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Robert Grossman

TitleProfessor
InstitutionUniversity of Chicago
DepartmentMedicine
AddressChicago IL 60637
Email
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    Collapse Overview 
    Collapse overview
    Robert L. Grossman is the Frederick H. Rawson Distinguished Service Professor in Medicine and Computer Science and the Jim and Karen Frank Director of the Center for Translational Data Science at the University of Chicago. He has also served as the chief research informatics officer of the Biological Sciences Division since 2011. He is the Co-Chief in the Section of Computational Biomedicine and Biomedical Data Science in the Department of Medicine.


    Collapse Biography 
    Collapse awards and honors
    2016ACM Fellow
    2013AAAS Fellow
    2013Federal 100 Award Winner
    2011Pritzker Scholar, University of Chicago

    Collapse Bibliographic 
    Collapse selected publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    1. Howard FM, Dolezal J, Kochanny S, Schulte J, Chen H, Heij L, Huo D, Nanda R, Olopade OI, Kather JN, Cipriani N, Grossman RL, Pearson AT. The impact of site-specific digital histology signatures on deep learning model accuracy and bias. Nat Commun. 2021 07 20; 12(1):4423. PMID: 34285218.
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    2. Heath AP, Ferretti V, Agrawal S, An M, Angelakos JC, Arya R, Bajari R, Baqar B, Barnowski JHB, Burt J, Catton A, Chan BF, Chu F, Cullion K, Davidsen T, Do PM, Dompierre C, Ferguson ML, Fitzsimons MS, Ford M, Fukuma M, Gaheen S, Ganji GL, Garcia TI, George SS, Gerhard DS, Gerthoffert F, Gomez F, Han K, Hernandez KM, Issac B, Jackson R, Jensen MA, Joshi S, Kadam A, Khurana A, Kim KMJ, Kraft VE, Li S, Lichtenberg TM, Lodato J, Lolla L, Martinov P, Mazzone JA, Miller DP, Miller I, Miller JS, Miyauchi K, Murphy MW, Nullet T, Ogwara RO, Ortuño FM, Pedrosa J, Pham PL, Popov MY, Porter JJ, Powell R, Rademacher K, Reid CP, Rich S, Rogel B, Sahni H, Savage JH, Schmitt KA, Simmons TJ, Sislow J, Spring J, Stein L, Sullivan S, Tang Y, Thiagarajan M, Troyer HD, Wang C, Wang Z, West BL, Wilmer A, Wilson S, Wu K, Wysocki WP, Xiang L, Yamada JT, Yang L, Yu C, Yung CK, Zenklusen JC, Zhang J, Zhang Z, Zhao Y, Zubair A, Staudt LM, Grossman RL. Author Correction: The NCI Genomic Data Commons. Nat Genet. 2021 Jun; 53(6):935. PMID: 34007079.
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    3. Grossman RL, Dry JR, Hanlon SE, Johann DJ, Kolatkar A, Lee JSH, Meyer C, Salvatore L, Wells W, Leiman L. BloodPAC Data Commons for Liquid Biopsy Data. JCO Clin Cancer Inform. 2021 04; 5:479-486. PMID: 33929890.
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    4. Heath AP, Ferretti V, Agrawal S, An M, Angelakos JC, Arya R, Bajari R, Baqar B, Barnowski JHB, Burt J, Catton A, Chan BF, Chu F, Cullion K, Davidsen T, Do PM, Dompierre C, Ferguson ML, Fitzsimons MS, Ford M, Fukuma M, Gaheen S, Ganji GL, Garcia TI, George SS, Gerhard DS, Gerthoffert F, Gomez F, Han K, Hernandez KM, Issac B, Jackson R, Jensen MA, Joshi S, Kadam A, Khurana A, Kim KMJ, Kraft VE, Li S, Lichtenberg TM, Lodato J, Lolla L, Martinov P, Mazzone JA, Miller DP, Miller I, Miller JS, Miyauchi K, Murphy MW, Nullet T, Ogwara RO, Ortuño FM, Pedrosa J, Pham PL, Popov MY, Porter JJ, Powell R, Rademacher K, Reid CP, Rich S, Rogel B, Sahni H, Savage JH, Schmitt KA, Simmons TJ, Sislow J, Spring J, Stein L, Sullivan S, Tang Y, Thiagarajan M, Troyer HD, Wang C, Wang Z, West BL, Wilmer A, Wilson S, Wu K, Wysocki WP, Xiang L, Yamada JT, Yang L, Yu C, Yung CK, Zenklusen JC, Zhang J, Zhang Z, Zhao Y, Zubair A, Staudt LM, Grossman RL. The NCI Genomic Data Commons. Nat Genet. 2021 03; 53(3):257-262. PMID: 33619384.
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    5. Zhang Z, Hernandez K, Savage J, Li S, Miller D, Agrawal S, Ortuno F, Staudt LM, Heath A, Grossman RL. Uniform genomic data analysis in the NCI Genomic Data Commons. Nat Commun. 2021 02 22; 12(1):1226. PMID: 33619257.
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    6. Khomtchouk BB, Nelson CS, Vand KA, Palmisano S, Grossman RL. HeartBioPortal2.0: new developments and updates for genetic ancestry and cardiometabolic quantitative traits in diverse human populations. Database (Oxford). 2020 12 31; 2020. PMID: 33382884.
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    7. Elbers DC, Fillmore NR, Sung FC, Ganas SS, Prokhorenkov A, Meyer C, Hall RB, Ajjarapu SJ, Chen DC, Meng F, Grossman RL, Brophy MT, Do NV. The Veterans Affairs Precision Oncology Data Repository, a Clinical, Genomic, and Imaging Research Database. Patterns (N Y). 2020 Sep 11; 1(6):100083. PMID: 33205130.
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    8. Thomas S, Lichtenberg T, Dang K, Fitzsimons M, Grossman RL, Kundra R, Lavery JA, Lenoue-Newton ML, Panageas KS, Sawyers C, Schultz ND, Sirintrapun SJ, Topaloglu U, Welch A, Yu T, Zehir A, Gardos S. Linked Entity Attribute Pair (LEAP): A Harmonization Framework for Data Pooling. JCO Clin Cancer Inform. 2020 08; 4:691-699. PMID: 32755461.
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    9. Pan-cancer analysis of whole genomes. Nature. 2020 02; 578(7793):82-93. PMID: 32025007.
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    10. Febbo PG, Martin AM, Scher HI, Barrett JC, Beaver JA, Beresford PJ, Blumenthal GM, Bramlett K, Compton C, Dittamore R, Eberhard DA, Edelstein D, Godsey J, Gruen A, Hanlon SE, Hicks J, Hovelson D, Hullings M, Johann D, Johnson J, Kolatkar A, Kuhn P, Levine R, Martini JF, Miller DP, Moore C, Moy B, Pathak A, Philip R, Reese D, Royalty W, Ryder M, Sakul H, Salvatore LM, Schade A, Silvestro A, Simmons JK, Simons J, Singh Bhan S, Smalley MD, Somiari SB, Talasaz A, Tewari M, Tseng HR, Vinson J, Wells W, Welsh A, Grossman RL, Lee JSH, Leiman LC. Minimum Technical Data Elements for Liquid Biopsy Data Submitted to Public Databases. Clin Pharmacol Ther. 2020 04; 107(4):730-734. PMID: 32017048.
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    11. Baron T, Grossman RI, Abramson SB, Pusic MV, Rivera R, Triola MM, Yanai I. Signatures of medical student applicants and academic success. PLoS One. 2020; 15(1):e0227108. PMID: 31940377.
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    12. Applebaum MA, Barr EK, Karpus J, West-Szymanski DC, Oliva M, Sokol EA, Zhang S, Zhang Z, Zhang W, Chlenski A, Salwen HR, Wilkinson E, Dobratic M, Grossman RL, Godley LA, Stranger BE, He C, Cohn SL. 5-Hydroxymethylcytosine Profiles in Circulating Cell-Free DNA Associate with Disease Burden in Children with Neuroblastoma. Clin Cancer Res. 2020 03 15; 26(6):1309-1317. PMID: 31852832.
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    13. Do N, Grossman R, Feldman T, Fillmore N, Elbers D, Tuck D, Dhond R, Selva L, Meng F, Fitzsimons M, Ajjarapu S, Ayandeh S, Hall R, Do S, Brophy M. The Veterans Precision Oncology Data Commons: Transforming VA data into a national resource for research in precision oncology. Semin Oncol. 2019 Aug - Oct; 46(4-5):314-320. PMID: 31629530.
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    14. Do NV, Ramos JC, Fillmore NR, Grossman RL, Fitzsimons M, Elbers DC, Meng F, Johnson BR, Ajjarapu S, DeDomenico CL, Pierce-Murray KE, Hall RB, Do AF, Gaynor K, Elkin PL, Brophy MT. Machine Learning Methods to Predict Lung Cancer Survival Using the Veterans Affairs Research Precision Oncology Data Commons. Stud Health Technol Inform. 2019 Aug 21; 264:1453. PMID: 31438177.
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    15. Applebaum MA, Barr EK, Karpus J, Nie J, Zhang Z, Armstrong AE, Uppal S, Sukhanova M, Zhang W, Chlenski A, Salwen HR, Wilkinson E, Dobratic M, Grossman R, Godley LA, Stranger BE, He C, Cohn SL. 5-Hydroxymethylcytosine Profiles Are Prognostic of Outcome in Neuroblastoma and Reveal Transcriptional Networks That Correlate With Tumor Phenotype. JCO Precis Oncol. 2019; 3. PMID: 31179414.
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    16. Friedman PN, Shaazuddin M, Gong L, Grossman RL, Harralson AF, Klein TE, Lee NH, Miller DC, Nutescu EA, O'Brien TJ, O'Donnell PH, O'Leary KJ, Tuck M, Meltzer DO, Perera MA. The ACCOuNT Consortium: A Model for the Discovery, Translation, and Implementation of Precision Medicine in African Americans. Clin Transl Sci. 2019 05; 12(3):209-217. PMID: 30592548.
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    17. Grossman RL. Data Lakes, Clouds, and Commons: A Review of Platforms for Analyzing and Sharing Genomic Data. Trends Genet. 2019 03; 35(3):223-234. PMID: 30691868.
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    18. Geeleher P, Nath A, Wang F, Zhang Z, Barbeira AN, Fessler J, Grossman RL, Seoighe C, Stephanie Huang R. Cancer expression quantitative trait loci (eQTLs) can be determined from heterogeneous tumor gene expression data by modeling variation in tumor purity. Genome Biol. 2018 09 11; 19(1):130. PMID: 30205839.
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    19. Grossman RL. Progress Toward Cancer Data Ecosystems. Cancer J. 2018 May/Jun; 24(3):126-130. PMID: 29794537.
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    20. Peisert S, Dart E, Barnett W, Balas E, Cuff J, Grossman RL, Berman A, Shankar A, Tierney B. The medical science DMZ: a network design pattern for data-intensive medical science. J Am Med Inform Assoc. 2018 Mar 01; 25(3):267-274. PMID: 29040639.
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    21. Jun G, Manning A, Almeida M, Zawistowski M, Wood AR, Teslovich TM, Fuchsberger C, Feng S, Cingolani P, Gaulton KJ, Dyer T, Blackwell TW, Chen H, Chines PS, Choi S, Churchhouse C, Fontanillas P, King R, Lee S, Lincoln SE, Trubetskoy V, DePristo M, Fingerlin T, Grossman R, Grundstad J, Heath A, Kim J, Kim YJ, Laramie J, Lee J, Li H, Liu X, Livne O, Locke AE, Maller J, Mazur A, Morris AP, Pollin TI, Ragona D, Reich D, Rivas MA, Scott LJ, Sim X, Tearle RG, Teo YY, Williams AL, Zöllner S, Curran JE, Peralta J, Akolkar B, Bell GI, Burtt NP, Cox NJ, Florez JC, Hanis CL, McKeon C, Mohlke KL, Seielstad M, Wilson JG, Atzmon G, Below JE, Dupuis J, Nicolae DL, Lehman D, Park T, Won S, Sladek R, Altshuler D, McCarthy MI, Duggirala R, Boehnke M, Frayling TM, Abecasis GR, Blangero J. Evaluating the contribution of rare variants to type 2 diabetes and related traits using pedigrees. Proc Natl Acad Sci U S A. 2018 01 09; 115(2):379-384. PMID: 29279374.
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    22. Wilson S, Fitzsimons M, Ferguson M, Heath A, Jensen M, Miller J, Murphy MW, Porter J, Sahni H, Staudt L, Tang Y, Wang Z, Yu C, Zhang J, Ferretti V, Grossman RL. Developing Cancer Informatics Applications and Tools Using the NCI Genomic Data Commons API. Cancer Res. 2017 11 01; 77(21):e15-e18. PMID: 29092930.
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    23. Patterson MT, Grossman RL. Detecting Spatial Patterns of Disease in Large Collections of Electronic Medical Records Using Neighbor-Based Bootstrapping. Big Data. 2017 09; 5(3):213-224. PMID: 28933946.
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    24. Geeleher P, Zhang Z, Wang F, Gruener RF, Nath A, Morrison G, Bhutra S, Grossman RL, Huang RS. Discovering novel pharmacogenomic biomarkers by imputing drug response in cancer patients from large genomics studies. Genome Res. 2017 10; 27(10):1743-1751. PMID: 28847918.
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    25. Jensen MA, Ferretti V, Grossman RL, Staudt LM. The NCI Genomic Data Commons as an engine for precision medicine. Blood. 2017 07 27; 130(4):453-459. PMID: 28600341.
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    26. Stricker TP, Brown CD, Bandlamudi C, McNerney M, Kittler R, Montoya V, Peterson A, Grossman R, White KP. Robust stratification of breast cancer subtypes using differential patterns of transcript isoform expression. PLoS Genet. 2017 03; 13(3):e1006589. PMID: 28263985.
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    27. Volchenboum SL, Cox SM, Heath A, Resnick A, Cohn SL, Grossman R. Data Commons to Support Pediatric Cancer Research. Am Soc Clin Oncol Educ Book. 2017; 37:746-752. PMID: 28561664.
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    28. Grossman RL, Heath AP, Ferretti V, Varmus HE, Lowy DR, Kibbe WA, Staudt LM. Toward a Shared Vision for Cancer Genomic Data. N Engl J Med. 2016 Sep 22; 375(12):1109-12. PMID: 27653561.
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    29. Grossman RL, Heath A, Murphy M, Patterson M, Wells W. A Case for Data Commons: Toward Data Science as a Service. Comput Sci Eng. 2016 Sep-Oct; 18(5):10-20. PMID: 29033693.
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    30. Peisert S, Barnett W, Dart E, Cuff J, Grossman RL, Balas E, Berman A, Shankar A, Tierney B. The Medical Science DMZ. J Am Med Inform Assoc. 2016 11; 23(6):1199-1201. PMID: 27136944.
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    31. Slattery M, Ma L, Spokony RF, Arthur RK, Kheradpour P, Kundaje A, Nègre N, Crofts A, Ptashkin R, Zieba J, Ostapenko A, Suchy S, Victorsen A, Jameel N, Grundstad AJ, Gao W, Moran JR, Rehm EJ, Grossman RL, Kellis M, White KP. Diverse patterns of genomic targeting by transcriptional regulators in Drosophila melanogaster. Genome Res. 2014 Jul; 24(7):1224-35. PMID: 24985916.
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    32. Heath AP, Greenway M, Powell R, Spring J, Suarez R, Hanley D, Bandlamudi C, McNerney ME, White KP, Grossman RL. Bionimbus: a cloud for managing, analyzing and sharing large genomics datasets. J Am Med Inform Assoc. 2014 Nov-Dec; 21(6):969-75. PMID: 24464852.
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    33. Kolker E, Özdemir V, Martens L, Hancock W, Anderson G, Anderson N, Aynacioglu S, Baranova A, Campagna SR, Chen R, Choiniere J, Dearth SP, Feng WC, Ferguson L, Fox G, Frishman D, Grossman R, Heath A, Higdon R, Hutz MH, Janko I, Jiang L, Joshi S, Kel A, Kemnitz JW, Kohane IS, Kolker N, Lancet D, Lee E, Li W, Lisitsa A, Llerena A, Macnealy-Koch C, Marshall JC, Masuzzo P, May A, Mias G, Monroe M, Montague E, Mooney S, Nesvizhskii A, Noronha S, Omenn G, Rajasimha H, Ramamoorthy P, Sheehan J, Smarr L, Smith CV, Smith T, Snyder M, Rapole S, Srivastava S, Stanberry L, Stewart E, Toppo S, Uetz P, Verheggen K, Voy BH, Warnich L, Wilhelm SW, Yandl G. Toward more transparent and reproducible omics studies through a common metadata checklist and data publications. OMICS. 2014 Jan; 18(1):10-4. PMID: 24456465.
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    34. Madzo J, Liu H, Rodriguez A, Vasanthakumar A, Sundaravel S, Caces DBD, Looney TJ, Zhang L, Lepore JB, Macrae T, Duszynski R, Shih AH, Song CX, Yu M, Yu Y, Grossman R, Raumann B, Verma A, He C, Levine RL, Lavelle D, Lahn BT, Wickrema A, Godley LA. Hydroxymethylation at gene regulatory regions directs stem/early progenitor cell commitment during erythropoiesis. Cell Rep. 2014 Jan 16; 6(1):231-244. PMID: 24373966.
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    35. Kolker E, Özdemir V, Martens L, Hancock W, Anderson G, Anderson N, Aynacioglu S, Baranova A, Campagna SR, Chen R, Choiniere J, Dearth SP, Feng WC, Ferguson L, Fox G, Frishman D, Grossman R, Heath A, Higdon R, Hutz MH, Janko I, Jiang L, Joshi S, Kel A, Kemnitz JW, Kohane IS, Kolker N, Lancet D, Lee E, Li W, Lisitsa A, Llerena A, MacNealy-Koch C, Marshall JC, Masuzzo P, May A, Mias G, Monroe M, Montague E, Mooney S, Nesvizhskii A, Noronha S, Omenn G, Rajasimha H, Ramamoorthy P, Sheehan J, Smarr L, Smith CV, Smith T, Snyder M, Rapole S, Srivastava S, Stanberry L, Stewart E, Toppo S, Uetz P, Verheggen K, Voy BH, Warnich L, Wilhelm SW, Yandl G. Toward More Transparent and Reproducible Omics Studies Through a Common Metadata Checklist and Data Publications. Big Data. 2013 Dec; 1(4):196-201. PMID: 27447251.
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    36. Blair DR, Lyttle CS, Mortensen JM, Bearden CF, Jensen AB, Khiabanian H, Melamed R, Rabadan R, Bernstam EV, Brunak S, Jensen LJ, Nicolae D, Shah NH, Grossman RL, Cox NJ, White KP, Rzhetsky A. A nondegenerate code of deleterious variants in Mendelian loci contributes to complex disease risk. Cell. 2013 Sep 26; 155(1):70-80. PMID: 24074861.
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    37. Jiang ZF, Xia F, Johnson KW, Brown CD, Bartom E, Tuteja JH, Stevens R, Grossman RL, Brumin M, White KP, Ghanim M. Comparison of the genome sequences of "Candidatus Portiera aleyrodidarum" primary endosymbionts of the whitefly Bemisia tabaci B and Q biotypes. Appl Environ Microbiol. 2013 Mar; 79(5):1757-9. PMID: 23315735.
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    38. McNerney ME, Brown CD, Wang X, Bartom ET, Karmakar S, Bandlamudi C, Yu S, Ko J, Sandall BP, Stricker T, Anastasi J, Grossman RL, Cunningham JM, Le Beau MM, White KP. CUX1 is a haploinsufficient tumor suppressor gene on chromosome 7 frequently inactivated in acute myeloid leukemia. Blood. 2013 Feb 07; 121(6):975-83. PMID: 23212519.
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    39. Jiang ZF, Xia F, Johnson KW, Bartom E, Tuteja JH, Stevens R, Grossman RL, Brumin M, White KP, Ghanim M. Genome sequences of the primary endosymbiont "Candidatus Portiera aleyrodidarum" in the whitefly Bemisia tabaci B and Q biotypes. J Bacteriol. 2012 Dec; 194(23):6678-9. PMID: 23144417.
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    40. Grossman RL, White KP. A vision for a biomedical cloud. J Intern Med. 2012 Feb; 271(2):122-30. PMID: 22142244.
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    41. Hricak H, Brody WR, Debatin JF, Grossman RI, Zerhouni EA. View from above. Radiology. 2012 Feb; 262(2):399-401. PMID: 22282180.
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    42. Feng X, Grossman R, Stein L. PeakRanger: a cloud-enabled peak caller for ChIP-seq data. BMC Bioinformatics. 2011 May 09; 12:139. PMID: 21554709.
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    43. A user's guide to the encyclopedia of DNA elements (ENCODE). PLoS Biol. 2011 Apr; 9(4):e1001046. PMID: 21526222.
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    44. Nègre N, Brown CD, Ma L, Bristow CA, Miller SW, Wagner U, Kheradpour P, Eaton ML, Loriaux P, Sealfon R, Li Z, Ishii H, Spokony RF, Chen J, Hwang L, Cheng C, Auburn RP, Davis MB, Domanus M, Shah PK, Morrison CA, Zieba J, Suchy S, Senderowicz L, Victorsen A, Bild NA, Grundstad AJ, Hanley D, MacAlpine DM, Mannervik M, Venken K, Bellen H, White R, Gerstein M, Russell S, Grossman RL, Ren B, Posakony JW, Kellis M, White KP. A cis-regulatory map of the Drosophila genome. Nature. 2011 Mar 24; 471(7339):527-31. PMID: 21430782.
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    45. Identification of functional elements and regulatory circuits by Drosophila modENCODE. Science. 2010 Dec 24; 330(6012):1787-97. PMID: 21177974.
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    46. Tian F, Shah PK, Liu X, Negre N, Chen J, Karpenko O, White KP, Grossman RL. Flynet: a genomic resource for Drosophila melanogaster transcriptional regulatory networks. Bioinformatics. 2009 Nov 15; 25(22):3001-4. PMID: 19656951.
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    47. Gu Y, Grossman RL. Sector and Sphere: the design and implementation of a high-performance data cloud. Philos Trans A Math Phys Eng Sci. 2009 Jun 28; 367(1897):2429-45. PMID: 19451100.
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    48. Tian F, Chen J, Bao S, Shi L, Liu X, Grossman R. A graph model based study on regulatory impacts of transcription factors of Drosophila melanogaster and comparison across species. Biochem Biophys Res Commun. 2009 Sep 04; 386(4):559-62. PMID: 19538943.
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    49. Wilkinson L, Anand A, Grossman R. High-dimensional visual analytics: interactive exploration guided by pairwise views of point distributions. IEEE Trans Vis Comput Graph. 2006 Nov-Dec; 12(6):1363-72. PMID: 17073361.
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    50. Grossman R, Kasturi P, Hamelberg D, Liu B. An empirical study of the universal chemical key algorithm for assigning unique keys to chemical compounds. J Bioinform Comput Biol. 2004 Mar; 2(1):155-71. PMID: 15272437.
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    51. Grossman R, Kasturi P, Hamelberg D, Liu B. Experimental studies of the Universal Chemical Key (UCK) algorithm on the NCI database of chemical compounds. Proc IEEE Comput Soc Bioinform Conf. 2003; 2:244-50. PMID: 16452799.
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    52. Filippi M, Dousset V, McFarland HF, Miller DH, Grossman RI. Role of magnetic resonance imaging in the diagnosis and monitoring of multiple sclerosis: consensus report of the White Matter Study Group. J Magn Reson Imaging. 2002 May; 15(5):499-504. PMID: 11997889.
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    53. Fazekas F, Barkhof F, Filippi M, Grossman RI, Li DK, McDonald WI, McFarland HF, Paty DW, Simon JH, Wolinsky JS, Miller DH. The contribution of magnetic resonance imaging to the diagnosis of multiple sclerosis. Neurology. 1999 Aug 11; 53(3):448-56. PMID: 10449103.
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    54. Filippi M, Horsfield MA, Adèr HJ, Barkhof F, Bruzzi P, Evans A, Frank JA, Grossman RI, McFarland HF, Molyneux P, Paty DW, Simon J, Tofts PS, Wolinsky JS, Miller DH. Guidelines for using quantitative measures of brain magnetic resonance imaging abnormalities in monitoring the treatment of multiple sclerosis. Ann Neurol. 1998 Apr; 43(4):499-506. PMID: 9546332.
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    55. Miller DH, Grossman RI, Reingold SC, McFarland HF. The role of magnetic resonance techniques in understanding and managing multiple sclerosis. Brain. 1998 Jan; 121 ( Pt 1):3-24. PMID: 9549485.
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    56. Hirsch JA, Langlotz CP, Lee J, Tanio CP, Grossman RI, Schulman KA. Clinical assessment of MR of the brain in nonsurgical inpatients. AJNR Am J Neuroradiol. 1996 Aug; 17(7):1245-53. PMID: 8871707.
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    57. Zimmerman RA, Bilaniuk LT, Hackney DB, Goldberg HI, Grossman RI. Magnetic resonance imaging of the pediatric spinal cord and canal. Acta Radiol Suppl. 1986; 369:649-50. PMID: 2980584.
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    58. Levine RS, Grossman RI. Head and facial trauma. Emerg Med Clin North Am. 1985 Aug; 3(3):447-73. PMID: 3893976.
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    59. Zimmerman RA, Bilaniuk LT, Grossman RI, Levine RS, Lynch R, Goldberg HI, Samuel L, Edelstein W, Bottomley P, Redington RW. Resistive NMR of intracranial hematomas. Neuroradiology. 1985; 27(1):16-20. PMID: 3974860.
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    60. Teasdale G, Rowan JO, Turner J, Grossman R, Miller JD. Cerebral perfusion failure and cortical electrical activity. Acta Neurol Scand Suppl. 1977; 64:430-1. PMID: 409074.
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