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Stephanie Pepper Carreiro MD

TitleAssociate Professor
InstitutionUMass Chan Medical School
DepartmentEmergency Medicine
AddressUMass Chan Medical School
55 Lake Avenue North
Worcester MA 01655
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    Other Positions
    InstitutionT.H. Chan School of Medicine
    DepartmentEmergency Medicine
    DivisionResearch

    InstitutionMorningside Graduate School of Biomedical Sciences
    DepartmentMasters in Clinical Investigation

    InstitutionMorningside Graduate School of Biomedical Sciences
    DepartmentPopulation Health Sciences


    Collapse Biography 
    Collapse education and training
    Rhode Island College, North Providence, RI, United StatesBABiology & Psychology
    New York Medical College, Valhalla, NY, United StatesMD

    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. Punches BE, Brown JL, Lyons MS, Gillespie GL, Boyer EW, Anderson AR, Carreiro S, Bischof JJ, Kauffman E, Young H, Spatholt D, Tan A, Donneyong M, Ni A, Bakas T. Development and Validation of the Decisions to use Opioids Measure. Pain Manag Nurs. 2025 Apr; 26(2):149-155. PMID: 39521629.
      Citations:    
    2. Venkatasubramanian K, Appleton J, Ranalli TM, Mankodiya K, Solanki D, Carreiro S. Leveraging Trauma Informed Care for Digital Health Intervention Development in Opioid Use Disorder. J Med Toxicol. 2025 Jan; 21(1):60-68. PMID: 39446308.
      Citations:    
    3. Carreiro S, Ramanand P, Akram W, Stapp J, Chapman B, Smelson D, Indic P. Developing a Wearable Sensor-Based Digital Biomarker of Opioid Dependence. Anesth Analg. 2024 Oct 16. PMID: 39413034.
      Citations:    
    4. Carreiro S, Ramanand P, Taylor M, Leach R, Stapp J, Sherestha S, Smelson D, Indic P. Evaluation of a digital tool for detecting stress and craving in SUD recovery: An observational trial of accuracy and engagement. Drug Alcohol Depend. 2024 Aug 01; 261:111353. PMID: 38917718.
      Citations:    
    5. Chhabra N, Meyn A, Mazer-Amirshahi M, Carreiro SP, Maskell K, Brenner M, Jang DH, Mycyk MB, Wax P. American College of Medical Toxicology Research Agenda 2024-2030. J Med Toxicol. 2024 07 11; 20(3):286-292. PMID: 38834907.
      Citations:    
    6. Mugambi P, Carreiro S. Best of Both Worlds: Bridging One Model for All and Group-Specific Model Approaches using Ensemble-based Subpopulation Modeling. AMIA Jt Summits Transl Sci Proc. 2024; 2024:354-363. PMID: 38827055.
      Citations:    
    7. Al Hossain F, Tonmoy MTH, Nuvvula S, Chapman BP, Gupta RK, Lover AA, Dinglasan RR, Carreiro S, Rahman T. Syndromic surveillance of population-level COVID-19 burden with cough monitoring in a hospital emergency waiting room. Front Public Health. 2024; 12:1279392. PMID: 38605877.
      Citations:    
    8. Hampton J, Mugambi P, Caggiano E, Eugene R, Valente A, Taylor M, Carreiro S. Closing the Digital Divide in Interventions for Substance Use Disorder. J Psychiatr Brain Sci. 2024; 9(1). PMID: 38726224.
      Citations:    
    9. Gullapalli BT, Carreiro S, Chapman BP, Garland EL, Rahman T. Pharmacokinetics-Informed Neural Network for Predicting Opioid Administration Moments with Wearable Sensors. Proc AAAI Conf Artif Intell. 2024 Feb; 38(21):22892-22898. PMID: 38646089.
      Citations:    
    10. Nasir M, Summerfield NS, Carreiro S, Berlowitz D, Oztekin A. A machine learning approach for diagnostic and prognostic predictions, key risk factors and interactions. Health Serv Outcomes Res Methodol. 2025 Mar; 25(1):1-28. PMID: 40051756.
      Citations:    
    11. Lee JS, Browning E, Hokayem J, Albrechta H, Goodman GR, Venkatasubramanian K, Dumas A, Carreiro SP, O'Cleirigh C, Chai PR. Smartphone and Wearable Device-Based Digital Phenotyping to Understand Substance use and its Syndemics. J Med Toxicol. 2024 Apr; 20(2):205-214. PMID: 38436819.
      Citations:    
    12. Albrechta H, Goodman GR, Oginni E, Mohamed Y, Venkatasubramanian K, Dumas A, Carreiro S, Lee JS, Glynn TR, O'Cleirigh C, Mayer KH, Fisher CB, Chai PR. Acceptance of digital phenotyping linked to a digital pill system to measure PrEP adherence among men who have sex with men with substance use. PLOS Digit Health. 2024 Feb; 3(2):e0000457. PMID: 38386618.
      Citations:    
    13. Goldfine CE, Oshim MFT, Chapman BP, Ganesan D, Rahman T, Carreiro SP. Contactless Monitoring System Versus Gold Standard for Respiratory Rate Monitoring in Emergency Department Patients: Pilot Comparison Study. JMIR Form Res. 2024 Feb 16; 8:e44717. PMID: 38363588.
      Citations:    
    14. Walsh L, Chapman B, Carey J, Loycano K, Carreiro S. Opioid Overdose Recognition: A Survey of Perceived Preparedness and Desire for Curricular Integration Among Current US Medical Students. J Med Educ Curric Dev. 2024 Jan-Dec; 11:23821205231225923. PMID: 38223503.
      Citations:    
    15. Kaczor EE, Greene K, Babu KM, Berthold EC, Sharma A, Carreiro SP. Commercial Delta-8 THC Products: an Analysis of Content and Labeling. J Med Toxicol. 2024 Jan; 20(1):31-38. PMID: 37917314.
      Citations:    Fields:    Translation:HumansAnimals
    16. Rigatti M, Chapman B, Chai PR, Smelson D, Babu K, Carreiro S. Digital Biomarker Applications Across the Spectrum of Opioid Use Disorder. Cogent Ment Health. 2023; 2(1). PMID: 37546179.
      Citations:    
    17. Pepin MD, Joseph JK, Chapman BP, McAuliffe C, O'Donnell LK, Marano RL, Carreiro SP, Garcia EJ, Silk H, Babu KM. A mobile addiction service for community-based overdose prevention. Front Public Health. 2023; 11:1154813. PMID: 37538275.
      Citations:    Fields:    Translation:Humans
    18. Al Hossain F, Tonmoy TH, Nuvvula S, Chapman BP, Gupta RK, Lover AA, Dinglasan RR, Carreiro S, Rahman T. Passive Monitoring of Crowd-Level Cough Counts in Waiting Areas produces Reliable Syndromic Indicator for Total COVID-19 Burden in a Hospital Emergency Clinic. Res Sq. 2023 Jun 26. PMID: 37461489.
      Citations:    
    19. Goldfine CE, Chapman BP, Taylor MM, Bradley ES, Carreiro SP, Rosen RK, Babu KM, Lai JT. Experiences with Medications for Addiction Treatment Among Emergency Department Patients with Opioid Use Disorder. West J Emerg Med. 2023 Feb 22; 24(2):236-242. PMID: 36976598.
      Citations:    Fields:    Translation:Humans
    20. Shrestha S, Stapp J, Taylor M, Leach R, Carreiro S, Indic P. Towards Device Agnostic Detection of Stress and Craving in Patients with Substance Use Disorder. Proc Annu Hawaii Int Conf Syst Sci. 2023; 2023:3156-3163. PMID: 36788990.
      Citations:    
    21. Kaczor EE, Greene K, Zacharia J, Tormoehlen L, Neavyn M, Carreiro S. Correction to: The Potential Proconvulsant Effects of Cannabis: a Scoping Review. J Med Toxicol. 2023 Jan; 19(1):54-60. PMID: 36322377.
      Citations:    Fields:    
    22. Chapman BP, Lucey E, Boyer EW, Babu KM, Smelson D, Carreiro S. Perceptions on wearable sensor-based interventions for monitoring of opioid therapy: A qualitative study. Front Digit Health. 2022; 4:969642. PMID: 36339518.
      Citations:    
    23. Kaczor EE, Greene K, Zacharia J, Tormoehlen L, Neavyn M, Carreiro S. Correction to: The Potential Proconvulsant Effects of Cannabis: a Scoping Review. J Med Toxicol. 2022 Oct; 18(4):357. PMID: 35449497.
      Citations:    Fields:    
    24. Chapman BP, Gullapalli BT, Rahman T, Smelson D, Boyer EW, Carreiro S. Impact of individual and treatment characteristics on wearable sensor-based digital biomarkers of opioid use. NPJ Digit Med. 2022 Aug 22; 5(1):123. PMID: 35995825.
      Citations:    
    25. Kaczor EE, Greene K, Zacharia J, Tormoehlen L, Neavyn M, Carreiro S. The Potential Proconvulsant Effects of Cannabis: a Scoping Review. J Med Toxicol. 2022 07; 18(3):223-234. PMID: 35352276.
      Citations: 2     Fields:    Translation:HumansAnimals
    26. Kapit?ny-F?v?ny M, Carreiro S, Christie G. Editorial: Self-directed Prevention and Recovery: E-health Interventions in Addiction Science. Front Psychiatry. 2021; 12:844859. PMID: 35178001.
      Citations:    
    27. Salgado Garc?a FI, Indic P, Stapp J, Chintha KK, He Z, Brooks JH, Carreiro S, Derefinko KJ. Using wearable technology to detect prescription opioid self-administration. Pain. 2022 02 01; 163(2):e357-e367. PMID: 34270522.
      Citations: 2     Fields:    Translation:Humans
    28. Leach R, Carreiro S, Shaffer PM, Gaba A, Smelson D. Digital Health Interventions for Mental Health, Substance Use, and Co-occurring Disorders in the Criminal Justice Population: A Scoping Review. Front Psychiatry. 2021; 12:794785. PMID: 35126204.
      Citations:    
    29. Gullapalli BT, Carreiro S, Chapman BP, Ganesan D, Sjoquist J, Rahman T. OpiTrack: A Wearable-based Clinical Opioid Use Tracker with Temporal Convolutional Attention Networks. Proc ACM Interact Mob Wearable Ubiquitous Technol. 2021 Sep; 5(3). PMID: 35291374.
      Citations:    
    30. Nasir M, Summerfield NS, Oztekin A, Knight M, Ackerson LK, Carreiro S. Machine learning-based outcome prediction and novel hypotheses generation for substance use disorder treatment. J Am Med Inform Assoc. 2021 06 12; 28(6):1216-1224. PMID: 33570148.
      Citations: 3     Fields:    Translation:Humans
    31. Kaczor EE, Mathews B, LaBarge K, Chapman BP, Carreiro S. Cannabis Product Ingestions in Pediatric Patients: Ranges of Exposure, Effects, and Outcomes. J Med Toxicol. 2021 10; 17(4):386-396. PMID: 34117620.
      Citations: 5     Fields:    Translation:HumansAnimals
    32. Carreiro S, Taylor M, Shrestha S, Reinhardt M, Gilbertson N, Indic P. Realize, Analyze, Engage (RAE): A Digital Tool to Support Recovery from Substance Use Disorder. J Psychiatr Brain Sci. 2021; 6. PMID: 33748430.
      Citations:    
    33. Lai JT, Goldfine CE, Chapman BP, Taylor MM, Rosen RK, Carreiro SP, Babu KM. Nobody Wants to Be Narcan'd: A Pilot Qualitative Analysis of Drug Users' Perspectives on Naloxone. West J Emerg Med. 2021 Feb 08; 22(2):339-345. PMID: 33856321.
      Citations: 9     Fields:    Translation:Humans
    34. Kulman E, Chapman B, Venkatasubramanian K, Carreiro S. Identifying Opioid Withdrawal Using Wearable Biosensors. Proc Annu Hawaii Int Conf Syst Sci. 2021 Jan; 54:3583-3592. PMID: 33568965.
      Citations:    
    35. McDonnell A, MacNeill C, Chapman B, Gilbertson N, Reinhardt M, Carreiro S. Leveraging digital tools to support recovery from substance use disorder during the COVID-19 pandemic response. J Subst Abuse Treat. 2021 05; 124:108226. PMID: 33303253.
      Citations: 9     Fields:    Translation:Humans
    36. Carreiro S, Newcomb M, Leach R, Ostrowski S, Boudreaux ED, Amante D. Current reporting of usability and impact of mHealth interventions for substance use disorder: A systematic review. Drug Alcohol Depend. 2020 10 01; 215:108201. PMID: 32777691.
      Citations: 35     Fields:    Translation:Humans
    37. Goldfine C, Lai JT, Lucey E, Newcomb M, Carreiro S. Wearable and Wireless mHealth Technologies for Substance Use Disorder. Curr Addict Rep. 2020 Sep; 7(3):291-300. PMID: 33738178.
      Citations:    
    38. Lai JT, Chapman BP, Carreiro SP, Babu KM, Boyer EW, Chai PR. Understanding Naloxone Uptake from an Emergency Department Distribution Program Using a Low-Energy Bluetooth Real-time Location System. J Med Toxicol. 2020 10; 16(4):405-415. PMID: 32253630.
      Citations: 3     Fields:    Translation:HumansPHPublic Health
    39. Rumbut J, Fang H, Wang H, Carreiro S, Smelson D, Chapman B, Boyer E. Harmonizing Wearable Biosensor Data Streams to Test Polysubstance Detection. Int Conf Comput Netw Commun. 2020 Feb; 2020:445-449. PMID: 33732746.
      Citations:    
    40. Carreiro S, Chintha KK, Shrestha S, Chapman B, Smelson D, Indic P. Wearable sensor-based detection of stress and craving in patients during treatment for substance use disorder: A mixed methods pilot study. Drug Alcohol Depend. 2020 04 01; 209:107929. PMID: 32193048.
      Citations: 13     Fields:    Translation:Humans
    41. Chai PR, Carreiro S, Chapman BP, Boyer EW, O'Laughlin KN. Federal Funding in Emergency Medicine: Demographics and Perspectives of Awardees. West J Emerg Med. 2020 Feb 24; 21(2):304-312. PMID: 32191187.
      Citations: 2     Fields:    Translation:Humans
    42. Lai JT, Chapman BP, Carreiro SP, Costigan AD, Rodriguez-Perez KM, Gonzalez G, Babu KM. A Pilot Study of a Telemedicine-based Substance Use Disorder Evaluation to Enhance Access to Treatment Following Near-Fatal Opioid Overdose. Proc Annu Hawaii Int Conf Syst Sci. 2020; 2020:3488-3496. PMID: 32015694.
      Citations:    
    43. Kaczor EE, Carreiro S, Stapp J, Chapman B, Indic P. Objective Measurement of Physician Stress in the Emergency Department Using a Wearable Sensor. Proc Annu Hawaii Int Conf Syst Sci. 2020; 2020:3729-3738. PMID: 32015695.
      Citations:    
    44. Goldfine CE, Oshim FT, Carreiro SP, Chapman BP, Ganesan D, Rahman T. Respiratory Rate Monitoring in Clinical Environments with a Contactless Ultra-Wideband Impulse Radar-based Sensor System. Proc Annu Hawaii Int Conf Syst Sci. 2020; 2020:3366-3375. PMID: 32021579.
      Citations:    
    45. Carreiro S, Marvel-Coen J, Lee R, Chapman B, Ambros V. Circulating microRNA Profiles in Acetaminophen Toxicity. J Med Toxicol. 2020 04; 16(2):177-187. PMID: 31792846.
      Citations: 2     Fields:    Translation:HumansCells
    46. Dubosh NM, Boyle KL, Carreiro S, Yankama T, Landry AM. Gender differences in funding among grant recipients in emergency medicine: A multicenter analysis. Am J Emerg Med. 2020 07; 38(7):1357-1361. PMID: 31843332.
      Citations: 2     Fields:    Translation:Humans
    47. Carreiro S, Miller S, Wang B, Wax P, Campleman S, Manini AF. Clinical predictors of adverse cardiovascular events for acute pediatric drug exposures. Clin Toxicol (Phila). 2020 03; 58(3):183-189. PMID: 31267804.
      Citations: 3     Fields:    Translation:Humans
    48. Bradley ES, Liss D, Carreiro SP, Brush DE, Babu K. Potential uses of naltrexone in emergency department patients with opioid use disorder. Clin Toxicol (Phila). 2019 Sep; 57(9):753-759. PMID: 30831039.
      Citations: 1     Fields:    Translation:Humans
    49. Singh R, Lewis B, Chapman B, Carreiro S, Venkatasubramanian K. A Machine Learning-based Approach for Collaborative Non-Adherence Detection during Opioid Abuse Surveillance using a Wearable Biosensor. Biomed Eng Syst Technol Int Jt Conf BIOSTEC Revis Sel Pap. 2019 Feb; 5:310-318. PMID: 30993266.
      Citations:    
    50. Chai PR, Carreiro S, Carey JL, Boyle KL, Chapman BP, Boyer EW. Faculty member writing groups support productivity. Clin Teach. 2019 12; 16(6):565-569. PMID: 30256535.
      Citations: 5     Fields:    Translation:Humans
    51. Mahmud MS, Fang H, Wang H, Carreiro S, Boyer E. Automatic Detection of Opioid Intake Using Wearable Biosensor. Int Conf Comput Netw Commun. 2018 Mar; 2018:784-788. PMID: 31853456.
      Citations:    
    52. Carreiro S, Chai PR, Carey J, Lai J, Smelson D, Boyer EW. mHealth for the Detection and Intervention in Adolescent and Young Adult Substance Use Disorder. Curr Addict Rep. 2018 Jun; 5(2):110-119. PMID: 30148037.
      Citations:    
    53. Chintha KK, Indic P, Chapman B, Boyer EW, Carreiro S. Wearable Biosensors to Evaluate Recurrent Opioid Toxicity After Naloxone Administration: A Hilbert Transform Approach. Proc Annu Hawaii Int Conf Syst Sci. 2018 Jan; 2018:3247-3252. PMID: 29375277.
      Citations:    
    54. Carey JL, Carreiro S, Chapman B, Nader N, Chai PR, Pagoto S, Jake-Schoffman DE. SoMe and Self Harm: The use of social media in depressed and suicidal youth. Proc Annu Hawaii Int Conf Syst Sci. 2018; 2018:3314-3319. PMID: 31723338.
      Citations:    
    55. Chai PR, Carreiro S, Innes BJ, Chapman B, Schreiber KL, Edwards RR, Carrico AW, Boyer EW. Oxycodone Ingestion Patterns in Acute Fracture Pain With Digital Pills. Anesth Analg. 2017 12; 125(6):2105-2112. PMID: 29189367.
      Citations: 18     Fields:    Translation:Humans
    56. Chai PR, Carreiro S, Ranney ML, Karanam K, Ahtisaari M, Edwards R, Schreiber KL, Ben-Ghaly L, Erickson TB, Boyer EW. Music as an Adjunct to Opioid-Based Analgesia. J Med Toxicol. 2017 Sep; 13(3):249-254. PMID: 28646359.
      Citations: 19     Fields:    Translation:Humans
    57. Carreiro S, Chai PR, Carey J, Chapman B, Boyer EW. Integrating Personalized Technology in Toxicology: Sensors, Smart Glass, and Social Media Applications in Toxicology Research. J Med Toxicol. 2017 06; 13(2):166-172. PMID: 28405896.
      Citations: 7     Fields:    Translation:Humans
    58. Wang J, Fang H, Carreiro S, Wang H, Boyer E. A New Mining Method to Detect Real Time Substance Use Events from Wearable Biosensor Data Stream. Int Conf Comput Netw Commun. 2017 Jan; 2017:465-470. PMID: 28993811.
      Citations:    
    59. Chai PR, Carreiro S, Innes BJ, Rosen RK, O'Cleirigh C, Mayer KH, Boyer EW. Digital Pills to Measure Opioid Ingestion Patterns in Emergency Department Patients With Acute Fracture Pain: A Pilot Study. J Med Internet Res. 2017 01 13; 19(1):e19. PMID: 28087496.
      Citations: 27     Fields:    Translation:HumansCTClinical Trials
    60. Carey JL, Nader N, Chai PR, Carreiro S, Griswold MK, Boyle KL. Drugs and Medical Devices: Adverse Events and the Impact on Women's Health. Clin Ther. 2017 Jan; 39(1):10-22. PMID: 28069260.
      Citations: 19     Fields:    Translation:Humans
    61. Carreiro S, Wittbold K, Indic P, Fang H, Zhang J, Boyer EW. Wearable Biosensors to Detect Physiologic Change During Opioid Use. J Med Toxicol. 2016 09; 12(3):255-62. PMID: 27334894.
      Citations: 33     Fields:    Translation:HumansPHPublic Health
    62. Carreiro S, Fang H, Zhang J, Wittbold K, Weng S, Mullins R, Smelson D, Boyer EW. iMStrong: Deployment of a Biosensor System to Detect Cocaine Use. J Med Syst. 2015 Dec; 39(12):186. PMID: 26490144.
      Citations: 29     Fields:    Translation:HumansPHPublic Health
    63. Carreiro S, Smelson D, Ranney M, Horvath KJ, Picard RW, Boudreaux ED, Hayes R, Boyer EW. Real-time mobile detection of drug use with wearable biosensors: a pilot study. J Med Toxicol. 2015 Mar; 11(1):73-9. PMID: 25330747.
      Citations: 36     Fields:    Translation:HumansPHPublic Health
    64. Carreiro S, Hack JB, Blum J. In reply. Ann Emerg Med. 2015 Jan; 65(1):127-8. PMID: 25529163.
      Citations:    Fields:    Translation:Animals
    65. Carreiro S, Blum J, Hack JB. Pretreatment with intravenous lipid emulsion reduces mortality from cocaine toxicity in a rat model. Ann Emerg Med. 2014 Jul; 64(1):32-7. PMID: 24342818.
      Citations: 4     Fields:    Translation:Animals
    66. Blum J, Carreiro S, Hack JB. Intravenous lipid emulsion does not reverse dabigatran-induced anticoagulation in a rat model. Acad Emerg Med. 2013 Oct; 20(10):1022-5. PMID: 24127705.
      Citations: 3     Fields:    Translation:Animals
    67. Blum J, Carreiro S, Hack J. Difficulty creating an anticholinergic rat model with atropine. Clin Toxicol (Phila). 2013 Nov; 51(9):910. PMID: 24044533.
      Citations:    Fields:    Translation:Animals
    68. Carreiro S, Blum J, Jay G, Hack JB. Intravenous lipid emulsion alters the hemodynamic response to epinephrine in a rat model. J Med Toxicol. 2013 Sep; 9(3):220-5. PMID: 23412937.
      Citations: 4     Fields:    Translation:Animals
    69. Rosenbaum CD, Carreiro SP, Babu KM. Here today, gone tomorrow?and back again? A review of herbal marijuana alternatives (K2, Spice), synthetic cathinones (bath salts), kratom, Salvia divinorum, methoxetamine, and piperazines. J Med Toxicol. 2012 Mar; 8(1):15-32. PMID: 22271566.
      Citations: 80     Fields:    Translation:HumansAnimals
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