Travis Zack, MD, PhD

Title(s)Assistant Professor, Medicine
SchoolSchool of Medicine
Address550 16th Street, #6568
San Francisco CA 94158
Phone415-221-4810 ext. 2129
PronounsHe/Him/His
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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. The MI-CLAIM-GEN checklist for generative artificial intelligence in health. Nat Med. 2025 Feb 06. Miao BY, Chen IY, Williams CYK, Davidson J, Garcia-Agundez A, Sun S, Zack T, Saria S, Arnaout R, Quer G, Sadaei HJ, Torkamani A, Beaulieu-Jones B, Yu B, Gianfrancesco M, Butte AJ, Norgeot B, Sushil M. PMID: 39915678.
      View in: PubMed   Mentions:    Fields:    
    2. Exploring the Social Media Discussion of Breast Cancer Treatment Choices: Quantitative Natural Language Processing Study. JMIR Cancer. 2025 Jan 28; 11:e52886. Spiegel DY, Friesner ID, Zhang W, Zack T, Yan G, Willcox J, Prionas N, Singer L, Park C, Hong JC. PMID: 39881478; PMCID: PMC11793830.
      View in: PubMed   Mentions:
    3. Assessing Large Language Models for Oncology Data Inference From Radiology Reports. JCO Clin Cancer Inform. 2024 Dec; 8:e2400126. Chen LC, Zack T, Demirci A, Sushil M, Miao B, Kasap C, Butte A, Collisson EA, Hong JC. PMID: 39661914.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    4. Revealing the impact of social circumstances on the selection of cancer therapy through natural language processing of social work notes. JAMIA Open. 2024 Dec; 7(4):ooae073. Sun S, Zack T, Williams CYK, Butte AJ, Sushil M. PMID: 39399272; PMCID: PMC11470153.
      View in: PubMed   Mentions: 1  
    5. Screening Characteristics of Hemoglobin and Mean Corpuscular Volume for Detection of Iron Deficiency in Pregnancy. Obstet Gynecol. 2025 Jan 01; 145(1):91-94. Chao HX, Zack T, Leavitt AD. PMID: 39361958; PMCID: PMC11630653.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    6. A comparative study of large language model-based zero-shot inference and task-specific supervised classification of breast cancer pathology reports. J Am Med Inform Assoc. 2024 Oct 01; 31(10):2315-2327. Sushil M, Zack T, Mandair D, Zheng Z, Wali A, Yu YN, Quan Y, Lituiev D, Butte AJ. PMID: 38900207; PMCID: PMC11413420.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    7. Use of a Large Language Model to Assess Clinical Acuity of Adults in the Emergency Department. JAMA Netw Open. 2024 05 01; 7(5):e248895. Williams CYK, Zack T, Miao BY, Sushil M, Wang M, Kornblith AE, Butte AJ. PMID: 38713466; PMCID: PMC11077390.
      View in: PubMed   Mentions: 9     Fields:    
    8. Predictive Modeling of Drug-Related Adverse Events with Real-World Data: A Case Study of Linezolid Hematologic Outcomes. Clin Pharmacol Ther. 2024 04; 115(4):847-859. Patel A, Doernberg SB, Zack T, Butte AJ, Radtke KK. PMID: 38345264.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    9. A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification. Res Sq. 2024 Feb 06. Sushil M, Zack T, Mandair D, Zheng Z, Wali A, Yu YN, Quan Y, Butte AJ. PMID: 38405831; PMCID: PMC10889046.
      View in: PubMed   Mentions:
    10. Introducing a Comprehensive Score of Systemic Anticancer Treatment Relevance. Stud Health Technol Inform. 2024 Jan 25; 310:464-468. Zack T, Warner JL. PMID: 38269846; PMCID: PMC10909246.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    11. Topic modeling on clinical social work notes for exploring social determinants of health factors. JAMIA Open. 2024 Apr; 7(1):ooad112. Sun S, Zack T, Williams CYK, Sushil M, Butte AJ. PMID: 38223407; PMCID: PMC10788143.
      View in: PubMed   Mentions: 2  
    12. Assessing the potential of GPT-4 to perpetuate racial and gender biases in health care: a model evaluation study. Lancet Digit Health. 2024 01; 6(1):e12-e22. Zack T, Lehman E, Suzgun M, Rodriguez JA, Celi LA, Gichoya J, Jurafsky D, Szolovits P, Bates DW, Abdulnour RE, Butte AJ, Alsentzer E. PMID: 38123252.
      View in: PubMed   Mentions: 41     Fields:    Translation:Humans
    13. Defining incidence and complications of fibrolamellar liver cancer through tiered computational analysis of clinical data. NPJ Precis Oncol. 2023 Mar 23; 7(1):29. Zack T, Losert KP, Maisel SM, Wild J, Yaqubie A, Herman M, Knox JJ, Mayer RJ, Venook AP, Butte A, O'Neill AF, Abou-Alfa GK, Gordan JD. PMID: 36959495; PMCID: PMC10034241.
      View in: PubMed   Mentions: 3  
    14. A Clinical Reasoning-Encoded Case Library Developed through Natural Language Processing. J Gen Intern Med. 2023 01; 38(1):5-11. Zack T, Dhaliwal G, Geha R, Margaretten M, Murray S, Hong JC. PMID: 36071325; PMCID: PMC9849536.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    15. Structural variants shape driver combinations and outcomes in pediatric high-grade glioma. Nat Cancer. 2022 08; 3(8):994-1011. Dubois FPB, Shapira O, Greenwald NF, Zack T, Wala J, Tsai JW, Crane A, Baguette A, Hadjadj D, Harutyunyan AS, Kumar KH, Blattner-Johnson M, Vogelzang J, Sousa C, Kang KS, Sinai C, Wang DK, Khadka P, Lewis K, Nguyen L, Malkin H, Ho P, O'Rourke R, Zhang S, Gold R, Deng D, Serrano J, Snuderl M, Jones C, Wright KD, Chi SN, Grill J, Kleinman CL, Goumnerova LC, Jabado N, Jones DTW, Kieran MW, Ligon KL, Beroukhim R, Bandopadhayay P. PMID: 35788723; PMCID: PMC10365847.
      View in: PubMed   Mentions: 14     Fields:    Translation:Humans
    16. PPM1D mutations are oncogenic drivers of de novo diffuse midline glioma formation. Nat Commun. 2022 02 01; 13(1):604. Khadka P, Reitman ZJ, Lu S, Buchan G, Gionet G, Dubois F, Carvalho DM, Shih J, Zhang S, Greenwald NF, Zack T, Shapira O, Pelton K, Hartley R, Bear H, Georgis Y, Jarmale S, Melanson R, Bonanno K, Schoolcraft K, Miller PG, Condurat AL, Gonzalez EM, Qian K, Morin E, Langhnoja J, Lupien LE, Rendo V, Digiacomo J, Wang D, Zhou K, Kumbhani R, Guerra Garcia ME, Sinai CE, Becker S, Schneider R, Vogelzang J, Krug K, Goodale A, Abid T, Kalani Z, Piccioni F, Beroukhim R, Persky NS, Root DE, Carcaboso AM, Ebert BL, Fuller C, Babur O, Kieran MW, Jones C, Keshishian H, Ligon KL, Carr SA, Phoenix TN, Bandopadhayay P. PMID: 35105861; PMCID: PMC8807747.
      View in: PubMed   Mentions: 19     Fields:    Translation:HumansAnimalsCells
    17. CovidCounties is an interactive real time tracker of the COVID19 pandemic at the level of US counties. Sci Data. 2020 11 16; 7(1):405. Arneson D, Elliott M, Mosenia A, Oskotsky B, Solodar S, Vashisht R, Zack T, Bleicher P, Butte AJ, Rudrapatna VA. PMID: 33199721; PMCID: PMC7669883.
      View in: PubMed   Mentions: 8     Fields:    Translation:HumansCellsPHPublic Health
    18. MR Imaging Correlates for Molecular and Mutational Analyses in Children with Diffuse Intrinsic Pontine Glioma. AJNR Am J Neuroradiol. 2020 05; 41(5):874-881. Jaimes C, Vajapeyam S, Brown D, Kao PC, Ma C, Greenspan L, Gupta N, Goumnerova L, Bandopahayay P, Dubois F, Greenwald NF, Zack T, Shapira O, Beroukhim R, Ligon KL, Chi S, Kieran MW, Wright KD, Poussaint TY. PMID: 32381545; PMCID: PMC7228178.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    19. CovidCounties - an interactive, real-time tracker of the COVID-19 pandemic at the level of US counties. medRxiv. 2020 May 02. Arneson D, Elliott M, Mosenia A, Oskotsky B, Vashisht R, Zack T, Bleicher P, Butte AJ, Rudrapatna VA. PMID: 32511606; PMCID: PMC7276033.
      View in: PubMed   Mentions:
    20. Multicentennial record of Labrador Sea primary productivity and sea-ice variability archived in coralline algal barium. Nat Commun. 2017 06 01; 8:15543. Chan P, Halfar J, Adey W, Hetzinger S, Zack T, Moore GWK, Wortmann UG, Williams B, Hou A. PMID: 28569839; PMCID: PMC5461504.
      View in: PubMed   Mentions: 3     Fields:    
    21. Copy-number and gene dependency analysis reveals partial copy loss of wild-type SF3B1 as a novel cancer vulnerability. Elife. 2017 02 08; 6. Paolella BR, Gibson WJ, Urbanski LM, Alberta JA, Zack TI, Bandopadhayay P, Nichols CA, Agarwalla PK, Brown MS, Lamothe R, Yu Y, Choi PS, Obeng EA, Heckl D, Wei G, Wang B, Tsherniak A, Vazquez F, Weir BA, Root DE, Cowley GS, Buhrlage SJ, Stiles CD, Ebert BL, Hahn WC, Reed R, Beroukhim R. PMID: 28177281; PMCID: PMC5357138.
      View in: PubMed   Mentions: 43     Fields:    Translation:HumansCells
    22. Genomic evolution and chemoresistance in germ-cell tumours. Nature. 2016 11 30; 540(7631):114-118. Taylor-Weiner A, Zack T, O'Donnell E, Guerriero JL, Bernard B, Reddy A, Han GC, AlDubayan S, Amin-Mansour A, Schumacher SE, Litchfield K, Turnbull C, Gabriel S, Beroukhim R, Getz G, Carter SL, Hirsch MS, Letai A, Sweeney C, Van Allen EM. PMID: 27905446; PMCID: PMC5553306.
      View in: PubMed   Mentions: 84     Fields:    Translation:HumansCells
    23. Genomic Heterogeneity and Exceptional Response to Dual Pathway Inhibition in Anaplastic Thyroid Cancer. Clin Cancer Res. 2017 May 01; 23(9):2367-2373. Gibson WJ, Ruan DT, Paulson VA, Barletta JA, Hanna GJ, Kraft S, Calles A, Nehs MA, Moore FD, Taylor-Weiner A, Wala JA, Zack TI, Lee TC, Fennessy FM, Alexander EK, Thomas T, Janne PA, Garraway LA, Carter SL, Beroukhim R, Lorch JH, Van Allen EM. PMID: 27797976; PMCID: PMC5393965.
      View in: PubMed   Mentions: 16     Fields:    Translation:HumansCells
    24. The genomic landscape and evolution of endometrial carcinoma progression and abdominopelvic metastasis. Nat Genet. 2016 08; 48(8):848-55. Gibson WJ, Hoivik EA, Halle MK, Taylor-Weiner A, Cherniack AD, Berg A, Holst F, Zack TI, Werner HM, Staby KM, Rosenberg M, Stefansson IM, Kusonmano K, Chevalier A, Mauland KK, Trovik J, Krakstad C, Giannakis M, Hodis E, Woie K, Bjorge L, Vintermyr OK, Wala JA, Lawrence MS, Getz G, Carter SL, Beroukhim R, Salvesen HB. PMID: 27348297; PMCID: PMC4963271.
      View in: PubMed   Mentions: 108     Fields:    Translation:Humans
    25. Characterizing genomic alterations in cancer by complementary functional associations. Nat Biotechnol. 2016 05; 34(5):539-46. Kim JW, Botvinnik OB, Abudayyeh O, Birger C, Rosenbluh J, Shrestha Y, Abazeed ME, Hammerman PS, DiCara D, Konieczkowski DJ, Johannessen CM, Liberzon A, Alizad-Rahvar AR, Alexe G, Aguirre A, Ghandi M, Greulich H, Vazquez F, Weir BA, Van Allen EM, Tsherniak A, Shao DD, Zack TI, Noble M, Getz G, Beroukhim R, Garraway LA, Ardakani M, Romualdi C, Sales G, Barbie DA, Boehm JS, Hahn WC, Mesirov JP, Tamayo P. PMID: 27088724; PMCID: PMC4868596.
      View in: PubMed   Mentions: 52     Fields:    Translation:HumansCells
    26. Comprehensive, Integrative Genomic Analysis of Diffuse Lower-Grade Gliomas. N Engl J Med. 2015 Jun 25; 372(26):2481-98. Cancer Genome Atlas Research Network, Brat DJ, Verhaak RG, Aldape KD, Yung WK, Salama SR, Cooper LA, Rheinbay E, Miller CR, Vitucci M, Morozova O, Robertson AG, Noushmehr H, Laird PW, Cherniack AD, Akbani R, Huse JT, Ciriello G, Poisson LM, Barnholtz-Sloan JS, Berger MS, Brennan C, Colen RR, Colman H, Flanders AE, Giannini C, Grifford M, Iavarone A, Jain R, Joseph I, Kim J, Kasaian K, Mikkelsen T, Murray BA, O'Neill BP, Pachter L, Parsons DW, Sougnez C, Sulman EP, Vandenberg SR, Van Meir EG, von Deimling A, Zhang H, Crain D, Lau K, Mallery D, Morris S, Paulauskis J, Penny R, Shelton T, Sherman M, Yena P, Black A, Bowen J, Dicostanzo K, Gastier-Foster J, Leraas KM, Lichtenberg TM, Pierson CR, Ramirez NC, Taylor C, Weaver S, Wise L, Zmuda E, Davidsen T, Demchok JA, Eley G, Ferguson ML, Hutter CM, Mills Shaw KR, Ozenberger BA, Sheth M, Sofia HJ, Tarnuzzer R, Wang Z, Yang L, Zenklusen JC, Ayala B, Baboud J, Chudamani S, Jensen MA, Liu J, Pihl T, Raman R, Wan Y, Wu Y, Ally A, Auman JT, Balasundaram M, Balu S, Baylin SB, Beroukhim R, Bootwalla MS, Bowlby R, Bristow CA, Brooks D, Butterfield Y, Carlsen R, Carter S, Chin L, Chu A, Chuah E, Cibulskis K, Clarke A, Coetzee SG, Dhalla N, Fennell T, Fisher S, Gabriel S, Getz G, Gibbs R, Guin R, Hadjipanayis A, Hayes DN, Hinoue T, Hoadley K, Holt RA, Hoyle AP, Jefferys SR, Jones S, Jones CD, Kucherlapati R, Lai PH, Lander E, Lee S, Lichtenstein L, Ma Y, Maglinte DT, Mahadeshwar HS, Marra MA, Mayo M, Meng S, Meyerson ML, Mieczkowski PA, Moore RA, Mose LE, Mungall AJ, Pantazi A, Parfenov M, Park PJ, Parker JS, Perou CM, Protopopov A, Ren X, Roach J, Sabedot TS, Schein J, Schumacher SE, Seidman JG, Seth S, Shen H, Simons JV, Sipahimalani P, Soloway MG, Song X, Sun H, Tabak B, Tam A, Tan D, Tang J, Thiessen N, Triche T, Van Den Berg DJ, Veluvolu U, Waring S, Weisenberger DJ, Wilkerson MD, Wong T, Wu J, Xi L, Xu AW, Yang L, Zack TI, Zhang J, Aksoy BA, Arachchi H, Benz C, Bernard B, Carlin D, Cho J, DiCara D, Frazer S, Fuller GN, Gao J, Gehlenborg N, Haussler D, Heiman DI, Iype L, Jacobsen A, Ju Z, Katzman S, Kim H, Knijnenburg T, Kreisberg RB, Lawrence MS, Lee W, Leinonen K, Lin P, Ling S, Liu W, Liu Y, Liu Y, Lu Y, Mills G, Ng S, Noble MS, Paull E, Rao A, Reynolds S, Saksena G, Sanborn Z, Sander C, Schultz N, Senbabaoglu Y, Shen R, Shmulevich I, Sinha R, Stuart J, Sumer SO, Sun Y, Tasman N, Taylor BS, Voet D, Weinhold N, Weinstein JN, Yang D, Yoshihara K, Zheng S, Zhang W, Zou L, Abel T, Sadeghi S, Cohen ML, Eschbacher J, Hattab EM, Raghunathan A, Schniederjan MJ, Aziz D, Barnett G, Barrett W, Bigner DD, Boice L, Brewer C, Calatozzolo C, Campos B, Carlotti CG, Chan TA, Cuppini L, Curley E, Cuzzubbo S, Devine K, DiMeco F, Duell R, Elder JB, Fehrenbach A, Finocchiaro G, Friedman W, Fulop J, Gardner J, Hermes B, Herold-Mende C, Jungk C, Kendler A, Lehman NL, Lipp E, Liu O, Mandt R, McGraw M, Mclendon R, McPherson C, Neder L, Nguyen P, Noss A, Nunziata R, Ostrom QT, Palmer C, Perin A, Pollo B, Potapov A, Potapova O, Rathmell WK, Rotin D, Scarpace L, Schilero C, Senecal K, Shimmel K, Shurkhay V, Sifri S, Singh R, Sloan AE, Smolenski K, Staugaitis SM, Steele R, Thorne L, Tirapelli DP, Unterberg A, Vallurupalli M, Wang Y, Warnick R, Williams F, Wolinsky Y, Bell S, Rosenberg M, Stewart C, Huang F, Grimsby JL, Radenbaugh AJ, Zhang J. PMID: 26061751; PMCID: PMC4530011.
      View in: PubMed   Mentions: 1549     Fields:    Translation:HumansCells
    27. Systematic screening reveals a role for BRCA1 in the response to transcription-associated DNA damage. Genes Dev. 2014 Sep 01; 28(17):1957-75. Hill SJ, Rolland T, Adelmant G, Xia X, Owen MS, Dricot A, Zack TI, Sahni N, Jacob Y, Hao T, McKinney KM, Clark AP, Reyon D, Tsai SQ, Joung JK, Beroukhim R, Marto JA, Vidal M, Gaudet S, Hill DE, Livingston DM. PMID: 25184681; PMCID: PMC4197947.
      View in: PubMed   Mentions: 68     Fields:    Translation:HumansCells
    28. Pan-cancer genetic analysis identifies PARK2 as a master regulator of G1/S cyclins. Nat Genet. 2014 Jun; 46(6):588-94. Gong Y, Zack TI, Morris LG, Lin K, Hukkelhoven E, Raheja R, Tan IL, Turcan S, Veeriah S, Meng S, Viale A, Schumacher SE, Palmedo P, Beroukhim R, Chan TA. PMID: 24793136; PMCID: PMC4251771.
      View in: PubMed   Mentions: 102     Fields:    Translation:HumansAnimalsCells
    29. Pan-cancer patterns of somatic copy number alteration. Nat Genet. 2013 Oct; 45(10):1134-40. Zack TI, Schumacher SE, Carter SL, Cherniack AD, Saksena G, Tabak B, Lawrence MS, Zhsng CZ, Wala J, Mermel CH, Sougnez C, Gabriel SB, Hernandez B, Shen H, Laird PW, Getz G, Meyerson M, Beroukhim R. PMID: 24071852; PMCID: PMC3966983.
      View in: PubMed   Mentions: 992     Fields:    Translation:Humans
    30. Integrated genomic analysis of the 8q24 amplification in endometrial cancers identifies ATAD2 as essential to MYC-dependent cancers. PLoS One. 2013; 8(2):e54873. Raeder MB, Birkeland E, Trovik J, Krakstad C, Shehata S, Schumacher S, Zack TI, Krohn A, Werner HM, Moody SE, Wik E, Stefansson IM, Holst F, Oyan AM, Tamayo P, Mesirov JP, Kalland KH, Akslen LA, Simon R, Beroukhim R, Salvesen HB. PMID: 23393560; PMCID: PMC3564856.
      View in: PubMed   Mentions: 43     Fields:    Translation:HumansCells
    31. Identification of a pan-cancer oncogenic microRNA superfamily anchored by a central core seed motif. Nat Commun. 2013; 4:2730. Hamilton MP, Rajapakshe K, Hartig SM, Reva B, McLellan MD, Kandoth C, Ding L, Zack TI, Gunaratne PH, Wheeler DA, Coarfa C, McGuire SE. PMID: 24220575; PMCID: PMC3868236.
      View in: PubMed   Mentions: 77     Fields:    Translation:HumansCells
    32. ATARiS: computational quantification of gene suppression phenotypes from multisample RNAi screens. Genome Res. 2013 Apr; 23(4):665-78. Shao DD, Tsherniak A, Gopal S, Weir BA, Tamayo P, Stransky N, Schumacher SE, Zack TI, Beroukhim R, Garraway LA, Margolin AA, Root DE, Hahn WC, Mesirov JP. PMID: 23269662; PMCID: PMC3613583.
      View in: PubMed   Mentions: 83     Fields:    Translation:HumansAnimals
    33. β-Catenin-driven cancers require a YAP1 transcriptional complex for survival and tumorigenesis. Cell. 2012 Dec 21; 151(7):1457-73. Rosenbluh J, Nijhawan D, Cox AG, Li X, Neal JT, Schafer EJ, Zack TI, Wang X, Tsherniak A, Schinzel AC, Shao DD, Schumacher SE, Weir BA, Vazquez F, Cowley GS, Root DE, Mesirov JP, Beroukhim R, Kuo CJ, Goessling W, Hahn WC. PMID: 23245941; PMCID: PMC3530160.
      View in: PubMed   Mentions: 442     Fields:    Translation:HumansAnimalsCells
    34. Cancer vulnerabilities unveiled by genomic loss. Cell. 2012 Aug 17; 150(4):842-54. Nijhawan D, Zack TI, Ren Y, Strickland MR, Lamothe R, Schumacher SE, Tsherniak A, Besche HC, Rosenbluh J, Shehata S, Cowley GS, Weir BA, Goldberg AL, Mesirov JP, Root DE, Bhatia SN, Beroukhim R, Hahn WC. PMID: 22901813; PMCID: PMC3429351.
      View in: PubMed   Mentions: 138     Fields:    Translation:HumansAnimalsCells
    35. Absolute quantification of somatic DNA alterations in human cancer. Nat Biotechnol. 2012 May; 30(5):413-21. Carter SL, Cibulskis K, Helman E, McKenna A, Shen H, Zack T, Laird PW, Onofrio RC, Winckler W, Weir BA, Beroukhim R, Pellman D, Levine DA, Lander ES, Meyerson M, Getz G. PMID: 22544022; PMCID: PMC4383288.
      View in: PubMed   Mentions: 1145     Fields:    Translation:HumansCells
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