Doctoral Degree
Ph.D., Biomedical Engineering, Tulane University (2018)
Master's Degree
M.P.H., The Johns Hopkins University (2020)
Research Interests
Digital Pathology, Medical Devices, Regulation of Diagnostic Devices, Artificial Intelligence/Machine Learning, Image Perception
Primary Preceptor/Branch
Brandon Gallas, Ph.D., Division of Imaging, Diagnostics, and Software Reliability; Office of Science and Engineering Laboratories; Center for Devices and Radiological Health; U.S. Food and Drug Administration
Publications
Elfer K, Dudgeon S, Garcia V, Blenman K, Hytopoulos E, Wen S, Li X, Ly A, Werness B, Sheth MS, Amgad M, Gupta R, Saltz J, Hanna MG, Ehinger A, Peeters D, Salgado R, Gallas BD. Pilot study to evaluate tools to collect pathologist annotations for validating machine learning algorithms. J Med Imaging (Bellingham). 2022 Jul;9(4):047501. doi: 10.1117/1.JMI.9.4.047501. Epub 2022 Jul 27. PMID: 35911208.
Garcia V, Elfer K, Peeters DJE, Ehinger A, Werness B, Ly A, Li X, Hanna MG, Blenman KRM, Salgado R, Gallas BD. Development of Training Materials for Pathologists to Provide Machine Learning Validation Data of Tumor-Infiltrating Lymphocytes in Breast Cancer. Cancers (Basel). 2022 May 17;14(10):2467. doi: 10.3390/cancers14102467. PMID: 35626070.
Liu J, Wang M, Tulman D, Mandava SH, Elfer KN, Gabrielson A, Lai W, Abshire C, Sholl AB, Brown JQ, Lee BR. Nondestructive Diagnosis of Kidney Cancer on 18-gauge Core Needle Renal Biopsy Using Dual-color Fluorescence Structured Illumination Microscopy. Urology. 2016 Dec;98:195-199. doi: 10.1016/j.urology.2016.08.036. Epub 2016 Sep 3. PMID: 27597632.
Elfer KN, Sholl AB, Wang M, Tulman DB, Mandava SH, Lee BR, Brown JQ. DRAQ5 and Eosin ('D&E') as an Analog to Hematoxylin and Eosin for Rapid Fluorescence Histology of Fresh Tissues. PLoS One. 2016 Oct 27;11(10):e0165530. doi: 10.1371/journal.pone.0165530. eCollection 2016. PMID: 27788264.
Wang M, Tulman DB, Sholl AB, Kimbrell HZ, Mandava SH, Elfer KN, Luethy S, Maddox MM, Lai W, Lee BR, Brown JQ. Gigapixel surface imaging of radical prostatectomy specimens for comprehensive detection of cancer-positive surgical margins using structured illumination microscopy. Sci Rep. 2016 Jun 3;6:27419. doi: 10.1038/srep27419. PMID: 27257084.
Wang M, Kimbrell HZ, Sholl AB, Tulman DB, Elfer KN, Schlichenmeyer TC, Lee BR, Lacey M, Brown JQ. High-Resolution Rapid Diagnostic Imaging of Whole Prostate Biopsies Using Video-Rate Fluorescence Structured Illumination Microscopy. Cancer Res. 2015 Oct 1;75(19):4032-41. doi: 10.1158/0008-5472.CAN-14-3806. Epub 2015 Aug 17. PMID: 26282168.
Goel UO, Maddox MM, Elfer KN, Dorsey PJ, Wang M, McCaslin IR, Brown JQ, Lee BR. Feasibility of quantitative diffuse reflectance spectroscopy for targeted measurement of renal ischemia during laparoscopic partial nephrectomy. J Biomed Opt. 2014;19(10):107001. doi: 10.1117/1.JBO.19.10.107001. PMID: 25321401.
Schlichenmeyer TC, Wang M, Elfer KN, Brown JQ. Video-rate structured illumination microscopy for high-throughput imaging of large tissue areas. Biomed Opt Express. 2014 Jan 7;5(2):366-77. doi: 10.1364/BOE.5.000366. eCollection 2014 Feb 1. PMID: 24575333.