A review of approaches to identifying patient phenotype cohorts using electronic health records von Shivade, Chaitanya, Raghavan, Preethi, Fosler-Lussier, Eric, Embi, Peter J, Elhadad, Noemie, Johnson, Stephen B, Lai, Albert M

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Design and Evaluation of an External Control Arm Using Prior Clinical Trials and Real-World Data von Ventz, Steffen, Lai, Albert, Cloughesy, Timothy F, Wen, Patrick Y, Trippa, Lorenzo, Alexander, Brian M

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Electronic health record data quality assessment and tools: a systematic review von Lewis, Abigail E, Weiskopf, Nicole, Abrams, Zachary B, Foraker, Randi, Lai, Albert M, Payne, Philip R O, Gupta, Aditi

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Disordered methionine metabolism in MTAP/CDKN2A-deleted cancers leads to dependence on PRMT5 von Mavrakis, Konstantinos J., McDonald, E. Robert, Schlabach, Michael R., Billy, Eric, Hoffman, Gregory R., deWeck, Antoine, Ruddy, David A., Venkatesan, Kavitha, Yu, Jianjun, McAllister, Gregg, Stump, Mark, deBeaumont, Rosalie, Ho, Samuel, Yue, Yingzi, Liu, Yue, Yan-Neale, Yan, Yang, Guizhi, Lin, Fallon, Yin, Hong, Gao, Hui, Kipp, D. Randal, Zhao, Songping, McNamara, Joshua T., Sprague, Elizabeth R., Zheng, Bing, Lin, Ying, Cho, Young Shin, Gu, Justin, Crawford, Kenneth, Ciccone, David, Vitari, Alberto C., Lai, Albert, Capka, Vladimir, Hurov, Kristen, Porter, Jeffery A., Tallarico, John, Mickanin, Craig, Lees, Emma, Pagliarini, Raymond, Keen, Nicholas, Schmelzle, Tobias, Hofmann, Francesco, Stegmeier, Frank, Sellers, William R.

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Perfusion and diffusion MRI signatures in histologic and genetic subtypes of WHO grade II–III diffuse gliomas von Leu, Kevin, Ott, Garrett A., Lai, Albert, Nghiemphu, Phioanh L., Pope, Whitney B., Yong, William H., Liau, Linda M., Cloughesy, Timothy F., Ellingson, Benjamin M.

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Association Between Socioeconomic Factors, Race, and Use of a Specialty Memory Clinic von Lewis, Abigail, Gupta, Aditi, Oh, Inez, Schindler, Suzanne E, Ghoshal, Nupur, Abrams, Zachary, Foraker, Randi, Snider, Barbara Joy, Morris, John C, Balls-Berry, Joyce, Gupta, Mahendra, Payne, Philip R O, Lai, Albert M

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Machine learning for modeling the progression of Alzheimer disease dementia using clinical data: a systematic literature review von Kumar, Sayantan, Oh, Inez, Schindler, Suzanne, Lai, Albert M, Payne, Philip R O, Gupta, Aditi

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MRI Radiomic Features to Predict IDH1 Mutation Status in Gliomas: A Machine Learning Approach using Gradient Tree Boosting von Sakai, Yu, Yang, Chen, Kihira, Shingo, Tsankova, Nadejda, Khan, Fahad, Hormigo, Adilia, Lai, Albert, Cloughesy, Timothy, Nael, Kambiz

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Non-invasive detection of 2-hydroxyglutarate and other metabolites in IDH1 mutant glioma patients using magnetic resonance spectroscopy von Pope, Whitney B., Prins, Robert M., Albert Thomas, M., Nagarajan, Rajakumar, Yen, Katharine E., Bittinger, Mark A., Salamon, Noriko, Chou, Arthur P., Yong, William H., Soto, Horacio, Wilson, Neil, Driggers, Edward, Jang, Hyun G., Su, Shinsan M., Schenkein, David P., Lai, Albert, Cloughesy, Timothy F., Kornblum, Harley I., Wu, Hong, Fantin, Valeria R., Liau, Linda M.

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Phase II Study of Bevacizumab Plus Temozolomide During and After Radiation Therapy for Patients With Newly Diagnosed Glioblastoma Multiforme von LAI, Albert, TRAN, Anh, PHUPHANICH, Surasak, BLACK, Keith, PEAK, Scott, GREEN, Richard M, SPIER, Cynthia E, KOLEVSKA, Tatjana, POLIKOFF, Jonathan, FEHRENBACHER, Louis, ELASHOFF, Robert, CLOUGHESY, Timothy, NGHIEMPHU, Phioanh L, POPE, Whitney B, SOLIS, Orestes E, SELCH, Michael, FILKA, Emese, YONG, William H, MISCHEL, Paul S, LIAU, Linda M

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Targeting Lineage-specific MITF Pathway in Human Melanoma Cell Lines by A-485, the Selective Small-molecule Inhibitor of p300/CBP von Wang, Rui, He, Yupeng, Robinson, Valerie, Yang, Ziping, Hessler, Paul, Lasko, Loren M, Lu, Xin, Bhathena, Anahita, Lai, Albert, Uziel, Tamar, Lam, Lloyd T

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A Pragmatic Machine Learning Model To Predict Carbapenem Resistance von McGuire, Ryan J., Yu, Sean C., Payne, Philip R. O., Lai, Albert M., Vazquez-Guillamet, M. Cristina, Kollef, Marin H., Michelson, Andrew P.

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Evidence for Sequenced Molecular Evolution of IDH1 Mutant Glioblastoma From a Distinct Cell of Origin von LAI, Albert, KHARBANDA, Samir, ELLINGSON, Benjamin M, BOWERS, Chauncey W, SORIANO, Robert H, SCHMIDT, Nils O, MOHAN, Sankar, YONG, William H, SESHAGIRI, Somasekar, MODRUSAN, Zora, ZHAOSHI JIANG, ALDAPE, Kenneth D, POPE, Whitney B, MISCHEL, Paul S, LIAU, Linda M, ESCOVEDO, Cameron J, WEIDONG CHEN, PHIOANH LEIA NGHIEMPHU, DAVID JAMES, C, PRADOS, Michael D, WESTPHAL, Manfred, LAMSZUS, Katrin, CLOUGHESY, Timothy, TRAN, Anh, PHILLIPS, Heidi S, SOLIS, Orestes E, PEALE, Franklin, FORREST, William F, PUJARA, Kanan, CARRILLO, Jose A, PANDITA, Ajay

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YAP Inhibition Restores Hepatocyte Differentiation in Advanced HCC, Leading to Tumor Regression von Fitamant, Julien, Kottakis, Filippos, Benhamouche, Samira, Tian, Helen S., Chuvin, Nicolas, Parachoniak, Christine A., Nagle, Julia M., Perera, Rushika M., Lapouge, Marjorie, Deshpande, Vikram, Zhu, Andrew X., Lai, Albert, Min, Bosun, Hoshida, Yujin, Avruch, Joseph, Sia, Daniela, Campreciós, Genís, McClatchey, Andrea I., Llovet, Josep M., Morrissey, David, Raj, Lakshmi, Bardeesy, Nabeel

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Predicting Treatment Response of Malignant Gliomas to Bevacizumab and Irinotecan by Imaging Proliferation With [18F] Fluorothymidine Positron Emission Tomography: A Pilot Study von WEI CHEN, DELALOYE, Sibylle, CLOUGHESY, Timothy, SILVERMAN, Daniel H. S, GEIST, Cheri, CZERNIN, Johannes, SAYRE, James, SATYAMURTHY, Nagichettiar, POPE, Whitney, LAI, Albert, PHELPS, Michael E

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Respiratory support status from EHR data for adult population: classification, heuristics, and usage in predictive modeling von Yu, Sean C, Hofford, Mackenzie R, Lai, Albert M, Kollef, Marin H, Payne, Philip R O, Michelson, Andrew P

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Will artificial intelligence widen the therapeutic gap between children and adults? von Nagy, Matthew, Sisk, Bryan, Lai, Albert, Kodish, Eric

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Comparison of UMLS terminologies to identify risk of heart disease using clinical notes von Shivade, Chaitanya, Malewadkar, Pranav, Fosler-Lussier, Eric, Lai, Albert M.

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A Randomized Trial Comparing Telemedicine Case Management with Usual Care in Older, Ethnically Diverse, Medically Underserved Patients with Diabetes Mellitus: 5 Year Results of the... von Shea, Steven, Weinstock, Ruth S., Teresi, Jeanne A., Palmas, Walter, Starren, Justin, Cimino, James J., Lai, Albert M., Field, Lesley, Morin, Philip C., Goland, Robin, Izquierdo, Roberto E., Ebner, Susana, Silver, Stephanie, Petkova, Eva, Kong, Jian, Eimicke, Joseph P.

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Human IDH mutant 1p/19q co-deleted gliomas have low tumor acidity as evidenced by molecular MRI and PET: a retrospective study von Yao, Jingwen, Hagiwara, Akifumi, Raymond, Catalina, Shabani, Soroush, Pope, Whitney B., Salamon, Noriko, Lai, Albert, Ji, Matthew, Nghiemphu, Phioanh L., Liau, Linda M., Cloughesy, Timothy F., Ellingson, Benjamin M.

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