Can machine-learning improve cardiovascular risk prediction using routine clinical data? von Weng, Stephen F, Reps, Jenna, Kai, Joe, Garibaldi, Jonathan M, Qureshi, Nadeem

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External validation of existing dementia prediction models on observational health data von John, Luis H, Kors, Jan A, Fridgeirsson, Egill A, Reps, Jenna M, Rijnbeek, Peter R

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WYSINWYX: What You See Is Not What You eXecute von BALAKRISHNAN, Gogul, REPS, Thomas

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FoodWiki: Ontology-Driven Mobile Safe Food Consumption System von Celik, Duygu

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Evaluating the impact of covariate lookback times on performance of patient-level prediction models von Hardin, Jill, Reps, Jenna M

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Design and implementation of a standardized framework to generate and evaluate patient-level prediction models using observational healthcare data von Reps, Jenna M, Schuemie, Martijn J, Suchard, Marc A, Ryan, Patrick B, Rijnbeek, Peter R

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Complex Additive Geometric Multilevel Solvers for Helmholtz Equations on Spacetrees von Reps, Bram, Weinzierl, Tobias

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Machine-learning model to predict the cause of death using a stacking ensemble method for observational data von Kim, Chungsoo, You, Seng Chan, Reps, Jenna M., Cheong, Jae Youn, Park, Rae Woong

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Development and validation of a prognostic model predicting symptomatic hemorrhagic transformation in acute ischemic stroke at scale in the OHDSI network von Wang, Qiong, Reps, Jenna M, Kostka, Kristin Feeney, Ryan, Patrick B, Zou, Yuhui, Voss, Erica A, Rijnbeek, Peter R, Chen, RuiJun, Rao, Gowtham A, Morgan Stewart, Henry, Williams, Andrew E, Williams, Ross D, Van Zandt, Mui, Falconer, Thomas, Fernandez-Chas, Margarita, Vashisht, Rohit, Pfohl, Stephen R, Shah, Nigam H, Kasthurirathne, Suranga N, You, Seng Chan, Jiang, Qing, Reich, Christian, Zhou, Yi

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Newtonian Program Analysis of Probabilistic Programs von Wang, Di, Reps, Thomas

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Wisdom of the CROUD:  Development and validation of a patient-level prediction model for opioid use disorder using population-level claims data von Reps, Jenna Marie, Cepeda, M Soledad, Ryan, Patrick B

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Investigating the impact of development and internal validation design when training prognostic models using a retrospective cohort in big US observational healthcare data von Reps, Jenna M, Ryan, Patrick, Rijnbeek, P R

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Development and validation of a patient-level model to predict dementia across a network of observational databases von John, Luis H, Fridgeirsson, Egill A, Kors, Jan A, Reps, Jenna M, Williams, Ross D, Ryan, Patrick B, Rijnbeek, Peter R

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Finding factors that predict treatment‐resistant depression: Results of a cohort study von Cepeda, M. Soledad, Reps, Jenna, Ryan, Patrick

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CFLOBDDs: Context-Free-Language Ordered Binary Decision Diagrams von Sistla, Meghana Aparna, Chaudhuri, Swarat, Reps, Thomas

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Feasibility and evaluation of a large-scale external validation approach for patient-level prediction in an international data network: validation of models predicting stroke in fe... von Reps, Jenna M, Williams, Ross D, You, Seng Chan, Falconer, Thomas, Minty, Evan, Callahan, Alison, Ryan, Patrick B, Park, Rae Woong, Lim, Hong-Seok, Rijnbeek, Peter

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Reducing concurrent analysis under a context bound to sequential analysis von Lal, Akash, Reps, Thomas

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Perinatal depressive symptoms often start in the prenatal rather than postpartum period: results from a longitudinal study von Wilcox, Marsha, McGee, Beth Ann, Ionescu, Dawn F., Leonte, Marie, LaCross, Lauren, Reps, Jenna, Wildenhaus, Kevin

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Comparing penalization methods for linear models on large observational health data von Fridgeirsson, Egill A, Williams, Ross, Rijnbeek, Peter, Suchard, Marc A, Reps, Jenna M

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Nationwide incidence of sarcomas and connective tissue tumors of intermediate malignancy over four years using an expert pathology review network von de Pinieux, Gonzague, Karanian, Marie, Le Loarer, Francois, Le Guellec, Sophie, Chabaud, Sylvie, Terrier, Philippe, Bouvier, Corinne, Batistella, Maxime, Neuville, Agnès, Robin, Yves-Marie, Emile, Jean-Francois, Moreau, Anne, Larousserie, Frederique, Leroux, Agnes, Stock, Nathalie, Lae, Marick, Collin, Francoise, Weinbreck, Nicolas, Aubert, Sebastien, Mishellany, Florence, Charon-Barra, Celine, Croce, Sabrina, Doucet, Laurent, Quintin-Rouet, Isabelle, Chateau, Marie-Christine, Bazille, Celine, Valo, Isabelle, Chetaille, Bruno, Ortonne, Nicolas, Brouchet, Anne, Rochaix, Philippe, Demuret, Anne, Ghnassia, Jean-Pierre, Mescam, Lenaig, Macagno, Nicolas, Birtwisle-Peyrottes, Isabelle, Delfour, Christophe, Angot, Emilie, Pommepuy, Isabelle, Ranchere, Dominique, Chemin-Airiau, Claire, Jean-Denis, Myriam, Fayet, Yohan, Courrèges, Jean-Baptiste, Mesli, Nouria, Berchoud, Juliane, Toulmonde, Maud, Italiano, Antoine, Le Cesne, Axel, Penel, Nicolas, Ducimetiere, Francoise, Gouin, Francois, Coindre, Jean-Michel, Blay, Jean-Yves

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