Dominik Mattioli

Publications

For the most up-to-date list, see my Google Scholar and ResearchGate pages.

Working papers

  1. DO Mattioli, D Chaudhry, S BN, RI Arriaga, C Wiese, AM Sherrill, S Abdullah. Clinicians-in-the-loop: A narrative review of clinician-facing integrated AI within mental health workflows. Journal of Medical Systems (submitted Nov 2025).

Journal publications — primary author

  1. DO Mattioli, GW Thomas, EE Connor, SA Long, HR Kowalski, DD Anderson. Objective fluoroscopic image-based assessment of intraoperative wire navigation skill agrees with subjective expert opinion. (2025). Iowa Orthop J. 45(1):49–59. PMC12212316
  2. DO Mattioli, GW Thomas, SA Long, JD Rölfing, DD Anderson. Fluoroscopic image-based behavior analysis can objectively explain subjective expert assessment of wire navigation skill. (2023). J Orthop Res. 2024; 42(2): 404–414. doi:10.1002/jor.25685
  3. DO Mattioli, GW Thomas, SA Long, M Tatum, DD Anderson. Minimally trained analysts can perform fast, objective assessment of orthopedic technical skill from fluoroscopic images. (2022). IISE Transactions on Healthcare Systems Engineering, 12(3), 212–220. doi:10.1080/24725579.2022.2035022

Journal publications — other author & preprints

  1. AM Sherrill, DO Mattioli, R Schneider, K Bell, S Kee, C Wiese, S Abdullah, D Ellis. Generative Artificial Intelligence for Exposure Therapy: Guidelines for Clinicians and Patients. (2025). Journal of Cognitive Psychotherapy. doi:10.1891/JCP-2025-0036
  2. BN Suhas, DO Mattioli, S Abdullah, RI Arriaga, CW Wiese, AM Sherrill. How real are synthetic therapy conversations? Evaluating fidelity in prolonged exposure dialogues. (2025). arXiv preprint. arXiv:2504.21800
  3. GW Thomas, SA Long, M Tatum, T Kowalewski, DO Mattioli, JL Marsh, HR Kowalski, MD Karam, JE Bechtold, DD Anderson. A Vision for Using Simulation & Virtual Coaching to Improve the Community Practice of Orthopedic Trauma Surgery. (2020). The Iowa Orthopedic Journal. 40(1): 25–34. PMID:32742205

Theses

  1. DO Mattioli. Orthopedic Data Science: Fluoroscopic Image Analysis for the Objective Assessment of Technical Skill. University of Iowa; 2021. ProQuest Dissertations & Theses Global. Publication No. 28866581
  2. DO Mattioli. QuADMESH+: A Quadrangular ADvanced Mesh Generator for Hydrodynamic Models. The Ohio State University; 2017. OhioLINK. Link