Interactive model building for Q-learning

Por Laber, Eric B., Linn, Kristin A., Stefanski, Leonard A.
Publicado no Biometrika (2014)

iqLearn: Interactive Q-Learning in R

Por Linn, Kristin A., Laber, Eric B., Stefanski, Leonard A.
Publicado no J Stat Softw (2015)

Interactive Q-learning for Quantiles

Por Linn, Kristin A., Laber, Eric B., Stefanski, Leonard A.
Publicado no J Am Stat Assoc (2017)

Multivariate Pattern Analysis and Confounding in Neuroimaging

Por Linn, Kristin A., Gaonkar, Bilwaj, Doshi, Jimit, Davatzikos, Christos, Shinohara, Russell T.
Publicado no Int J Biostat (2016)

Control-Group Feature Normalization for Multivariate Pattern Analysis of Structural MRI Data using the Support Vector Machine

Por Linn, Kristin A., Gaonkar, Bilwaj, Satterthwaite, Theodore D., Doshi, Jimit, Davatzikos, Christos, Shinohara, Russell T.
Publicado no Neuroimage (2016)

Subgroups of High-Cost Medicare Advantage Patients: an Observational Study

Por Powers, Brian W., Yan, Jiali, Zhu, Jingsan, Linn, Kristin A., Jain, Sachin H., Kowalski, Jennifer L., Navathe, Amol S.
Publicado no J Gen Intern Med (2018)

Applying Machine Learning Algorithms to Segment High-Cost Patient Populations

Por Yan, Jiali, Linn, Kristin A., Powers, Brian W., Zhu, Jingsan, Jain, Sachin H., Kowalski, Jennifer L., Navathe, Amol S.
Publicado no J Gen Intern Med (2018)

Assessment of Medicaid Beneficiaries Included in Community Engagement Requirements in Kentucky

Por Venkataramani, Atheendar S., Bair, Elizabeth F., Dixon, Erica, Linn, Kristin A., Ferrell, Will, Montgomery, Margrethe, Strollo, Michelle K., Volpp, Kevin G., Underhill, Kristen
Publicado no JAMA Netw Open (2019)

Cognitive Behavioral Therapy Is Associated With Enhanced Cognitive Control Network Activity in Major Depression and Posttraumatic Stress Disorder

Por Yang, Zhen, Oathes, Desmond J., Linn, Kristin A., Bruce, Steven E., Satterthwaite, Theodore D., Cook, Philip A., Satchell, Emma K., Shou, Haochang, Sheline, Yvette I.
Publicado no Biol Psychiatry Cogn Neurosci Neuroimaging (2017)

MIMoSA: An Automated Method for Inter-Modal Segmentation Analysis of Multiple Sclerosis Brain Lesions

Por Valcarcel, Alessandra M., Linn, Kristin A., Vandekar, Simon N., Satterthwaite, Theodore D., Muschelli, John, Calabresi, Peter A., Pham, Dzung L., Martin, Melissa Lynne, Shinohara, Russell T.
Publicado no J Neuroimaging (2018)

A dual modeling approach to automatic segmentation of cerebral T2 hyperintensities and T1 black holes in multiple sclerosis

Por Valcarcel, Alessandra M., Linn, Kristin A., Khalid, Fariha, Vandekar, Simon N., Tauhid, Shahamat, Satterthwaite, Theodore D., Muschelli, John, Martin, Melissa Lynne, Bakshi, Rohit, Shinohara, Russell T.
Publicado no Neuroimage Clin (2018)

Statistical harmonization corrects site effects in functional connectivity measurements from multi‐site fMRI data

Por Yu, Meichen, Linn, Kristin A., Cook, Philip A., Phillips, Mary L., McInnis, Melvin, Fava, Maurizio, Trivedi, Madhukar H., Weissman, Myrna M., Shinohara, Russell T., Sheline, Yvette I.
Publicado no Hum Brain Mapp (2018)

Yield of brain MRI in clinically diagnosed epilepsy in the Kingdom of Bhutan: A prospective study

Por Bruno, Veronica, Klein, Joshua P., Nidup, Dechen, Nirola, Damber K., Tshering, Lhab, Deki, Sonam, Clark, Sarah J., Linn, Kristin A., Shinohara, Russell T., Dorji, Chencho, Ram, Dili, Dema, Ugyen, Mateen, Farrah J.
Publicado no Ann Glob Health (2017)

Structural Brain Abnormalities in Youth with Psychosis-Spectrum Symptoms

Por Satterthwaite, Theodore D., Wolf, Daniel H., Calkins, Monica E., Vandekar, Simon N., Erus, Guray, Ruparel, Kosha, Roalf, David R., Linn, Kristin A., Elliott, Mark A., Moore, Tyler M., Hakonarson, Hakon, Shinohara, Russell T., Davatzikos, Christos, Gur, Ruben C., Gur, Raquel E.
Publicado no JAMA Psychiatry (2016)

Childhood trauma history is linked to abnormal brain connectivity in major depression

Por Yu, Meichen, Linn, Kristin A., Shinohara, Russell T., Oathes, Desmond J., Cook, Philip A., Duprat, Romain, Moore, Tyler M., Oquendo, Maria A., Phillips, Mary L., McInnis, Melvin, Fava, Maurizio, Trivedi, Madhukar H., McGrath, Patrick, Parsey, Ramin, Weissman, Myrna M., Sheline, Yvette I.
Publicado no Proc Natl Acad Sci U S A (2019)

HIV-1 Negative Female Sex Workers Sustain High Cervical IFNε, Low Immune Activation and Low Expression of HIV-1 Required Host Genes

Por Abdulhaqq, Shaheed A., Zorrilla, Carmen, Kang, Guobin, Yin, Xiangfan, Tamayo, Vivian, Seaton, Kelly E., Joseph, Jocelin, Garced, Sheyla, Tomaras, Georgia D., Linn, Kristin A., Foulkes, Andrea S., Azzoni, Livio, VerMilyea, Matthew, Coutifaris, Christos, Kossenkov, Andrew V., Showe, Louise, Kraiselburd, Edmundo N., Li, Qingsheng, Montaner, Luis J.
Publicado no Mucosal Immunol (2015)

Association Between the Implementation of a Population-Based Primary Care Payment System and Achievement on Quality Measures in Hawaii

Por Navathe, Amol S., Emanuel, Ezekiel J., Bond, Amelia, Linn, Kristin, Caldarella, Kristen, Troxel, Andrea, Zhu, Jingsan, Yang, Lin, Matloubieh, Shireen E., Drye, Elizabeth, Bernheim, Susannah, Lee, Emily Oshima, Mugiishi, Mark, Endo, Kimberly Takata, Yoshimoto, Justin, Yuen, Isaac, Okamura, Sheryl, Stollar, Michael, Tom, Jeffrey, Gold, Michael, Volpp, Kevin G.
Publicado no JAMA (2019)

Comparative Effectiveness of Less Commonly Used Systemic Monotherapies and Common Combination Therapies for Moderate-to-Severe Psoriasis in the Clinical Setting

Por Takeshita, Junko, Wang, Shuwei, Shin, Daniel B., Duffin, Kristina Callis, Krueger, Gerald G., Kalb, Robert E., Weisman, Jamie D., Sperber, Brian R., Stierstorfer, Michael B., Brod, Bruce A., Schleicher, Stephen M., Robertson, Andrew D., Linn, Kristin A., Shinohara, Russell T., Troxel, Andrea B., Van Voorhees, Abby S., Gelfand, Joel M.
Publicado no J Am Acad Dermatol (2014)