Search Results - "Yinfei Kong"

Advancing theory development: exploring the leadership-climate relationship as a mechanism of the implementation of cultural competence by Guerrero, Erick G, Fenwick, Karissa, Kong, Yinfei

“…Leadership style and specific organizational climates have emerged as critical mechanisms to implement targeted practices in organizations. Drawing from…”
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Group Lasso Regularized Deep Learning for Cancer Prognosis from Multi-Omics and Clinical Features by Xie, Gangcai, Dong, Chengliang, Kong, Yinfei, Zhong, Jiang F, Li, Mingyao, Wang, Kai

“…Accurate prognosis of patients with cancer is important for the stratification of patients, the optimization of treatment strategies, and the design of…”
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Gender disparities in opioid treatment progress in methadone versus counseling by Guerrero, Erick, Amaro, Hortensia, Kong, Yinfei, Khachikian, Tenie, Marsh, Jeanne C

“…In the United States, the high dropout rate (75%) in opioid use disorder (OUD) treatment among women and racial/ethnic minorities calls for understanding…”
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Understanding the role of financial capacity in the delivery of opioid use disorder treatment by Guerrero, Erick G, Amaro, Hortensia, Kong, Yinfei, Khachikian, Tenie, Marsh, Jeanne C

“…Opioid treatment programs must have adequate financial capacity to sustain operations and deliver a high standard of care for individuals suffering from opioid…”
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Disparities in expected driving time to opioid treatment and treatment completion: findings from an exploratory study by Alibrahim, Abdullah, Marsh, Jeanne C, Amaro, Hortensia, Kong, Yinfei, Khachikian, Tenie, Guerrero, Erick

“…Commuting time to treatment has been shown to affect healthcare outcomes such as engagement and initiation. The purpose of this study is to extend this line of…”
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Integrated DNA Methylation/RNA Profiling in Middle Temporal Gyrus of Alzheimer’s Disease by Piras, Ignazio S., Brokaw, Danielle, Kong, Yinfei, Weisenberger, Daniel J., Krate, Jonida, Delvaux, Elaine, Mahurkar, Swapna, Blattler, Adam, Siegmund, Kimberly D., Sue, Lucia, Serrano, Geidy E., Beach, Thomas G., Laird, Peter W., Huentelman, Matthew J., Coleman, Paul D.

“…Alzheimer’s disease is a neurodegenerative disorder clinically defined by gradual cognitive impairment and alteration in executive function. We conducted an…”
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Correction to: Disparities in expected driving time to opioid treatment and treatment completion: findings from an exploratory study by Alibrahim, Abdullah, Marsh, Jeanne C, Amaro, Hortensia, Kong, Yinfei, Khachikian, Tenie, Guerrero, Erick

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Exploring Gender and Ethnoracial Differences and Trends in Methamphetamine Treatment by Guerrero, Erick G, Amaro, Hortensia, Kong, Yinfei, Khachikian, Tenie, Marsh, Jeanne C

“…Introduction: Given the significant rise in methamphetamine use and related mortality in the United States, it is critical to explore differences in treatment…”
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Workforce Diversity and disparities in wait time and retention among opioid treatment programs by Guerrero, Erick G, Kong, Yinfei, Frimpong, Jemima A, Khachikian, Tenie, Wang, Suojin, D'Aunno, Thomas, Howard, Daniel L

“…Workforce diversity is a key strategy to improve treatment engagement among members of racial and ethnic minority groups. In this study, we seek to determine…”
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Disparities in opioid treatment access and retention among women based on pregnancy status from 2006 to 2017 by Khachikian, Tenie, Amaro, Hortensia, Guerrero, Erick, Kong, Yinfei, Marsh, Jeanne C.

“…•The present study assesses differences in access and retention for pregnant women in opioid treatment programs.•Pregnant women spend less time waiting for…”
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Identifying and reducing disparities in successful addiction treatment completion: testing the role of Medicaid payment acceptance by Guerrero, Erick G, Garner, Bryan R, Cook, Benjamin, Kong, Yinfei, Vega, William A, Gelberg, Lillian

“…Medicaid has become the largest payer of substance use disorder treatment and may enhance access to quality care and reduce disparities. We tested whether…”
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Spanish language proficiency among providers and Latino clients' engagement in substance abuse treatment by Guerrero, Erick G, Khachikian, Tenie, Kim, Tina, Kong, Yinfei, Vega, William A

“…Abstract Quality of care, such as provision of services in Spanish, is a common factor believed to improve treatment engagement among Spanish-speaking Latinos…”
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The Temporal Relationship Between Medicaid Payment Acceptance and the Implementation of Medication-Assisted Drug Treatment by Guerrero, Erick G, Garner, Bryan R, Cook, Benjamin, Kong, Yinfei, Vega, William A

“…Objective: To examine the temporal relationship of Medicaid funding on the implementation of evidence-based practices (EBPs) in outpatient substance use…”
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DeepLINK: Deep learning inference using knockoffs with applications to genomics by Zhu, Zifan, Fan, Yingying, Kong, Yinfei, Lv, Jinchi, Sun, Fengzhu

“…We propose a deep learning-based knockoffs inference framework, DeepLINK, that guarantees the false discovery rate (FDR) control in high-dimensional settings…”
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INTERACTION PURSUIT IN HIGH-DIMENSIONAL MULTI-RESPONSE REGRESSION VIA DISTANCE CORRELATION by Kong, Yinfei, Li, Daoji, Fan, Yingying, Lv, Jinchi

“…Feature interactions can contribute to a large proportion of variation in many prediction models. In the era of big data, the coexistence of high…”
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FDR control and power analysis for high-dimensional logistic regression via StabKoff by Yuan, Panxu, Kong, Yinfei, Li, Gaorong

“…Identifying significant variables for the high-dimensional logistic regression model is a fundamental problem in modern statistics and machine learning. This…”
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High-Dimensional Interaction Detection With False Sign Rate Control by Li, Daoji, Kong, Yinfei, Fan, Yingying, Lv, Jinchi

“…Identifying interaction effects is fundamentally important in many scientific discoveries and contemporary applications, but it is challenging since the number…”
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ABA-insensitive (ABI) 4 and ABI5 synergistically regulate DGAT1 expression in Arabidopsis seedlings under stress by Kong, Yinfei, Chen, Songbin, Yang, Yang, An, Chengcai

“…•TAG accumulation in Arabidopsis seedlings is an important stress response.•DGAT1 expression in Arabidopsis seedling is induced by stress.•Both ABI4 and ABI5…”
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Statistical inference of heterogeneous treatment effect based on single-index model by Feng, Sanying, Kong, Kaidi, Kong, Yinfei, Li, Gaorong, Wang, Zhaoliang

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INNOVATED INTERACTION SCREENING FOR HIGH-DIMENSIONAL NONLINEAR CLASSIFICATION by Fan, Yingying, Kong, Yinfei, Li, Daoji, Zheng, Zemin

“…This paper is concerned with the problems of interaction screening and nonlinear classification in a high-dimensional setting. We propose a two-step procedure,…”
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