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Jomol Puthuparampil Mathew PhD

TitleAdjunct Assistant Professor
InstitutionUMass Chan Medical School
DepartmentPopulation and Quantitative Health Sciences
AddressUW-Madison School of Medicine and Public Health
750 Highland Avenue
Madison WI 53705
Phone608-890-4101
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    Other Positions
    InstitutionT.H. Chan School of Medicine
    DepartmentPopulation and Quantitative Health Sciences
    DivisionHealth Informatics And Implementation Science


    Collapse Biography 
    Collapse education and training
    Kerala Agricultural University, Thrissur, KL, IndiaBSScience
    Kerala Agricultural University, Thrissur, KL, IndiaMSScience
    University of Massachusetts Amherst, Amherst, MA, United StatesPHDPlant and Soil Sciences

    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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    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. Ahmed KS, Issaka SM, Marcinak CT, Virani SS, Jaraczewski T, Afshar M, Mayampurath A, Churpek MM, Mathew J, Zafar SN. Machine Learning-Driven Modeling to Predict Postdischarge Venous Thromboembolism After Pancreatectomy for Pancreas Cancer. Ann Surg Oncol. 2025 Feb 20. PMID: 39979688.
      Citations:    
    2. Menezes MCS, Hoffmann AF, Tan ALM, Nalbandyan M, Omenn GS, Mazzotti DR, Hern?ndez-Arango A, Visweswaran S, Venkatesh S, Mandl KD, Bourgeois FT, Lee JWK, Makmur A, Hanauer DA, Semanik MG, Kerivan LT, Hill T, Forero J, Restrepo C, Vigna M, Ceriana P, Abu-El-Rub N, Avillach P, Bellazzi R, Callaci T, Guti?rrez-Sacrist?n A, Malovini A, Mathew JP, Morris M, Murthy VL, Buonocore TM, Parimbelli E, Patel LP, S?ez C, Samayamuthu MJ, Thompson JA, Tibollo V, Xia Z, Kohane IS. The potential of Generative Pre-trained Transformer 4 (GPT-4) to analyse medical notes in three different languages: a retrospective model-evaluation study. Lancet Digit Health. 2025 Jan; 7(1):e35-e43. PMID: 39722251.
      Citations:    
    3. Lee L, French E, Coelho DH, Manzoor NF, Wilcox AB, Lee AM, Graves A, Anzalone A, Manna A, Saha A, Olex A, Zhou A, Williams AE, Southerland A, Girvin AT, Walden A, Sharathkumar AA, Amor B, Bates B, Hendricks B, Patel B, Alexander C, Bramante C, Ward-Caviness C, Madlock-Brown C, Suver C, Chute C, Dillon C, Wu C, Schmitt C, Takemoto C, Housman D, Gabriel D, Eichmann DA, Mazzotti D, Brown D, Boudreau E, Hill E, Zampino E, Marti EC, Pfaff ER, French E, Koraishy FM, Mariona F, Prior F, Sokos G, Martin G, Lehmann H, Spratt H, Mehta H, Liu H, Sidky H, Awori Hayanga JW, Pincavitch J, Clark J, Harper JR, Islam J, Ge J, Gagnier J, Saltz JH, Saltz J, Loomba J, Buse J, Mathew J, Rutter JL, McMurry JA, Guinney J, Starren J, Crowley K, Bradwell KR, Walters KM, Wilkins K, Gersing KR, Cato KD, Murray K, Kostka K, Northington L, Pyles LA, Misquitta L, Cottrell L, Portilla L, Deacy M, Bissell MM, Clark M, Emmett M, Saltz MM, Palchuk MB, Haendel MA, Adams M, Temple-O'Connor M, Kurilla MG, Morris M, Qureshi N, Safdar N, Garbarini N, Sharafeldin N, Sadan O, Francis PA, Burgoon PW, Robinson P, Payne PRO, Fuentes R, Jawa R, Erwin-Cohen R, Patel R, Moffitt RA, Zhu RL, Kamaleswaran R, Hurley R, Miller RT, Pyarajan S, Michael SG, Bozzette S, Mallipattu S, Vedula S, Chapman S, O'Neil ST, Setoguchi S, Hong SS, Johnson S, Bennett TD, Callahan T, Topaloglu U, Sheikh U, Gordon V, Subbian V, Kibbe WA, Hernandez W, Beasley W, Cooper W, Hillegass W, Zhang XT. Increased Incidence of Vestibular Disorders in Patients With SARS-CoV-2. Otol Neurotol Open. 2024 Jun; 4(2):e051. PMID: 38919767.
      Citations:    
    4. Sun J, Zheng Q, Anzalone AJ, Abraham AG, Olex AL, Zhang Y, Mathew J, Safdar N, Haendel MA, Segev D, Islam JY, Singh JA, Mannon RB, Chute CG, Patel RC, Kirk GD. Effectiveness of mRNA Booster Vaccine Against Coronavirus Disease 2019 Infection and Severe Outcomes Among Persons With and Without Immune Dysfunction: A Retrospective Cohort Study of National Electronic Medical Record Data in the United States. Open Forum Infect Dis. 2024 Feb; 11(2):ofae019. PMID: 38379569.
      Citations:    
    5. Afshar M, Oguss M, Callaci TA, Gruenloh T, Gupta P, Sun C, Safipour Afshar A, Cavanaugh J, Churpek MM, Nyakoe-Nyasani E, Nguyen-Hilfiger H, Westergaard R, Salisbury-Afshar E, Gussick M, Patterson B, Manneh C, Mathew J, Mayampurath A. Creation of a data commons for substance misuse related health research through privacy-preserving patient record linkage between hospitals and state agencies. JAMIA Open. 2023 Dec; 6(4):ooad092. PMID: 37942470.
      Citations:    
    6. Marcinak CT, Praska CE, Vidri RJ, Taylor AK, Krebsbach JK, Ahmed KS, LoConte NK, Varley PR, Afshar M, Weber SM, Abbott DE, Mathew J, Murtaza M, Burkard ME, Churpek MM, Zafar SN. Association of Neighborhood Disadvantage with Short- and Long-Term Outcomes After Pancreatectomy for Pancreatic Ductal Adenocarcinoma. Ann Surg Oncol. 2024 Jan; 31(1):488-498. PMID: 37782415.
      Citations:    Fields:    Translation:Humans
    7. Piasecki TM, Smith SS, Baker TB, Slutske WS, Adsit RT, Bolt DM, Conner KL, Bernstein SL, Eng OD, Lazuk D, Gonzalez A, Jorenby DE, D'Angelo H, Kirsch JA, Williams BS, Nolan MB, Hayes-Birchler T, Kent S, Kim H, Lubanski S, Yu M, Suk Y, Cai Y, Kashyap N, Mathew JP, McMahan G, Rolland B, Tindle HA, Warren GW, An LC, Boyd AD, Brunzell DH, Carrillo V, Chen LS, Davis JM, Deshmukh VG, Dilip D, Ellerbeck EF, Goldstein AO, Iturrate E, Jose T, Khanna N, King A, Klass E, Mermelstein RJ, Tong E, Tsoh JY, Wilson KM, Theobald WE, Fiore MC. Smoking Status, Nicotine Medication, Vaccination, and COVID-19 Hospital Outcomes: Findings from the COVID EHR Cohort at the University of Wisconsin (CEC-UW) Study. Nicotine Tob Res. 2023 05 22; 25(6):1184-1193. PMID: 36069915.
      Citations: 3     Fields:    Translation:HumansCells
    8. Smith MA, Gigot M, Harburn A, Bednarz L, Curtis K, Mathew J, Farrar-Edwards D. Insights into measuring health disparities using electronic health records from a statewide network of health systems: A case study. J Clin Transl Sci. 2023; 7(1):e54. PMID: 37008604.
      Citations:    
    9. Nolan MB, Piasecki TM, Smith SS, Baker TB, Fiore MC, Adsit RT, Bolt DM, Conner KL, Bernstein SL, Eng OD, Lazuk D, Gonzalez A, Hayes-Birchler T, Jorenby DE, D'Angelo H, Kirsch JA, Williams BS, Kent S, Kim H, Lubanski SA, Yu M, Suk Y, Cai Y, Kashyap N, Mathew J, McMahan G, Rolland B, Tindle HA, Warren GW, Abu-El-Rub N, An LC, Boyd AD, Brunzell DH, Carrillo VA, Chen LS, Davis JM, Deshmukh VG, Dilip D, Goldstein AO, Ha PK, Iturrate E, Jose T, Khanna N, King A, Klass E, Lui M, Mermelstein RJ, Poon C, Tong E, Wilson KM, Theobald WE, Slutske WS. Relations of Current and Past Cancer with Severe Outcomes among 104,590 Hospitalized COVID-19 Patients: The COVID EHR Cohort at the University of Wisconsin. Cancer Epidemiol Biomarkers Prev. 2023 01 09; 32(1):12-21. PMID: 35965473.
      Citations:    Fields:    Translation:HumansPHPublic Health
    10. Mathew JP, Golden RN. Harnessing Data to Foster Research and Improve Population Health. WMJ. 2022 12; 121(4):333-334. PMID: 36637852.
      Citations:    Fields:    Translation:Humans
    11. Fiore MC, Smith SS, Adsit RT, Bolt DM, Conner KL, Bernstein SL, Eng OD, Lazuk D, Gonzalez A, Jorenby DE, D'Angelo H, Kirsch JA, Williams B, Nolan MB, Hayes-Birchler T, Kent S, Kim H, Piasecki TM, Slutske WS, Lubanski S, Yu M, Suk Y, Cai Y, Kashyap N, Mathew JP, McMahan G, Rolland B, Tindle HA, Warren GW, An LC, Boyd AD, Brunzell DH, Carrillo V, Chen LS, Davis JM, Dilip D, Ellerbeck EF, Iturrate E, Jose T, Khanna N, King A, Klass E, Newman M, Shoenbill KA, Tong E, Tsoh JY, Wilson KM, Theobald WE, Baker TB. The first 20 months of the COVID-19 pandemic: Mortality, intubation and ICU rates among 104,590 patients hospitalized at 21 United States health systems. PLoS One. 2022; 17(9):e0274571. PMID: 36170336.
      Citations: 5     Fields:    Translation:HumansPHPublic HealthCTClinical Trials
    12. Pfaff ER, Girvin AT, Gabriel DL, Kostka K, Morris M, Palchuk MB, Lehmann HP, Amor B, Bissell M, Bradwell KR, Gold S, Hong SS, Loomba J, Manna A, McMurry JA, Niehaus E, Qureshi N, Walden A, Zhang XT, Zhu RL, Moffitt RA, Haendel MA, Chute CG, Adams WG, Al-Shukri S, Anzalone A, Baghal A, Bennett TD, Bernstam EV, Bernstam EV, Bissell MM, Bush B, Campion TR, Castro V, Chang J, Chaudhari DD, Chen W, Chu S, Cimino JJ, Crandall KA, Crooks M, Davies SJD, DiPalazzo J, Dorr D, Eckrich D, Eltinge SE, Fort DG, Golovko G, Gupta S, Haendel MA, Hajagos JG, Hanauer DA, Harnett BM, Horswell R, Huang N, Johnson SG, Kahn M, Khanipov K, Kieler C, Luzuriaga KR, Maidlow S, Martinez A, Mathew J, McClay JC, McMahan G, Melancon B, Meystre S, Miele L, Morizono H, Pablo R, Patel L, Phuong J, Popham DJ, Pulgarin C, Santos C, Sarkar IN, Sazo N, Setoguchi S, Soby S, Surampalli S, Suver C, Vangala UMR, Visweswaran S, Oehsen JV, Walters KM, Wiley L, Williams DA, Zai A. Synergies between centralized and federated approaches to data quality: a report from the national COVID cohort collaborative. J Am Med Inform Assoc. 2022 03 15; 29(4):609-618. PMID: 34590684.
      Citations: 24     Fields:    Translation:Humans
    13. Sun J, Zheng Q, Madhira V, Olex AL, Anzalone AJ, Vinson A, Singh JA, French E, Abraham AG, Mathew J, Safdar N, Agarwal G, Fitzgerald KC, Singh N, Topaloglu U, Chute CG, Mannon RB, Kirk GD, Patel RC. Association Between Immune Dysfunction and COVID-19 Breakthrough Infection After SARS-CoV-2 Vaccination in the US. JAMA Intern Med. 2022 02 01; 182(2):153-162. PMID: 34962505.
      Citations: 98     Fields:    Translation:HumansCellsPHPublic Health
    14. Rojas-Rodriguez R, Ziegler R, DeSouza T, Majid S, Madore AS, Amir N, Pace VA, Nachreiner D, Alfego D, Mathew J, Leung K, Moore Simas TA, Corvera S. PAPPA-mediated adipose tissue remodeling mitigates insulin resistance and protects against gestational diabetes in mice and humans. Sci Transl Med. 2020 11 25; 12(571). PMID: 33239385.
      Citations: 13     Fields:    Translation:HumansAnimals
    15. Lee V, Parekh K, Matthew G, Shi Q, Pelletier K, Canale A, Luzuriaga K, Mathew J. JITA: A Platform for Enabling Real Time Point-of-Care Patient Recruitment. AMIA Jt Summits Transl Sci Proc. 2020; 2020:355-359. PMID: 32477655.
      Citations:    
    16. Fazzalari A, Alfego D, Shortsleeve JT, Shi Q, Mathew J, Litwin D, Cahan M. Treatment of Facial Fractures at a Level 1 Trauma Center: Do Medicaid and Non-Medicaid Enrollees Receive the Same Care? J Surg Res. 2020 08; 252:183-191. PMID: 32278973.
      Citations: 1     Fields:    Translation:Humans
    17. Kapoor A, Amroze A, Vakil F, Crawford S, Der J, Mathew J, Alper E, Yogaratnam D, Javed S, Elhag R, Lin A, Narayanan S, Bartlett D, Nagy A, Shagoury BK, Fischer MA, Mazor KM, Saczynski JS, Ashburner JM, Lopes R, McManus DD. SUPPORT-AF II: Supporting Use of Anticoagulants Through Provider Profiling of Oral Anticoagulant Therapy for Atrial Fibrillation: A Cluster-Randomized Study of Electronic Profiling and Messaging Combined With Academic Detailing for Providers Making Decisions About Anticoagulation in Patients With Atrial Fibrillation. Circ Cardiovasc Qual Outcomes. 2020 02; 13(2):e005871. PMID: 32063041.
      Citations: 12     Fields:    Translation:Humans
    18. Fazzalari A, Pozzi N, Alfego D, Shi Q, Erskine N, Tourony G, Mathew J, Litwin D, Cahan MA. Treatment of Acute Cholecystitis: Do Medicaid and Non-Medicaid Enrolled Patients Receive the Same Care? J Gastrointest Surg. 2020 04; 24(4):939-948. PMID: 31823324.
      Citations: 1     Fields:    Translation:Humans
    19. Fazzalari A, Pozzi N, Alfego D, Erskine N, Shi Q, Tourony G, Mathew J, Litwin D, Cahan MA. Treatment of appendicitis: Do Medicaid and non-Medicaid-enrolled patients receive the same care? Surgery. 2019 11; 166(5):793-799. PMID: 31405578.
      Citations: 2     Fields:    Translation:Humans
    20. Fasullo M, Rau P, Liu DQ, Holzwanger E, Mathew JP, Guilarte-Walker Y, Szabo G. Proton pump inhibitors increase the severity of hepatic encephalopathy in cirrhotic patients. World J Hepatol. 2019 Jun 27; 11(6):522-530. PMID: 31293720.
      Citations:    
    21. Ward DV, Hoss AG, Kolde R, van Aggelen HC, Loving J, Smith SA, Mack DA, Kathirvel R, Halperin JA, Buell DJ, Wong BE, Ashworth JL, Fortunato-Habib MM, Xu L, Barton BA, Lazar P, Carmona JJ, Mathew J, Salgo IS, Gross BD, Ellison RT. Integration of genomic and clinical data augments surveillance of healthcare-acquired infections. Infect Control Hosp Epidemiol. 2019 06; 40(6):649-655. PMID: 31012399.
      Citations: 9     Fields:    Translation:HumansPHPublic Health
    22. Kapoor A, Amroze A, Golden J, Crawford S, O'Day K, Elhag R, Nagy A, Lubitz SA, Saczynski JS, Mathew J, McManus DD. SUPPORT-AF: Piloting a Multi-Faceted, Electronic Medical Record-Based Intervention to Improve Prescription of Anticoagulation. J Am Heart Assoc. 2018 09 04; 7(17):e009946. PMID: 30371161.
      Citations: 14     Fields:    Translation:Humans
    23. Hakimian S, Jawaid S, Guilarte-Walker Y, Mathew J, Cave D. Video capsule endoscopy as a tool for evaluation of obscure overt gastrointestinal bleeding in the intensive care unit. Endosc Int Open. 2018 Aug; 6(8):E989-E993. PMID: 30083589.
      Citations:    
    24. Orechia J, Pathak A, Shi Y, Nawani A, Belozerov A, Fontes C, Lakhiani C, Jawale C, Patel C, Quinn D, Botvinnik D, Mei E, Cotter E, Byleckie J, Ullman-Cullere M, Chhetri P, Chalasani P, Karnam P, Beaudoin R, Sahu S, Belozerova Y, Mathew JP. OncDRS: An integrative clinical and genomic data platform for enabling translational research and precision medicine. Appl Transl Genom. 2015 Sep; 6:18-25. PMID: 27054074.
      Citations:    
    25. Ullman-Cullere MH, Mathew JP. Emerging landscape of genomics in the Electronic Health Record for personalized medicine. Hum Mutat. 2011 May; 32(5):512-6. PMID: 21309042.
      Citations: 20     Fields:    Translation:Humans
    26. Mathew JP, Taylor BS, Bader GD, Pyarajan S, Antoniotti M, Chinnaiyan AM, Sander C, Burakoff SJ, Mishra B. From bytes to bedside: data integration and computational biology for translational cancer research. PLoS Comput Biol. 2007 Feb 23; 3(2):e12. PMID: 17319736.
      Citations: 29     Fields:    
    27. Cho I, Blaser MJ, Fran?ois F, Mathew JP, Ye XY, Goldberg JD, Bini EJ. Helicobacter pylori and overweight status in the United States: data from the Third National Health and Nutrition Examination Survey. Am J Epidemiol. 2005 Sep 15; 162(6):579-84. PMID: 16093294.
      Citations: 36     Fields:    Translation:HumansCells
    28. Bekker AY, Basile J, Gold M, Riles T, Adelman M, Cuff G, Mathew JP, Goldberg JD. Dexmedetomidine for awake carotid endarterectomy: efficacy, hemodynamic profile, and side effects. J Neurosurg Anesthesiol. 2004 Apr; 16(2):126-35. PMID: 15021281.
      Citations: 25     Fields:    Translation:HumansCTClinical Trials
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