Alexander A, Huang, Samuel Y

“…Asthma attacks are a major cause of morbidity and mortality in vulnerable populations, and identification of associations with asthma attacks is necessary to…”
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Critical review of the state of the art in multi-material fabrication via directed energy deposition by Feenstra, D.R., Banerjee, R., Fraser, H.L., Huang, A., Molotnikov, A., Birbilis, N.

“…•A visual cataloguing of the research on multi-material fabrication via DED completed to date is presented.•A critical review of the emerging design approaches…”
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On the corrosion of a high solute Al-Zn-Mg alloy produced by laser powder bed fusion by Babu, A.P., Choudhary, S., Griffith, J.C., Huang, A., Birbilis, N.

“…•The corrosion of a high solute Al-14Zn-3Mg prepared by laser powder bed fusion (LPBF) was investigated.•The as-LPBF Al-14Zn-3Mg revealed a low corrosion rate…”
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Microstructural characterization of binary microstructure pattern in selective laser-melted Ti-6Al-4V by Neikter, M., Huang, A., Wu, X.

“…Selective laser melting (SLM) is an additive manufacturing process that offers efficient manufacturing of complex parts with good mechanical properties. For…”
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Effects of boron addition on microstructures and mechanical properties of Ti-6Al-4V manufactured by direct laser deposition by Zhang, K., Tian, X., Bermingham, M., Rao, J., Jia, Q., Zhu, Y., Wu, X., Cao, S., Huang, A.

“…Large columnar grains with strong texture in direct laser deposited (DLDed) Ti-6Al-4V (Ti-64) is widely reported to cause issues like strong mechanical…”
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Dendrogram of transparent feature importance machine learning statistics to classify associations for heart failure: A reanalysis of a retrospective cohort study of the Medical Information Mart for Intensive Care III (MIMIC-III) database by Huang, Alexander A, Huang, Samuel Y

“…There is a continual push for developing accurate predictors for Intensive Care Unit (ICU) admitted heart failure (HF) patients and in-hospital mortality. The…”
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Application of a transparent artificial intelligence algorithm for US adults in the obese category of weight by Huang, Alexander A, Huang, Samuel Y

“…Identification of associations between the obese category of weight in the general US population will continue to advance our understanding of the condition…”
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Dietary fatty acid oxidation is decreased in non‐alcoholic fatty liver disease: A palmitate breath test study by Naguib, Gihan, Morris, Nevitt, Yang, Shanna, Fryzek, Nancy, Haynes‐Williams, Vanessa, Huang, Wen‐Chun A., Norman‐Wheeler, Jaha, Rotman, Yaron

“…Background & Aim Hepatic fat excess in non‐alcoholic fatty liver disease (NAFLD) reflects an imbalance between fat accumulation and disposal. Conflicting data…”
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ITD mutation in FLT3 tyrosine kinase promotes Warburg effect and renders therapeutic sensitivity to glycolytic inhibition by Ju, H-Q, Zhan, G, Huang, A, Sun, Y, Wen, S, Yang, J, Lu, W-h, Xu, R-h, Li, J, Li, Y, Garcia-Manero, G, Huang, P, Hu, Y

“…Internal tandem duplication (ITD) mutation in Fms-like tyrosine kinase 3 gene (FLT3/ITD) represents an unfavorable genetic change in acute myeloid leukemia…”
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On generalised estimating equations for vector regression by Huang, A.

“…Summary Generalised estimating equations (GEE) for regression problems with vector‐valued responses are examined. When the response vectors are of mixed type…”
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A Novel Next-Generation Sequencing Approach to Detecting Microsatellite Instability and Pan-Tumor Characterization of 1000 Microsatellite Instability–High Cases in 67,000 Patient Samples by Trabucco, Sally E., Gowen, Kyle, Maund, Sophia L., Sanford, Eric, Fabrizio, David A., Hall, Michael J., Yakirevich, Evgeny, Gregg, Jeffrey P., Stephens, Phil J., Frampton, Garrett M., Hegde, Priti S., Miller, Vincent A., Ross, Jeffrey S., Hartmaier, Ryan J., Huang, Shih-Min A., Sun, James X.

“…Microsatellite instability (MSI) is an important biomarker for predicting response to immune checkpoint inhibitor therapy, as emphasized by the recent…”
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Use of machine learning to identify risk factors for coronary artery disease by Huang, Alexander A, Huang, Samuel Y

“…Coronary artery disease (CAD) is the leading cause of death in both developed and developing nations. The objective of this study was to identify risk factors…”
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Transcranial alternating current stimulation entrains alpha oscillations by preferential phase synchronization of fast-spiking cortical neurons to stimulation waveform by Huang, Wei A., Stitt, Iain M., Negahbani, Ehsan, Passey, D. J., Ahn, Sangtae, Davey, Marshall, Dannhauer, Moritz, Doan, Thien T., Hoover, Anna C., Peterchev, Angel V., Radtke-Schuller, Susanne, Fröhlich, Flavio

“…Computational modeling and human studies suggest that transcranial alternating current stimulation (tACS) modulates alpha oscillations by entrainment. Yet, a…”
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Differential effects of treadmill running and wheel running on spatial or aversive learning and memory: roles of amygdalar brain-derived neurotrophic factor and synaptotagmin I by Liu, Yu‐Fan, Chen, Hsiun‐ing, Wu, Chao‐Liang, Kuo, Yu‐Min, Yu, Lung, Huang, A‐Min, Wu, Fong‐Sen, Chuang, Jih‐Ing, Jen, Chauying J.

“…Chronic exercise has been reported to improve cognitive function. However, whether and how different types of exercise affect various learning and memory tasks…”
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Increased Hospitalizations Involving Fungal Infections during COVID-19 Pandemic, United States, January 2020-December 2021 by Gold, Jeremy A W, Adjei, Stacey, Gundlapalli, Adi V, Huang, Ya-Lin A, Chiller, Tom, Benedict, Kaitlin, Toda, Mitsuru

“…Hospitalizations involving fungal infections increased 8.5% each year in the United States during 2019-2021. During 2020-2021, patients hospitalized with…”
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Shapely additive values can effectively visualize pertinent covariates in machine learning when predicting hypertension by Huang, Alexander A., Huang, Samuel Y.

“…Machine learning methods are widely used within the medical field to enhance prediction. However, little is known about the reliability and efficacy of these…”
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