AI for radiographic COVID-19 detection selects shortcuts over signal
DeGrave, Alex J., Janizek, Joseph D., Lee, Su-In
Published in Nature machine intelligence (01.07.2021)
Published in Nature machine intelligence (01.07.2021)
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Journal Article
Highly Mesoporous Metal‐Organic Frameworks as Synergistic Multimodal Catalytic Platforms for Divergent Cascade Reactions
Dutta, Soumen, Kumari, Nitee, Dubbu, Sateesh, Jang, Sun Woo, Kumar, Amit, Ohtsu, Hiroyoshi, Kim, Junghoon, Cho, Seung Hwan, Kawano, Masaki, Lee, In Su
Published in Angewandte Chemie International Edition (24.02.2020)
Published in Angewandte Chemie International Edition (24.02.2020)
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Journal Article
A machine learning approach to integrate big data for precision medicine in acute myeloid leukemia
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 (03.01.2018)
Published in Nature communications (03.01.2018)
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Journal Article
Explainable machine-learning predictions for the prevention of hypoxaemia during surgery
Lundberg, Scott M., Nair, Bala, Vavilala, Monica S., Horibe, Mayumi, Eisses, Michael J., Adams, Trevor, Liston, David E., Low, Daniel King-Wai, Newman, Shu-Fang, Kim, Jerry, Lee, Su-In
Published in Nature biomedical engineering (01.10.2018)
Published in Nature biomedical engineering (01.10.2018)
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Journal Article
Massively parallel functional dissection of mammalian enhancers in vivo
Patwardhan, Rupali P, Hiatt, Joseph B, Witten, Daniela M, Kim, Mee J, Smith, Robin P, May, Dalit, Lee, Choli, Andrie, Jennifer M, Lee, Su-In, Cooper, Gregory M, Ahituv, Nadav, Pennacchio, Len A, Shendure, Jay
Published in Nature biotechnology (01.03.2012)
Published in Nature biotechnology (01.03.2012)
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Journal Article
Predictive and robust gene selection for spatial transcriptomics
Covert, Ian, Gala, Rohan, Wang, Tim, Svoboda, Karel, Sümbül, Uygar, Lee, Su-In
Published in Nature communications (12.04.2023)
Published in Nature communications (12.04.2023)
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Journal Article
PAUSE: principled feature attribution for unsupervised gene expression analysis
Janizek, Joseph D, Spiro, Anna, Celik, Safiye, Blue, Ben W, Russell, John C, Lee, Ting-I, Kaeberlin, Matt, Lee, Su-In
Published in Genome Biology (19.04.2023)
Published in Genome Biology (19.04.2023)
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Journal Article
The proteomic landscape of triple-negative breast cancer
Lawrence, Robert T, Perez, Elizabeth M, Hernández, Daniel, Miller, Chris P, Haas, Kelsey M, Irie, Hanna Y, Lee, Su-In, Blau, C Anthony, Villén, Judit
Published in Cell reports (Cambridge) (28.04.2015)
Published in Cell reports (Cambridge) (28.04.2015)
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Journal Article
Unified AI framework to uncover deep interrelationships between gene expression and Alzheimer’s disease neuropathologies
Beebe-Wang, Nicasia, Celik, Safiye, Weinberger, Ethan, Sturmfels, Pascal, De Jager, Philip L., Mostafavi, Sara, Lee, Su-In
Published in Nature communications (10.09.2021)
Published in Nature communications (10.09.2021)
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Journal Article
Nanocatalosomes as Plasmonic Bilayer Shells with Interlayer Catalytic Nanospaces for Solar‐Light‐Induced Reactions
Kumar, Amit, Kumari, Nitee, Dubbu, Sateesh, Kumar, Sumit, Kwon, Taewan, Koo, Jung Hun, Lim, Jongwon, Kim, Inki, Cho, Yoon‐Kyoung, Rho, Junsuk, Lee, In Su
Published in Angewandte Chemie International Edition (08.06.2020)
Published in Angewandte Chemie International Edition (08.06.2020)
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Journal Article
Colloids of Holey Gd2O3 Nanosheets Converted from Exfoliated Gadolinium Hydroxide Layers
Jeon, Ki‐Wan, Zhang, Luojiang, Choi, Seonyeong, Lee, In Su
Published in Small (Weinheim an der Bergstrasse, Germany) (06.09.2018)
Published in Small (Weinheim an der Bergstrasse, Germany) (06.09.2018)
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Journal Article
Interpretable machine learning prediction of all-cause mortality
Qiu, Wei, Chen, Hugh, Dincer, Ayse Berceste, Lundberg, Scott, Kaeberlein, Matt, Lee, Su-In
Published in Communications medicine (03.10.2022)
Published in Communications medicine (03.10.2022)
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Journal Article
Identifying Network Perturbation in Cancer
Grechkin, Maxim, Logsdon, Benjamin A, Gentles, Andrew J, Lee, Su-In
Published in PLoS computational biology (04.05.2016)
Published in PLoS computational biology (04.05.2016)
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Journal Article
Nanosilica‐Confined Synthesis of Orthogonally Active Catalytic Metal Nanocrystals in the Compartmentalized Carbon Framework
Lee, Seon Hee, Kumari, Nitee, Dutta, Soumen, Jin, Xing, Kumar, Amit, Koo, Jung Hun, Lee, In Su
Published in Small (Weinheim an der Bergstrasse, Germany) (01.06.2019)
Published in Small (Weinheim an der Bergstrasse, Germany) (01.06.2019)
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Journal Article
Molecular cloning, purification, and characterization of a novel polyMG-specific alginate lyase responsible for alginate MG block degradation in Stenotrophomas maltophilia KJ-2
In Lee, Su, Choi, Sung Hee, Lee, Eun Yeol, Kim, Hee Sook
Published in Applied microbiology and biotechnology (01.09.2012)
Published in Applied microbiology and biotechnology (01.09.2012)
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