Judy Gichoya

Atlanta, Georgia, United States Contact Info
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About

Judy is a medical doctor specializing in radiology with training and more than 6 years…

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Experience & Education

  • Emory University

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Publications

  • Toward better public health reporting using existing off the shelf approaches: A comparison of alternative cancer detection approaches using plaintext medical data and non-dictionary based feature selection

    Journal of Biomedical Informatics

    Increased adoption of electronic health records has resulted in increased availability of free text clinical data for secondary use. A variety of approaches to obtain actionable information from unstructured free text data exist. These approaches are resource intensive, inherently complex and rely on structured clinical data and dictionary-based approaches. We sought to evaluate the potential to obtain actionable information from free text pathology reports using routinely available tools and…

    Increased adoption of electronic health records has resulted in increased availability of free text clinical data for secondary use. A variety of approaches to obtain actionable information from unstructured free text data exist. These approaches are resource intensive, inherently complex and rely on structured clinical data and dictionary-based approaches. We sought to evaluate the potential to obtain actionable information from free text pathology reports using routinely available tools and approaches that do not depend on dictionary-based approaches.

    See publication
  • An Evaluation of the Rates of Repeat Notifiable Disease Reporting and Patient Crossover Using a Health Information Exchange-based Automated Electronic Laboratory Reporting System

    AMIA Annu Symp Proc.

    Patients move across healthcare organizations and utilize services with great frequency and variety. This fact impacts both health information technology policy and patient care. To understand the challenges faced when developing strategies for effective health information exchange, it is important to understand patterns of patient movement and utilization for many healthcare contexts, including managing public-health notifiable conditions. We studied over 10 years of public-health notifiable…

    Patients move across healthcare organizations and utilize services with great frequency and variety. This fact impacts both health information technology policy and patient care. To understand the challenges faced when developing strategies for effective health information exchange, it is important to understand patterns of patient movement and utilization for many healthcare contexts, including managing public-health notifiable conditions. We studied over 10 years of public-health notifiable diseases using the nation’s most comprehensive operational automatic electronic laboratory reporting system to characterize patient utilization patterns. Our cohort included 412,699 patients and 833,710 reportable cases. 11.3% of patients had multiple notifiable case reports, and 19.5% had notifiable disease data distributed across 2 or more institutions. This evidence adds to the growing body of evidence that patient data resides in many organizations and suggests that to fully realize the value of HIT in public health, cross-organizational data sharing must be meaningfully incentivized.

    Other authors
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Honors & Awards

  • Goldberg-Reeder Resident Travel Grant

    ACR(American College of Radiology)

    The ACR Foundation Goldberg-Reeder Resident Travel Grant awards $1,500 grants each year to qualified radiology and radiation oncology residents and fellows seeking to spend at least one month assisting health care in a developing country. The grant was created to further encourage international volunteer service among members-in-training.

    Judy will be spending time in Kenya/Malawi for this award.

  • Introduction to Academic Radiology (ITAR grant)

    AUR/ARRS/RSNA

    The objectives of the Introduction to Academic Radiology program, co-sponsored by the RSNA, the Association of University Radiologists (AUR), and the American Roentgen Ray Society (ARRS), are to introduce residents to academic radiology in the second year of their residencies, demonstrate the importance of research in diagnostic radiology, illustrate the excitement of academic careers, and introduce residents to successful clinical radiology researchers

  • Radiology Leadership Institute

    Indiana Radiological Society

    The mission of the RLI is to prepare leaders who will shape the future of radiology to ensure quality, elevate service and deliver extraordinary patient care. With the right leadership training and the understanding of how to apply the learning, the RLI will help radiology professionals advance their careers and the profession.

    Judy attended the 2015 RLI summit at Babson college themed on 'Thriving in changing times'.

  • Best Hackathon project

    Society of Imaging Informatics in Medicine (SIIM)

    This is an event within the annual meeting aimed at supporting workflow and process improvement across healthcare. SIIM provides a set of cloud-based APIs to highlight the next generation of health IT standards including the new REST-based DICOM and HL7 standards: WADO­RS, QIDO­RS, STOW-RS, HL7 FHIR, and SIIM’s SWIM.

    Applicants integrate applications and the best application receives the award

    Judy integrated OpenMRS to display image rich radiology reports

  • 2015 Young Alumni Award

    IUPUI School of Informatics

    The Young Alumni Award is given to a recent alumna (us), age 40 or under, in recognition of outstanding early career achievement that brings acclaim and recognition to the field of informatics and information science, and honor and distinction to Indiana University.

  • Grand Challenges Grant - TB ledger Shredder

    Grand Challenges Canada

    A global health innovation grant to design a health IT solution for improving delivery of care in limited resource settings

  • Google Anita Borg Scholarship for Women in IT

    Google

    Awarded to women that excel in Computer science

Languages

  • Kiswahili

    -

  • Kikuyu

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