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An algorithm to identify patients aged 0-3 with rare genetic disorders.
Webb BD, Lau LY, Tsevdos D, Shewcraft RA, Corrigan D, Shi L, Lee S, Tyler J, Li S, Wang Z, Stolovitzky G, Edelmann L, Chen R, Schadt EE, Li L. Webb BD, et al. Among authors: stolovitzky g. Orphanet J Rare Dis. 2024 May 2;19(1):183. doi: 10.1186/s13023-024-03188-9. Orphanet J Rare Dis. 2024. PMID: 38698482 Free PMC article.
Microbiome preterm birth DREAM challenge: Crowdsourcing machine learning approaches to advance preterm birth research.
Golob JL, Oskotsky TT, Tang AS, Roldan A, Chung V, Ha CWY, Wong RJ, Flynn KJ, Parraga-Leo A, Wibrand C, Minot SS, Oskotsky B, Andreoletti G, Kosti I, Bletz J, Nelson A, Gao J, Wei Z, Chen G, Tang ZZ, Novielli P, Romano D, Pantaleo E, Amoroso N, Monaco A, Vacca M, De Angelis M, Bellotti R, Tangaro S, Kuntzleman A, Bigcraft I, Techtmann S, Bae D, Kim E, Jeon J, Joe S; Preterm Birth DREAM Community; Theis KR, Ng S, Lee YS, Diaz-Gimeno P, Bennett PR, MacIntyre DA, Stolovitzky G, Lynch SV, Albrecht J, Gomez-Lopez N, Romero R, Stevenson DK, Aghaeepour N, Tarca AL, Costello JC, Sirota M. Golob JL, et al. Among authors: stolovitzky g. Cell Rep Med. 2024 Jan 16;5(1):101350. doi: 10.1016/j.xcrm.2023.101350. Epub 2023 Dec 21. Cell Rep Med. 2024. PMID: 38134931 Free PMC article.
Analysis of real-world data to investigate evolving treatment sequencing patterns in advanced non-small cell lung cancers and their impact on survival.
Liu Z, Lee K, Cohn D, Zhang M, Ai L, Li M, Zhang X, Jun T, Higashi MK, Pan Q, Oh W, Stolovitzky G, Schadt E, Wang X, Li SD. Liu Z, et al. Among authors: stolovitzky g. J Thorac Dis. 2023 May 30;15(5):2438-2449. doi: 10.21037/jtd-22-1481. Epub 2023 Apr 6. J Thorac Dis. 2023. PMID: 37324065 Free PMC article.
Microbiome Preterm Birth DREAM Challenge: Crowdsourcing Machine Learning Approaches to Advance Preterm Birth Research.
Golob JL, Oskotsky TT, Tang AS, Roldan A, Chung V, Ha CWY, Wong RJ, Flynn KJ, Parraga-Leo A, Wibrand C, Minot SS, Andreoletti G, Kosti I, Bletz J, Nelson A, Gao J, Wei Z, Chen G, Tang ZZ, Novielli P, Romano D, Pantaleo E, Amoroso N, Monaco A, Vacca M, De Angelis M, Bellotti R, Tangaro S, Kuntzleman A, Bigcraft I, Techtmann S, Bae D, Kim E, Jeon J, Joe S; Preterm Birth DREAM Community; Theis KR, Ng S, Lee Li YS, Diaz-Gimeno P, Bennett PR, MacIntyre DA, Stolovitzky G, Lynch SV, Albrecht J, Gomez-Lopez N, Romero R, Stevenson DK, Aghaeepour N, Tarca AL, Costello JC, Sirota M. Golob JL, et al. Among authors: stolovitzky g. medRxiv [Preprint]. 2023 Apr 11:2023.03.07.23286920. doi: 10.1101/2023.03.07.23286920. medRxiv. 2023. PMID: 36945505 Free PMC article. Updated. Preprint.
A Crowdsourcing Approach to Develop Machine Learning Models to Quantify Radiographic Joint Damage in Rheumatoid Arthritis.
Sun D, Nguyen TM, Allaway RJ, Wang J, Chung V, Yu TV, Mason M, Dimitrovsky I, Ericson L, Li H, Guan Y, Israel A, Olar A, Pataki BA, Stolovitzky G, Guinney J, Gulko PS, Frazier MB, Chen JY, Costello JC, Bridges SL Jr; RA2-DREAM Challenge Community. Sun D, et al. Among authors: stolovitzky g. JAMA Netw Open. 2022 Aug 1;5(8):e2227423. doi: 10.1001/jamanetworkopen.2022.27423. JAMA Netw Open. 2022. PMID: 36036935 Free PMC article.
Open Problems in Extracellular RNA Data Analysis: Insights From an ERCC Online Workshop.
Alexander RP, Kitchen RR, Tosar JP, Roth M, Mestdagh P, Max KEA, Rozowsky J, Kaczor-Urbanowicz KE, Chang J, Balaj L, Losic B, Van Nostrand EL, LaPlante E, Mateescu B, White BS, Yu R, Milosavljevic A, Stolovitzky G, Spengler RM. Alexander RP, et al. Among authors: stolovitzky g. Front Genet. 2022 Jan 3;12:778416. doi: 10.3389/fgene.2021.778416. eCollection 2021. Front Genet. 2022. PMID: 35047007 Free PMC article.
Unannotated small RNA clusters associated with circulating extracellular vesicles detect early stage liver cancer.
von Felden J, Garcia-Lezana T, Dogra N, Gonzalez-Kozlova E, Ahsen ME, Craig A, Gifford S, Wunsch B, Smith JT, Kim S, Diaz JEL, Chen X, Labgaa I, Haber P, Olsen R, Han D, Restrepo P, D'Avola D, Hernandez-Meza G, Allette K, Sebra R, Saberi B, Tabrizian P, Asgharpour A, Dieterich D, Llovet JM, Cordon-Cardo C, Tewari A, Schwartz M, Stolovitzky G, Losic B, Villanueva A. von Felden J, et al. Among authors: stolovitzky g. Gut. 2021 Jul 28:gutjnl-2021-325036. doi: 10.1136/gutjnl-2021-325036. Online ahead of print. Gut. 2021. PMID: 34321221 Free PMC article.
159 results