Donna Lamb

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specialties matching service main residency match graduate medical education data & research medical education hospitals & health care national resident matching program residency match fellowship match match algorithm imatch services applicant preferences rank order list residency applicants fellowship applicants clinical training programs matching process match data program directory medical schools match week soap unmatched applicants match fees match policies residency programs institutional administrators residency match calendars graduation credentials medical licensing training programs data analysis stakeholder engagement match outcomes application process transparency in matching equitable matching process secure matching technology training options healthcare professional placement apm (advanced placement medical) preferred specialty matching international medical graduates diversity in physician workforce program management match participation agreements educational research credential verification volunteer programs match result reports healthcare workforce planning transition to residency stakeholder insights clinical education program rankings residency matching fellowship matching healthcare workforce development matching algorithm physician learners medical students fellowship programs data analytics healthcare innovation transparency equity integrity public health preventive medicine program directors match day clinical training healthcare professionals educational equity applicant demographics hospital & health care health wellness & fitness