Search Results - Lundberg, Scott M

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  1. 1
    Explaining a series of models by propagating Shapley values

    Explaining a series of models by propagating Shapley values by Chen, Hugh, Lundberg, Scott M., Lee, Su-In

    Published in Nature communications
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  2. 2
    A machine learning approach to integrate big data for precision medicine in acute myeloid leukemia

    A machine learning approach to integrate big data for precision medicine in acute myeloid leukemia by Lee, Su-In, Celik, Safiye, Logsdon, Benjamin A., Lundberg, Scott M., Martins, Timothy J., Oehler, Vivian G., Estey, Elihu H., Miller, Chris P., Chien, Sylvia, Dai, Jin, Saxena, Akanksha, Blau, C. Anthony, Becker, Pamela S.

    Published in Nature communications
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  3. 3
    Forecasting adverse surgical events using self-supervised transfer learning for physiological signals

    Forecasting adverse surgical events using self-supervised transfer learning for physiological signals by Chen, Hugh, Lundberg, Scott M., Erion, Gabriel, Kim, Jerry H., Lee, Su-In

    Published in NPJ digital medicine
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  4. 4
    AIControl: replacing matched control experiments with machine learning improves ChIP-seq peak identification

    AIControl: replacing matched control experiments with machine learning improves ChIP-seq peak identification by Hiranuma, Naozumi, Lundberg, Scott M, Lee, Su-In

    Published in Nucleic acids research
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  5. 5
    ChromNet: Learning the human chromatin network from all ENCODE ChIP-seq data

    ChromNet: Learning the human chromatin network from all ENCODE ChIP-seq data by Lundberg, Scott M, Tu, William B, Raught, Brian, Penn, Linda Z, Hoffman, Michael M, Lee, Su-In

    Published in Genome Biology
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  6. 6
    Commentary

    Commentary by Lundberg, Scott, MD

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  7. 7
    Explaining a Series of Models by Propagating Shapley Values

    Explaining a Series of Models by Propagating Shapley Values by Chen, Hugh, Lundberg, Scott M, Lee, Su-In

    Published in arXiv.org
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  8. 8
    Algorithms to estimate Shapley value feature attributions

    Algorithms to estimate Shapley value feature attributions by Chen, Hugh, Covert, Ian C, Lundberg, Scott M, Lee, Su-In

    Published in arXiv.org
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  9. 9
    Consistent feature attribution for tree ensembles

    Consistent feature attribution for tree ensembles by Lundberg, Scott M, Lee, Su-In

    Published in arXiv.org
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  10. 10
    Consistent Individualized Feature Attribution for Tree Ensembles

    Consistent Individualized Feature Attribution for Tree Ensembles by Lundberg, Scott M, Erion, Gabriel G, Lee, Su-In

    Published in arXiv.org
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  11. 11
    Anesthesiologist-level forecasting of hypoxemia with only SpO2 data using deep learning

    Anesthesiologist-level forecasting of hypoxemia with only SpO2 data using deep learning by Erion, Gabriel, Chen, Hugh, Lundberg, Scott M, Lee, Su-In

    Published in arXiv.org
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  12. 12
    Explainable AI for Trees: From Local Explanations to Global Understanding

    Explainable AI for Trees: From Local Explanations to Global Understanding by Lundberg, Scott M, Erion, Gabriel, Chen, Hugh, DeGrave, Alex, Prutkin, Jordan M, Nair, Bala, Katz, Ronit, Himmelfarb, Jonathan, Bansal, Nisha, Lee, Su-In

    Published in arXiv.org
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  13. 13
    Molecular Characterization of Polymer Networks

    Molecular Characterization of Polymer Networks by Danielsen, Scott P. O, Beech, Haley K, Wang, Shu, El-Zaatari, Bassil M, Wang, Xiaodi, Sapir, Liel, Ouchi, Tetsu, Wang, Zi, Johnson, Patricia N, Hu, Yixin, Lundberg, David J, Stoychev, Georgi, Craig, Stephen L, Johnson, Jeremiah A, Kalow, Julia A, Olsen, Bradley D, Rubinstein, Michael

    Published in Chemical reviews
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  14. 14
    Variance components associated with long-echo-time MR spectroscopic imaging in human brain at 1.5T and 3T

    Variance components associated with long-echo-time MR spectroscopic imaging in human brain at 1.5T and 3T by Thrippleton, Michael J, Parikh, Jehill P, Semple, Scott I K, Harris, Bridget A, Andrews, Peter J D, Wardlaw, Joanna M, Marshall, Ian

    Published in PloS one
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  15. 15
    Human alveolar macrophages display marked hypo-responsiveness to IFN-γ in both proteomic and gene expression analysis

    Human alveolar macrophages display marked hypo-responsiveness to IFN-γ in both proteomic and gene expression analysis by Thiel, Bonnie A, Lundberg, Kathleen C, Schlatzer, Daniela, Jarvela, Jessica, Li, Qing, Shaw, Rachel, Reba, Scott M, Fletcher, Shane, Beckloff, Sara E, Chance, Mark R, Boom, W Henry, Silver, Richard F, Bebek, Gurkan

    Published in PloS one
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  16. 16
    GAMBIT: the global and modular beyond-the-standard-model inference tool

    GAMBIT: the global and modular beyond-the-standard-model inference tool by Athron, Peter, Balazs, Csaba, Bringmann, Torsten, Buckley, Andy, Chrząszcz, Marcin, Conrad, Jan, Cornell, Jonathan M., Dal, Lars A., Dickinson, Hugh, Edsjö, Joakim, Farmer, Ben, Gonzalo, Tomás E., Jackson, Paul, Krislock, Abram, Kvellestad, Anders, Lundberg, Johan, McKay, James, Mahmoudi, Farvah, Martinez, Gregory D., Putze, Antje, Raklev, Are, Ripken, Joachim, Rogan, Christopher, Saavedra, Aldo, Savage, Christopher, Scott, Pat, Seo, Seon-Hee, Serra, Nicola, Weniger, Christoph, White, Martin, Wild, Sebastian

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  17. 17
    Hemoglobin β93 Cysteine Is Not Required for Export of Nitric Oxide Bioactivity From the Red Blood Cell

    Hemoglobin β93 Cysteine Is Not Required for Export of Nitric Oxide Bioactivity From the Red Blood Cell by Sun, Chiao-Wang, Yang, Jiangning, Kleschyov, Andrei L, Zhuge, Zhengbing, Carlström, Mattias, Pernow, John, Wajih, Nadeem, Isbell, T Scott, Oh, Joo-Yeun, Cabrales, Pedro, Tsai, Amy G, Townes, Tim, Kim-Shapiro, Daniel B, Patel, Rakesh P, Lundberg, Jon O

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  18. 18
    Sequence-specific 2'-O-methoxyethyl antisense oligonucleotides activate human platelets through glycoprotein VI, triggering formation of platelet-leukocyte aggregates

    Sequence-specific 2'-O-methoxyethyl antisense oligonucleotides activate human platelets through glycoprotein VI, triggering formation of platelet-leukocyte aggregates by Slingsby, Martina H Lundberg, Vijey, Prakrith, Tsai, I-Ting, Roweth, Harvey, Couldwell, Genevieve, Wilkie, Adrian R, Gaus, Hans, Goolsby, Jazana M, Okazaki, Ross, Terkovich, Brooke E, Semple, John W, Thon, Jonathan N, Henry, Scott P, Narayanan, Padmakumar, Italiano, Jr, Joseph E

    Published in Haematologica (Roma)
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  19. 19
    International consensus outcome measures for patients with idiopathic inflammatory myopathies. Development and initial validation of myositis activity and damage indices in patients with adult onset disease

    International consensus outcome measures for patients with idiopathic inflammatory myopathies. Development and initial validation of myositis activity and damage indices in patient... by Isenberg, D. A., Allen, E., Farewell, V., Ehrenstein, M. R., Hanna, M. G., Lundberg, I. E., Oddis, C., Pilkington, C., Plotz, P., Scott, D., Vencovsky, J., Cooper, R., Rider, L., Miller, F.

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  20. 20
    Targeted Radiation Delivery before Haploidentical HCT for High-risk Leukemia or MDS Patients Yields Long-term Survivors

    Targeted Radiation Delivery before Haploidentical HCT for High-risk Leukemia or MDS Patients Yields Long-term Survivors by Orozco, Johnnie J, Vo, Phuong T, Gooley, Ted A, Haaf, Robyn L, Lundberg, Sally J, Hamlin, Donald K, Wilbur, D Scott, Matesan, Manuela C, Fisher, Darrell R, Gopal, Ajay K, Green, Damian J, Pagel, John M, Sandmaier, Brenda M

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