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Latent Space Explorer: Visual Analytics for Multimodal Latent Space Exploration.

B. Kwon, S. Friedman, K. Xu, S. Lubitz, A. Philippakis, P. Batra, P. Ellinor, и K. Ng. CoRR, (2023)

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Ellinor Puttkamer

Ellinor Hadra

Ellinor Dohrn

Ellinor Schmidt

Ellinor Schöne

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Signature Activation: A Sparse Signal View for Holistic Saliency.J. Tello-Ayala, A. Fahed, W. Pan, E. Pomerantsev, P. Ellinor, A. Philippakis, и F. Doshi-Velez. CoRR, (2023)Selection of 51 predictors from 13, 782 candidate multimodal features using machine learning improves coronary artery disease prediction.S. Agrawal, M. Klarqvist, C. Emdin, A. Patel, M. Paranjpe, P. Ellinor, A. Philippakis, K. Ng, P. Batra, и A. Khera. Patterns, 2 (12): 100364 (2021)Cohort design and natural language processing to reduce bias in electronic health records research.S. Khurshid, C. Reeder, L. Harrington, P. Singh, G. Sarma, S. Friedman, P. Achille, N. Diamant, J. Cunningham, A. Turner и 19 other автор(ы). npj Digit. Medicine, (2022)Silhouette images enable estimation of body fat distribution and associated cardiometabolic risk.M. Klarqvist, S. Agrawal, N. Diamant, P. Ellinor, A. Philippakis, K. Ng, P. Batra, и A. Khera. npj Digit. Medicine, (2022)Assessing the Robustness and Internal Consistency of the Pooled Cohort Equations.U. Kartoun, S. Khurshid, B. Kwon, A. Patel, A. Fahed, P. Batra, A. Philippakis, S. Lubitz, A. Khera, P. Ellinor и 2 other автор(ы). AMIA, AMIA, (2022)The mutational constraint spectrum quantified from variation in 141,456 humansK. Karczewski, L. Francioli, G. Tiao, B. Cummings, J. Alföldi, Q. Wang, R. Collins, K. Laricchia, A. Ganna, D. Birnbaum и 167 other автор(ы). Nature, 581 (7809): 434--443 (2020)Interactive Model Report Card for Visual Exploration of Performance Heterogeneity and Biases on Population Subgroups.B. Kwon, U. Kartoun, S. Khurshid, A. Khera, P. Ellinor, S. Lubitz, и K. Ng. AMIA, AMIA, (2021)Latent Space Explorer: Visual Analytics for Multimodal Latent Space Exploration.B. Kwon, S. Friedman, K. Xu, S. Lubitz, A. Philippakis, P. Batra, P. Ellinor, и K. Ng. CoRR, (2023)How Robust is Your Risk Model? Assessing Subpopulation Performance Heterogeneity in Risk Models Based on Discrimination, Calibration, and Fairness Measures: An Atrial Fibrillation Use Case.U. Kartoun, S. Khurshid, B. Kwon, A. Khera, P. Ellinor, S. Lubitz, и K. Ng. AMIA, AMIA, (2021)Population sequencing data reveal a compendium of mutational processes in the human germ lineV. Seplyarskiy, R. Soldatov, E. Koch, R. McGinty, J. Goldmann, R. Hernandez, K. Barnes, A. Correa, E. Burchard, P. Ellinor и 34 other автор(ы). Science, (2021)

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