Remote smartphone monitoring of Parkinson’s disease and individual response to therapy von Omberg, Larsson, Chaibub Neto, Elias, Perumal, Thanneer M., Pratap, Abhishek, Tediarjo, Aryton, Adams, Jamie, Bloem, Bastiaan R., Bot, Brian M., Elson, Molly, Goldman, Samuel M., Kellen, Michael R., Kieburtz, Karl, Klein, Arno, Little, Max A., Schneider, Ruth, Suver, Christine, Tarolli, Christopher, Tanner, Caroline M., Trister, Andrew D., Wilbanks, John, Dorsey, E. Ray, Mangravite, Lara M.

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Indicators of retention in remote digital health studies: a cross-study evaluation of 100,000 participants von Pratap, Abhishek, Neto, Elias Chaibub, Snyder, Phil, Stepnowsky, Carl, Elhadad, Noémie, Grant, Daniel, Mohebbi, Matthew H., Mooney, Sean, Suver, Christine, Wilbanks, John, Mangravite, Lara, Heagerty, Patrick J., Areán, Pat, Omberg, Larsson

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A Multifaceted benchmarking of synthetic electronic health record generation models von Yan, Chao, Yan, Yao, Wan, Zhiyu, Zhang, Ziqi, Omberg, Larsson, Guinney, Justin, Mooney, Sean D., Malin, Bradley A.

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A community approach to mortality prediction in sepsis via gene expression analysis von Sweeney, Timothy E., Perumal, Thanneer M., Henao, Ricardo, Nichols, Marshall, Howrylak, Judith A., Choi, Augustine M., Bermejo-Martin, Jesús F., Almansa, Raquel, Tamayo, Eduardo, Davenport, Emma E., Burnham, Katie L., Hinds, Charles J., Knight, Julian C., Woods, Christopher W., Kingsmore, Stephen F., Ginsburg, Geoffrey S., Wong, Hector R., Parnell, Grant P., Tang, Benjamin, Moldawer, Lyle L., Moore, Frederick E., Omberg, Larsson, Khatri, Purvesh, Tsalik, Ephraim L., Mangravite, Lara M., Langley, Raymond J.

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Assessing the clinical utility of cancer genomic and proteomic data across tumor types von Yuan, Yuan, Van Allen, Eliezer M, Omberg, Larsson, Wagle, Nikhil, Amin-Mansour, Ali, Sokolov, Artem, Byers, Lauren A, Xu, Yanxun, Hess, Kenneth R, Diao, Lixia, Han, Leng, Huang, Xuelin, Lawrence, Michael S, Weinstein, John N, Stuart, Josh M, Mills, Gordon B, Garraway, Levi A, Margolin, Adam A, Getz, Gad, Liang, Han

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Detecting the impact of subject characteristics on machine learning-based diagnostic applications von Chaibub Neto, Elias, Pratap, Abhishek, Perumal, Thanneer M., Tummalacherla, Meghasyam, Snyder, Phil, Bot, Brian M., Trister, Andrew D., Friend, Stephen H., Mangravite, Lara, Omberg, Larsson

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A novel estimator for the two-way partial AUC von Chaibub Neto, Elias, Yadav, Vijay, Sieberts, Solveig K, Omberg, Larsson

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RNA-Seq quantification of the human small airway epithelium transcriptome von Hackett, Neil R, Butler, Marcus W, Shaykhiev, Renat, Salit, Jacqueline, Omberg, Larsson, Rodriguez-Flores, Juan L, Mezey, Jason G, Strulovici-Barel, Yael, Wang, Guoqing, Didon, Lukas, Crystal, Ronald G

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A Tensor Higher-Order Singular Value Decomposition for Integrative Analysis of DNA Microarray Data from Different Studies von Omberg, Larsson, Golub, Gene H., Alter, Orly

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Accelerometer data collected with a minimum set of wearable sensors from subjects with Parkinson’s disease von Daneault, Jean-Francois, Vergara-Diaz, Gloria, Parisi, Federico, Admati, Chen, Alfonso, Christina, Bertoli, Matilde, Bonizzoni, Edoardo, Carvalho, Gabriela Ferreira, Costante, Gianluca, Fabara, Eric Eduardo, Fixler, Naama, Golabchi, Fatemah Noushin, Growdon, John, Sapienza, Stefano, Snyder, Phil, Shpigelman, Shahar, Sudarsky, Lewis, Daeschler, Margaret, Bataille, Lauren, Sieberts, Solveig K., Omberg, Larsson, Moore, Steven, Bonato, Paolo

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Disentangling personalized treatment effects from “time-of-the-day” confounding in mobile health studies von Chaibub Neto, Elias, Perumal, Thanneer M, Pratap, Abhishek, Tediarjo, Aryton, Bot, Brian M, Mangravite, Lara, Omberg, Larsson

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Mobile toolbox (MTB) remote measures of executive function and processing speed: development and validation von Novack, Miriam A., Young, Stephanie Ruth, Dworak, Elizabeth M., Kaat, Aaron J., Slotkin, Jerry, Nowinski, Cindy, Yao, Lihua, Adam, Hubert, Stoeger, Jordan, Hosseinian, Zahra, Amagai, Saki, Pila, Sarah, Varela Diaz, Maria, Almonte Correa, Anyelo, Alperin, Keith, Carlson, Sonia, Kellen, Michael, Omberg, Larsson, Camacho, Monica R., Landavazo, Bernard, Nosheny, Rachel L., Weiner, Michael W., Gershon, Richard C.

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Patterns of ancestry, signatures of natural selection, and genetic association with stature in Western African pygmies von Jarvis, Joseph P, Scheinfeldt, Laura B, Soi, Sameer, Lambert, Charla, Omberg, Larsson, Ferwerda, Bart, Froment, Alain, Bodo, Jean-Marie, Beggs, William, Hoffman, Gabriel, Mezey, Jason, Tishkoff, Sarah A

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Spatiotemporal Reconstruction of the Human Blastocyst by Single-Cell Gene-Expression Analysis Informs Induction of Naive Pluripotency von Durruthy-Durruthy, Jens, Wossidlo, Mark, Pai, Sunil, Takahashi, Yusuke, Kang, Gugene, Omberg, Larsson, Chen, Bertha, Nakauchi, Hiromitsu, Reijo Pera, Renee, Sebastiano, Vittorio

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The STEPWISE study: study protocol for a smartphone-based exercise solution for people with Parkinson’s Disease (randomized controlled trial) von Schootemeijer, Sabine, de Vries, Nienke M, Macklin, Eric A, Roes, Kit C.B, Joosten, Hilde, Omberg, Larsson, Ascherio, Alberto, Schwarzschild, Michael A, Bloem, Bastiaan R

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Integrated Genomic Analysis of Diverse Induced Pluripotent Stem Cells from the Progenitor Cell Biology Consortium von Salomonis, Nathan, Dexheimer, Phillip J., Omberg, Larsson, Schroll, Robin, Bush, Stacy, Huo, Jeffrey, Schriml, Lynn, Ho Sui, Shannan, Keddache, Mehdi, Mayhew, Christopher, Shanmukhappa, Shiva Kumar, Wells, James, Daily, Kenneth, Hubler, Shane, Wang, Yuliang, Zambidis, Elias, Margolin, Adam, Hide, Winston, Hatzopoulos, Antonis K., Malik, Punam, Cancelas, Jose A., Aronow, Bruce J., Lutzko, Carolyn

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Limb and trunk accelerometer data collected with wearable sensors from subjects with Parkinson’s disease von Vergara-Diaz, Gloria, Daneault, Jean-Francois, Parisi, Federico, Admati, Chen, Alfonso, Christina, Bertoli, Matilde, Bonizzoni, Edoardo, Carvalho, Gabriela Ferreira, Costante, Gianluca, Fabara, Eric Eduardo, Fixler, Naama, Golabchi, Fatemah Noushin, Growdon, John, Sapienza, Stefano, Snyder, Phil, Shpigelman, Shahar, Sudarsky, Lewis, Daeschler, Margaret, Bataille, Lauren, Sieberts, Solveig K., Omberg, Larsson, Moore, Steven, Bonato, Paolo

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Deep Phenotyping of Parkinson's Disease von Dorsey, E. Ray, Omberg, Larsson, Waddell, Emma, Adams, Jamie L., Adams, Roy, Ali, Mohammad Rafayet, Amodeo, Katherine, Arky, Abigail, Augustine, Erika F., Dinesh, Karthik, Hoque, Mohammed Ehsan, Glidden, Alistair M., Jensen-Roberts, Stella, Kabelac, Zachary, Katabi, Dina, Kieburtz, Karl, Kinel, Daniel R., Little, Max A., Lizarraga, Karlo J., Myers, Taylor, Riggare, Sara, Rosero, Spencer Z., Saria, Suchi, Schifitto, Giovanni, Schneider, Ruth B., Sharma, Gaurav, Shoulson, Ira, Stevenson, E. Anna, Tarolli, Christopher G., Luo, Jiebo, McDermott, Michael P.

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Threshold of Biologic Responses of the Small Airway Epithelium to Low Levels of Tobacco Smoke von STRULOVICI-BAREL, Yael, OMBERG, Larsson, O'MAHONY, Michael, GORDON, Cynthia, HOLLMANN, Charleen, TILLEY, Ann E, SALIT, Jacqueline, MEZEY, Jason, HARVEY, Ben-Gary, CRYSTAL, Ronald G

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Biologic phenotyping of the human small airway epithelial response to cigarette smoking von Tilley, Ann E, O'Connor, Timothy P, Hackett, Neil R, Strulovici-Barel, Yael, Salit, Jacqueline, Amoroso, Nancy, Zhou, Xi Kathy, Raman, Tina, Omberg, Larsson, Clark, Andrew, Mezey, Jason, Crystal, Ronald G

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