Sandy Weininger Biomed LLC

Sandy Weininger Biomed LLCSandy Weininger Biomed LLCSandy Weininger Biomed LLC

Sandy Weininger Biomed LLC

Sandy Weininger Biomed LLCSandy Weininger Biomed LLCSandy Weininger Biomed LLC
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Selected Publications

Medical Device Interoperability and Systems Engineering

  •   Safe(?) Interoperability
        Sandy Weininger
        FDA, Division of Biomedical Physics, Office of Science and Engineering      Laboratories, 2024.
    Presentation      slides 
  • Interoperability Listening Session: Federal      Vision
        Sandy Weininger
        FDA/CDRH Office of Science and Engineering Labs, July 17, 2019.
    Session      PDF
  • A Medical Device Information Data Sheet (MDIDS) to Support the      Interoperability of Externally Controllable Infusion Pumps for      Tele-Critical Care
        Goldman, J.M., Arney, D., Zhang, Y., Jaffe, M., Sandy Weininger
    Anesthesia & Analgesia, 136, 85-85, 2023. 
  • Capturing essential information to achieve safe interoperability
        Sandy Weininger, et al.
    Anesthesia & Analgesia, 124(1): 83-94, 2017. 
  • The need to apply medical device informatics in developing standards      for safe interoperable medical systems
        Sandy Weininger, et al.
    Anesthesia & Analgesia, 124(1): 127-135, 2017. 
  • The importance of state and context in safe interoperable medical      systems
        Sandy Weininger, et al.
    IEEE Journal of Translational Engineering in Health and Medicine,      4: 1-10, 2016. 
  • Levels of conceptual interoperability model for healthcare framework      for safe medical device interoperability
        Robkin, M., Sandy Weininger, Preciado, B., Goldman, J.
    IEEE Symposium on Product Compliance Engineering (ISPCE), 1-8,      2015. 
  • Rationale and architecture principles for medical application      platforms
        Hatcliff, J., King, A., Lee, I., MacDonald, A., Fernando, A., Robkin, M.,      Sandy Weininger, et al.
    IEEE/ACM Third International Conference on Cyber-Physical Systems,      3-12, 2012. 
  • Supporting Medical Device Adverse Event Analysis in an Interoperable      Clinical Environment: Design of a Data Logging and Playback System). D Arney, S Weininger, SF Whitehead, JM Goldman ICBO 833, 335-339,      2011.
  • Medical device interoperability-assessing the environment
        Lesh, K., Sandy Weininger, Goldman, J.M., Wilson, B., Himes, G.
    Joint Workshop on High Confidence Medical Devices, Software, and      Systems and Medical Device Plug-and-Play Interoperability, 2007.

Oximetry, Signal Processing, and Sensor Evaluation

  

  • Melanometry for objective evaluation of skin pigmentation in pulse oximetry studies
        Vasudevan, S., Vogt, W.C., Sandy Weininger, Pfefer, T.J.
    Communications Medicine, 4(1), 138, 2024. 
  • Development of tissue-mimicking phantoms for pulse oximetry
        Bhusal, A., Vasudevan, S., Hasan, M.S., Farahmand, M., Vogt, W.C., Sandy      Weininger
    Design and Quality for Biomedical Technologies XVII, PC128330A,      2024. 
  • Evaluation of the robustness of cerebral oximetry to variations in skin pigmentation using a tissue-simulating phantom
        Afshari, A., Saager, R.B., Burgos, D., Vogt, W.C., Wang, J., Mendoza, G.,      Sandy Weininger, et al.
    Biomedical Optics Express, 13(5), 2909-2928, 2022. 
  • Cerebral oximetry performance testing with a 3D-printed vascular array phantom
        Afshari, A., Ghassemi, P., Lin, J., Halprin, M., Wang, J., Mendoza, G.,      Sandy Weininger, Pfefer, T.J.
    Biomed. Opt. Express, 10, 3731-3746, 2019. 
  • Skin pigmentation impact on cerebral oximetry: Development and implementation of a phantom-based test method
        Afshari, A., Saager, R., Zhou, X., Ghassemi, P., Sandy Weininger, Wang,   J., Durkin, A.J., Pfefer, T.J.
    Proc. SPIE 10870, 2019. 
  • Optical–thermal characterization of cutaneous transilluminators
        Pfefer, T.J., Mehrabi, A., James, R., Landry, R., Sandy Weininger, Chang,      I.
    Physics in Medicine & Biology, 54(22), 6867, 2009. 
  • Fetal pulse oximetry and cesarean delivery
        Bloom, S.L., Spong, C.Y., Thom, E., Varner, M.W., Rouse, D.J., Sandy      Weininger, et al.
    New England Journal of Medicine, 355(21), 2195-2202, 2006.

Closed-Loop Control and Computational Modeling

  •   Evaluation of fluid resuscitation control algorithms via a      hardware-in-the-loop test bed
        Mirinejad, H., Parvinian, B., Ricks, M., Zhang, Y., Sandy Weininger, Hahn,      J.O., et al.
    IEEE Transactions on Biomedical Engineering, 67(2): 471-481, 2020. 
  • Credibility evidence for computational patient models used in the      development of physiological closed-loop controlled devices for critical      care medicine
        Parvinian, B., Pathmanathan, P., Daluwatte, C., Yaghouby, F., Gray, R.A.,      Sandy Weininger, Morrison, T., Scully, C.
    Frontiers in Physiology, 10, 220, 2019. 
  • Regulatory considerations for physiological closed-loop controlled      medical devices used for automated critical care: Food and Drug      Administration workshop discussion topics
        Parvinian, B., Scully, C., Wiyor, H., Kumar, A., Sandy Weininger
    Anesthesia & Analgesia, 126(6), 1916-1925, 2018. 
  • Development of a standard for physiologic closed loop controllers in      medical devices
        Wallroth, C., Goldman, J., Manigel, J., Osborn, D., Roellike, T., Sandy      Weininger
    Anesthesia & Analgesia, 106, 2008.

Product Development, Standards, and Regulatory Science

  • Formation of a Collaborative Community (CC) to Advance Smart and      Autonomous Medical Systems (SaAMS)
        Goldman, J.M., Agler, H.L., Sandy Weininger
    Anesthesia & Analgesia, 140(4), 96-96, 2025. 
  • An open test bed for medical device integration and coordination
        King, A., Procter, S., Andresen, D., Hatcliff, J., Warren, S., Spees, W.,      Jetley, R., Sandy Weininger, et al.
    31st International Conference on Software Engineering-Companion Volume,      2009. 
  • Exploring medical device reliability and its relationship to safety      and effectiveness
        Sandy Weininger, Pecht, M.
    IEEE Symposium on Product Compliance Engineering, PSES 2009. 
  • Understanding the benefits and risks inherent in medical device      interoperability
        Sandy Weininger, Scully, C., Robkin, M.
        IAMPOV, 2012..

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