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Ilya Shmulevich

institute for systems biology (isb)

110H-index
482Paper Count
10.8WCitation Count
Published Papers 86
Publication Date
Sequential transcriptional waves and NF-κB-driven chromatin remodeling direct drug-induced dedifferentiation in cancer
err2026-04-15
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errOAAI
errYapeng Su; Chunmei Liu; Xiang Lu; Hui-Yu Chuang; Guideng Li; Shiqun Shao; Yan Kong; Jihoon W. Lee; Rachel H. Ng; Stephanie Wong; Lidia Robert; Charles Warden; Victoria Liu; Jie Chen; Zhuo Wang; Guangrong Qin; Yin Tang; Hanjun Cheng; Alphonsus H. C. Ng; Daniel Chen; Songming Peng; Min Xue; Dazy Johnson; Yu Xu; Jinhui Wang; Xiwei Wu; Ilya Shmulevich; Qihui Shi; Raphael Levine; Antoni Ribas; David Baltimore; Jun Guo; James R. Heath; Wei Wei
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Predicting Microsatellite Instability from Whole Slide Images Using Texture Features
err2026-01-01
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PREAI
errSwanson, Nilus; Castro, Mauro A. A.; Robertson, A. Gordon; Shmulevich, Ilya; Tercan, Bahar
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Digital twin models for predicting venetoclax and azacitidine-induced neutropenia in patients with acute myeloid leukemia
err2025-10-06
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errOAAI
errYue Zhang; Jonathan Martinez; Bahar Tercan; Heikki Kuusanmäki; Frank Emmert-Streib; Jerome G. Chandraseelan; Amer Farea; Olli Yli-Harja; Caroline A. Heckman; David L. Gibbs; Vesteinn Thorsson; Ilya Shmulevich; Mika Kontro; Guangrong Qin; Boris Aguilar
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Medical digital twins: enabling precision medicine and medical artificial intelligence
err2025-06-01
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errOAAI
errChristoph Sadée; Stefano Testa; Thomas Barba; Katherine Hartmann; Maximilian Schuessler; Alexander Thieme; George M Church; Ifeoma Okoye; Tina Hernandez-Boussard; Leroy Hood; Ilya Shmulevich; Ellen Kuhl; Olivier Gevaert
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Classification of non-TCGA cancer samples to TCGA molecular subtypes using compact feature sets
err2025-02-01
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errOAAI
errEllrot, Kyle; Wong, Christopher K.; Yau, Christina; Castro, Mauro A. A.; Lee, Jordan A.; Karlberg, Brian J.; Grewal, Jasleen K.; Lagani, Vincenzo; Tercan, Bahar; Friedl, Verena; Hinoue, Toshinori; Uzunangelov, Vladislav; Westlake, Lindsay; Loinaz, Xavier; Felau, Ina; Wang, Peggy I.; Kemal, Anab; Caesar-Johnson, Samantha J.; Shmulevich, Ilya; Lazar, Alexander J.; Tsamardinos, Ioannis; Hoadley, Katherine A.; Robertson, A. Gordon; Knijnenburg, Theo A.; Benz, Christopher C.; Stuart, Joshua M.; Zenklusen, Jean C.; Cherniack, Andrew D.; Laird, Peter W.
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Computational capabilities of a multicellular reservoir computing system (vol 18, e0282122, 2023)
err2024-12-05
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errOAAI
errNikolic, Vladimir; Echlin, Moriah; Aguilar, Boris; Shmulevich, Ilya
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A multiscale model of immune surveillance in micrometastases gives insights on cancer patient digital twins
err2024-12-04
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errOAAI
errL. Rocha, Heber; Aguilar, Boris; Getz, Michael; Shmulevich, Ilya; Macklin, Paul
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Digital twins in medicine
err2024-03-26
err13
errOAAI
errLaubenbacher, R.; Mehrad, B.; Shmulevich, I.; Trayanova, N.
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Leveraging compact feature sets for TCGA-based molecular subtype classification on new samples
err2024-03-22
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PREAI
errEllrott, Kyle; Wong, Chris K.; Yau, Christina; Castro, Mauro A.; Lee, Jordan; Karlberg, Brian; Grewal, Jasleen K.; Lagani, Vincenzo; Tercan, Bahar; Friedl, Verena; Hinoue, Toshinori; Uzunangelov, Vladislav; Westlake, Lindsay; Loinaz, Xavier; Felau, Ina; Wang, Peggy; Kemal, Anab; Caesar-Johnson, Samantha J.; Shmulevich, Ilya; Lazar, Alexander J.; Tsamardinos, Ioannis; Hoadley, Katherine A.; Robertson, Gordon A.; Knijnenburg, Theo A.; Benz, Christopher C.; Stuart, Joshua M.; Zenklusen, Jean C.; Cherniack, Andrew D.; Laird, Peter W.
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Toward mechanistic medical digital twins: some use cases in immunology
err2024-03-07
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errOAAI
errLaubenbacher, Reinhard; Adler, Fred; An, Gary; Castiglione, Filippo; Eubank, Stephen; Fonseca, Luis L.; Glazier, James; Helikar, Tomas; Jett-Tilton, Marti; Kirschner, Denise; Macklin, Paul; Mehrad, Borna; Moore, Beth; Pasour, Virginia; Shmulevich, Ilya; Smith, Amber; Voigt, Isabel; Yankeelov, Thomas E.; Ziemssen, Tjalf
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Forum on immune digital twins: a meeting report
err2024-02-16
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errOAAI
errLaubenbacher, Reinhard; Adler, Fred; An, Gary; Castiglione, Filippo; Eubank, Stephen; Fonseca, Luis L.; Glazier, James; Helikar, Tomas; Jett-Tilton, Marti; Kirschner, Denise; Macklin, Paul; Mehrad, Borna; Moore, Beth; Pasour, Virginia; Shmulevich, Ilya; Smith, Amber; Voigt, Isabel; Yankeelov, Thomas E.; Ziemssen, Tjalf
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A framework towards digital twins for type 2 diabetes
err2024-01-26
err4
errOAAI
errZhang, Yue; Qin, Guangrong; Aguilar, Boris; Rappaport, Noa; Yurkovich, James T.; Pflieger, Lance; Huang, Sui; Hood, Leroy; Shmulevich, Ilya
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Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation
err2022-10-06
err38
errOAAI
errStahlberg, Eric A. A.; Abdel-Rahman, Mohamed; Aguilar, Boris; Asadpoure, Alireza; Beckman, Robert A. A.; Borkon, Lynn L. L.; Bryan, Jeffrey N. N.; Cebulla, Colleen M. M.; Chang, Young Hwan; Chatterjee, Ansu; Deng, Jun; Dolatshahi, Sepideh; Gevaert, Olivier; Greenspan, Emily J. J.; Hao, Wenrui; Hernandez-Boussard, Tina; Jackson, Pamela R. R.; Kuijjer, Marieke; Lee, Adrian; Macklin, Paul; Madhavan, Subha; McCoy, Matthew D. D.; Mirzaei, Navid Mohammad; Razzaghi, Talayeh; Rocha, Heber L. L.; Shahriyari, Leili; Shmulevich, Ilya; Stover, Daniel G. G.; Sun, Yi; Syeda-Mahmood, Tanveer; Wang, Jinhua; Wang, Qi; Zervantonakis, Ioannis
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Synthetic lethal kinases in Ras/p53 mutant squamous cell carcinoma
err2022-05-10
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PREAI
errMoser, Russell; Gurley, Kay E.; Nikolova, Olga; Qin, Guangrong; Joshi, Rashmi; Mendez, Eduardo; Shmulevich, Ilya; Ashley, Amanda; Grandori, Carla; Kemp, Christopher J.
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A functional module states framework reveals transcriptional states for drug and target prediction
err2022-01-01
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errOAAI
errQin, Guangrong; Knijnenburg, Theo A.; Gibbs, David L.; Moser, Russell; Monnat, Raymond J. Jr Jr; Kemp, Christopher J.; Shmulevich, Ilya
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Digital twins for predictive oncology will be a paradigm shift for precision cancer care
err2021-11-25
err77
errOAAI
errHernandez-Boussard, Tina; Macklin, Paul; Greenspan, Emily J.; Gryshuk, Amy L.; Stahlberg, Eric; Syeda-Mahmood, Tanveer; Shmulevich, Ilya
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NCI Imaging Data Commons
err2021-06-15
err41
errOAAI
errFedorov, Andrey; Longabaugh, William J. R.; Pot, David; Clunie, David A.; Pieper, Steve; Aerts, Hugo J. W. L.; Homeyer, Andre; Lewis, Rob; Akbarzadeh, Afshin; Bontempi, Dennis; Clifford, William; Herrmann, Markus D.; Hoefener, Henning; Octaviano, Igor; Osborne, Chad; Paquette, Suzanne; Petts, James; Punzo, Davide; Reyes, Madelyn; Schacherer, Daniela P.; Tian, Mi; White, George; Ziegler, Erik; Shmulevich, Ilya; Pihl, Todd; Wagner, Ulrike; Farahani, Keyvan; Kikinis, Ron
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Intricate Genetic Programs Controlling Dormancy in Mycobacterium tuberculosis (vol 31, 107577, 2020)
err2021-06-01
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errOAAI
errPeterson, Eliza J. R.; Abidi, Abrar A.; Arrieta-Ortiz, Mario L.; Aguilar, Boris; Yurkovich, James T.; Kaur, Amardeep; Pan, Min; Srinivas, Vivek; Shmulevich, Ilya; Baliga, Nitin S.
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A CRISPR/Cas9-Engineered ARID1A-Deficient Human Gastric Cancer Organoid Model Reveals Essential and Nonessential Modes of Oncogenic Transformation
err2021-01-15
err91
errOAAI
errLo, Yuan-Hung; Kolahi, Kevin S.; Du, Yuhong; Chang, Chiung-Ying; Krokhotin, Andrey; Nair, Ajay; Sobba, Walter D.; Karlsson, Kasper; Jones, Sunny J.; Longacre, Teri A.; Mah, Amanda T.; Tercan, Bahar; Sockell, Alexandra; Xu, Hang; Seoane, Jose A.; Chen, Jin; Shmulevich, Ilya; Weissman, Jonathan S.; Curtis, Christina; Califano, Andrea; Fu, Haian; Crabtree, Gerald R.; Kuo, Calvin J.
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Discovery of driver non-coding splice-site-creating mutations in cancer
err2020-11-04
err20
errOAAI
errCao, Song; Zhou, Daniel Cui; Oh, Clara; Jayasinghe, Reyka G.; Zhao, Yanyan; Yoon, Christopher J.; Wyczalkowski, Matthew A.; Bailey, Matthew H.; Tsou, Terrence; Gao, Qingsong; Malone, Andrew; Reynolds, Sheila; Shmulevich, Ilya; Wendl, Michael C.; Chen, Feng; Ding, Li
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