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Using Digital Pathology to Understand Epithelial Characteristics of Benign Breast Disease among Women Undergoing Diagnostic Image-Guided Breast Biopsy.

Mullooly M, Puvanesarajah S, Fan S, Pfeiffer RM, Olsson LT, Hada M, Kirk EL, Vacek PM, Weaver DL, Shepherd J, Mahmoudzadeh A, Wang J, Malkov S, Johnson JM, Hewitt SM, Herschorn SD, Sherman ME, Troester MA, Gierach GL.

Cancer Prev Res (Phila). 2019 Oct 23. doi: 10.1158/1940-6207.CAPR-19-0120. [Epub ahead of print]


Microarray and RNA in situ hybridization assay for recurrence risk markers of breast carcinoma and ductal carcinoma in situ: Evidence supporting the use of diverse pathways panels.

Evans MF, Vacek PM, Sprague BL, Stein GS, Stein JL, Weaver DL.

J Cell Biochem. 2019 Oct 8. doi: 10.1002/jcb.29409. [Epub ahead of print]


Survey Results Regarding Uptake and Impact of Synthetic Digital Mammography With Tomosynthesis in the Screening Setting.

Zuckerman SP, Sprague BL, Weaver DL, Herschorn SD, Conant EF.

J Am Coll Radiol. 2019 Aug 12. pii: S1546-1440(19)30864-6. doi: 10.1016/j.jacr.2019.07.020. [Epub ahead of print]


Assessment of Machine Learning of Breast Pathology Structures for Automated Differentiation of Breast Cancer and High-Risk Proliferative Lesions.

Mercan E, Mehta S, Bartlett J, Shapiro LG, Weaver DL, Elmore JG.

JAMA Netw Open. 2019 Aug 2;2(8):e198777. doi: 10.1001/jamanetworkopen.2019.8777.


Evaluating screening participation, follow-up and outcomes for breast, cervical and colorectal cancer in the PROSPR consortium.

Barlow WE, Beaber EF, Geller BM, Kamineni A, Zheng Y, Haas JS, Chao CR, Rutter CM, Zauber AG, Sprague BL, Halm EA, Weaver DL, Chubak J, Doria-Rose VP, Kobrin S, Onega T, Quinn VP, Schapira MM, Tosteson ANA, Corley DA, Skinner CS, Schnall MD, Armstrong K, Wheeler CM, Silverberg MJ, Balasubramanian BA, Doubeni CA, McLerran D, Tiro JA.

J Natl Cancer Inst. 2019 Jul 11. pii: djz137. doi: 10.1093/jnci/djz137. [Epub ahead of print]


Breast Cancer Prognostic Factors in the Digital Era: Comparison of Nottingham Grade using Whole Slide Images and Glass Slides.

Davidson TM, Rendi MH, Frederick PD, Onega T, Allison KH, Mercan E, Brunyé TT, Shapiro LG, Weaver DL, Elmore JG.

J Pathol Inform. 2019 Apr 3;10:11. doi: 10.4103/jpi.jpi_29_18. eCollection 2019.


Association of Digital Breast Tomosynthesis vs Digital Mammography With Cancer Detection and Recall Rates by Age and Breast Density.

Conant EF, Barlow WE, Herschorn SD, Weaver DL, Beaber EF, Tosteson ANA, Haas JS, Lowry KP, Stout NK, Trentham-Dietz A, diFlorio-Alexander RM, Li CI, Schnall MD, Onega T, Sprague BL; Population-based Research Optimizing Screening Through Personalized Regimen (PROSPR) Consortium.

JAMA Oncol. 2019 May 1;5(5):635-642. doi: 10.1001/jamaoncol.2018.7078.


A review of eye tracking for understanding and improving diagnostic interpretation.

Brunyé TT, Drew T, Weaver DL, Elmore JG.

Cogn Res Princ Implic. 2019 Feb 22;4(1):7. doi: 10.1186/s41235-019-0159-2.


Cancer Outcomes in DCIS Patients Without Locoregional Treatment.

Ryser MD, Weaver DL, Zhao F, Worni M, Grimm LJ, Gulati R, Etzioni R, Hyslop T, Lee SJ, Hwang ES.

J Natl Cancer Inst. 2019 Sep 1;111(9):952-960. doi: 10.1093/jnci/djy220.


Detection and classification of cancer in whole slide breast histopathology images using deep convolutional networks.

Gecer B, Aksoy S, Mercan E, Shapiro LG, Weaver DL, Elmore JG.

Pattern Recognit. 2018 Dec;84:345-356. doi: 10.1016/j.patcog.2018.07.022. Epub 2018 Jul 20.


Detection Rates for Benign and Malignant Diagnoses on Breast Cancer Screening With Digital Breast Tomosynthesis in a Statewide Mammography Registry Study.

Fujii MH, Herschorn SD, Sowden M, Hotaling EL, Vacek PM, Weaver DL, Sprague BL.

AJR Am J Roentgenol. 2019 Mar;212(3):706-711. doi: 10.2214/AJR.18.20255. Epub 2019 Jan 23.


Time-varying risks of second events following a DCIS diagnosis in the population-based Vermont DCIS cohort.

Sprague BL, Vacek PM, Herschorn SD, James TA, Geller BM, Trentham-Dietz A, Stein JL, Weaver DL.

Breast Cancer Res Treat. 2019 Feb;174(1):227-235. doi: 10.1007/s10549-018-5048-8. Epub 2018 Nov 17.


Real-time detection of breast cancer at the cellular level.

Carver GE, Locknar SA, Weaver DL, Stein JL, Stein GS.

J Cell Physiol. 2019 May;234(5):5413-5419. doi: 10.1002/jcp.27451. Epub 2018 Oct 26. Review.


Developing Telemental Health Partnerships Between State Medical Schools and Federally Qualified Health Centers: Navigating the Regulatory Landscape and Policy Recommendations.

Fortney JC, Veith RC, Bauer AM, Pfeiffer PN, Valenstein M, Pyne JM, Dalack GW, Kramer TL, Ferro LJ, Metzger K, Shore JH, Carlo AD, Coates S, Ward-Jones S, Larkins E, Hafer E, Shushan S, Weaver DL, Unützer J.

J Rural Health. 2019 Jun;35(3):287-297. doi: 10.1111/jrh.12323. Epub 2018 Oct 4.


Using deep convolutional neural networks to identify and classify tumor-associated stroma in diagnostic breast biopsies.

Ehteshami Bejnordi B, Mullooly M, Pfeiffer RM, Fan S, Vacek PM, Weaver DL, Herschorn S, Brinton LA, van Ginneken B, Karssemeijer N, Beck AH, Gierach GL, van der Laak JAWM, Sherman ME.

Mod Pathol. 2018 Oct;31(10):1502-1512. doi: 10.1038/s41379-018-0073-z. Epub 2018 Jun 13.


Complexities of perceived and actual performance in pathology interpretation: A comparison of cutaneous melanocytic skin and breast interpretations.

Carney PA, Frederick PD, Reisch LM, Titus L, Knezevich SR, Weinstock MA, Piepkorn MW, Barnhill RL, Elder DE, Weaver DL, Elmore JG.

J Cutan Pathol. 2018 Jul;45(7):478-490. doi: 10.1111/cup.13147. Epub 2018 Apr 26.


Timely follow-up of positive cancer screening results: A systematic review and recommendations from the PROSPR Consortium.

Doubeni CA, Gabler NB, Wheeler CM, McCarthy AM, Castle PE, Halm EA, Schnall MD, Skinner CS, Tosteson ANA, Weaver DL, Vachani A, Mehta SJ, Rendle KA, Fedewa SA, Corley DA, Armstrong K.

CA Cancer J Clin. 2018 May;68(3):199-216. doi: 10.3322/caac.21452. Epub 2018 Mar 30.


Modeling Ductal Carcinoma In Situ (DCIS): An Overview of CISNET Model Approaches.

van Ravesteyn NT, van den Broek JJ, Li X, Weedon-Fekjær H, Schechter CB, Alagoz O, Huang X, Weaver DL, Burnside ES, Punglia RS, de Koning HJ, Lee SJ.

Med Decis Making. 2018 Apr;38(1_suppl):126S-139S. doi: 10.1177/0272989X17729358.


In Reply.

Ambaye AB, MacLennan SE, Goodwin AJ, Weaver DL.

Arch Pathol Lab Med. 2018 Mar;142(3):287b-288. doi: 10.5858/arpa.2017-0458-LE. No abstract available.


Impact of Peer-Assisted Learning With Standardized Patients in a Prelicensure Nursing Course.

George TP, Weaver DL, Kershner SH.

Nurse Educ. 2018 Jul/Aug;43(4):176-177. doi: 10.1097/NNE.0000000000000480. No abstract available.


Comparative effectiveness of incorporating a hypothetical DCIS prognostic marker into breast cancer screening.

Trentham-Dietz A, Ergun MA, Alagoz O, Stout NK, Gangnon RE, Hampton JM, Dittus K, James TA, Vacek PM, Herschorn SD, Burnside ES, Tosteson ANA, Weaver DL, Sprague BL.

Breast Cancer Res Treat. 2018 Feb;168(1):229-239. doi: 10.1007/s10549-017-4582-0. Epub 2017 Nov 28.


Multi-Instance Multi-Label Learning for Multi-Class Classification of Whole Slide Breast Histopathology Images.

Mercan C, Aksoy S, Mercan E, Shapiro LG, Weaver DL, Elmore JG.

IEEE Trans Med Imaging. 2018 Jan;37(1):316-325. doi: 10.1109/TMI.2017.2758580. Epub 2017 Oct 2.


Second opinion strategies in breast pathology: a decision analysis addressing over-treatment, under-treatment, and care costs.

Tosteson ANA, Yang Q, Nelson HD, Longton G, Soneji SS, Pepe M, Geller B, Carney PA, Onega T, Allison KH, Elmore JG, Weaver DL.

Breast Cancer Res Treat. 2018 Jan;167(1):195-203. doi: 10.1007/s10549-017-4432-0. Epub 2017 Sep 6.


Recommendations for Pathologic Evaluation of Reduction Mammoplasty Specimens: A Prospective Study With Systematic Tissue Sampling.

Ambaye AB, Goodwin AJ, MacLennan SE, Naud S, Weaver DL.

Arch Pathol Lab Med. 2017 Nov;141(11):1523-1528. doi: 10.5858/arpa.2016-0492-OA. Epub 2017 Aug 10.


Primary Care Physician Roles in Health Centers with Oral Health Care Units.

Maxey HL, Norwood CW, Weaver DL.

J Am Board Fam Med. 2017 Jul-Aug;30(4):491-504. doi: 10.3122/jabfm.2017.04.170106.


Characterizing Diagnostic Search Patterns in Digital Breast Pathology: Scanners and Drillers.

Mercan E, Shapiro LG, Brunyé TT, Weaver DL, Elmore JG.

J Digit Imaging. 2018 Feb;31(1):32-41. doi: 10.1007/s10278-017-9990-5.


The diagnostic challenge of low-grade ductal carcinoma in situ.

Onega T, Weaver DL, Frederick PD, Allison KH, Tosteson ANA, Carney PA, Geller BM, Longton GM, Nelson HD, Oster NV, Pepe MS, Elmore JG.

Eur J Cancer. 2017 Jul;80:39-47. doi: 10.1016/j.ejca.2017.04.013. Epub 2017 May 20.


Surgical implications and variability in the use of the flat epithelial atypia diagnosis on breast biopsy specimens.

Samples LS, Rendi MH, Frederick PD, Allison KH, Nelson HD, Morgan TR, Weaver DL, Elmore JG.

Breast. 2017 Aug;34:34-43. doi: 10.1016/j.breast.2017.04.004. Epub 2017 May 3.


Characteristics associated with requests by pathologists for second opinions on breast biopsies.

Geller BM, Nelson HD, Weaver DL, Frederick PD, Allison KH, Onega T, Carney PA, Tosteson ANA, Elmore JG.

J Clin Pathol. 2017 Nov;70(11):947-953. doi: 10.1136/jclinpath-2016-204231. Epub 2017 May 2.


A Randomized Study Comparing Digital Imaging to Traditional Glass Slide Microscopy for Breast Biopsy and Cancer Diagnosis.

Elmore JG, Longton GM, Pepe MS, Carney PA, Nelson HD, Allison KH, Geller BM, Onega T, Tosteson AN, Mercan E, Shapiro LG, Brunyé TT, Morgan TR, Weaver DL.

J Pathol Inform. 2017 Mar 10;8:12. doi: 10.4103/2153-3539.201920. eCollection 2017.


Breast Cancer-Major changes in the American Joint Committee on Cancer eighth edition cancer staging manual.

Giuliano AE, Connolly JL, Edge SB, Mittendorf EA, Rugo HS, Solin LJ, Weaver DL, Winchester DJ, Hortobagyi GN.

CA Cancer J Clin. 2017 Jul 8;67(4):290-303. doi: 10.3322/caac.21393. Epub 2017 Mar 14. Erratum in: CA Cancer J Clin. 2017 Jul 8;67(4):345.


Accuracy is in the eyes of the pathologist: The visual interpretive process and diagnostic accuracy with digital whole slide images.

Brunyé TT, Mercan E, Weaver DL, Elmore JG.

J Biomed Inform. 2017 Feb;66:171-179. doi: 10.1016/j.jbi.2017.01.004. Epub 2017 Jan 10.


Sentinel Lymph Node Biopsy for Patients With Early-Stage Breast Cancer: American Society of Clinical Oncology Clinical Practice Guideline Update.

Lyman GH, Somerfield MR, Bosserman LD, Perkins CL, Weaver DL, Giuliano AE.

J Clin Oncol. 2017 Feb 10;35(5):561-564. doi: 10.1200/JCO.2016.71.0947. Epub 2016 Dec 12.


Diagnostic Reproducibility: What Happens When the Same Pathologist Interprets the Same Breast Biopsy Specimen at Two Points in Time?

Jackson SL, Frederick PD, Pepe MS, Nelson HD, Weaver DL, Allison KH, Carney PA, Geller BM, Tosteson AN, Onega T, Elmore JG.

Ann Surg Oncol. 2017 May;24(5):1234-1241. doi: 10.1245/s10434-016-5695-0. Epub 2016 Dec 2.


Association between breast cancer genetic susceptibility variants and terminal duct lobular unit involution of the breast.

Bodelon C, Oh H, Chatterjee N, Garcia-Closas M, Palakal M, Sherman ME, Pfeiffer RM, Geller B, Vacek P, Weaver DL, Chicoine R, Papathomas D, Xiang J, Patel DA, Khodr ZG, Linville L, Clare SE, Visscher DW, Mies C, Hewitt SM, Brinton LA, Storniolo AMV, He C, Chanock SJ, Gierach GL, Figueroa JD.

Int J Cancer. 2017 Feb 15;140(4):825-832. doi: 10.1002/ijc.30512. Epub 2016 Nov 18.


Relation of Serum Estrogen Metabolites with Terminal Duct Lobular Unit Involution Among Women Undergoing Diagnostic Image-Guided Breast Biopsy.

Oh H, Khodr ZG, Sherman ME, Palakal M, Pfeiffer RM, Linville L, Geller BM, Vacek PM, Weaver DL, Chicoine RE, Falk RT, Horne HN, Papathomas D, Patel DA, Xiang J, Xu X, Veenstra T, Hewitt SM, Shepherd JA, Brinton LA, Figueroa JD, Gierach GL.

Horm Cancer. 2016 Dec;7(5-6):305-315. Epub 2016 May 2.


Breast cancer screening initiation after turning 40 years of age within the PROSPR consortium.

Beaber EF, Tosteson AN, Haas JS, Onega T, Sprague BL, Weaver DL, McCarthy AM, Doubeni CA, Quinn VP, Skinner CS, Zauber AG, Barlow WE.

Breast Cancer Res Treat. 2016 Nov;160(2):323-331. Epub 2016 Sep 24.


Relationships between mammographic density, tissue microvessel density, and breast biopsy diagnosis.

Felix AS, Lenz P, Pfeiffer RM, Hewitt SM, Morris J, Patel DA, Geller B, Vacek PM, Weaver DL, Chicoine RE, Shepherd J, Mahmoudzadeh AP, Wang J, Fan B, Malkov S, Herschorn SD, Johnson JM, Cora RL, Brinton LA, Sherman ME, Gierach GL.

Breast Cancer Res. 2016 Aug 23;18(1):88. doi: 10.1186/s13058-016-0746-9.


Variation in Mammographic Breast Density Assessments Among Radiologists in Clinical Practice: A Multicenter Observational Study.

Sprague BL, Conant EF, Onega T, Garcia MP, Beaber EF, Herschorn SD, Lehman CD, Tosteson AN, Lacson R, Schnall MD, Kontos D, Haas JS, Weaver DL, Barlow WE; PROSPR Consortium.

Ann Intern Med. 2016 Oct 4;165(7):457-464. doi: 10.7326/M15-2934. Epub 2016 Jul 19.


Histological features associated with diagnostic agreement in atypical ductal hyperplasia of the breast: illustrative cases from the B-Path study.

Allison KH, Rendi MH, Peacock S, Morgan T, Elmore JG, Weaver DL.

Histopathology. 2016 Dec;69(6):1028-1046. doi: 10.1111/his.13035. Epub 2016 Sep 23.


Innovations in Calculating Precise Nutrient Intake of Hospitalized Patients.

Sullivan SC, Bopp MM, Weaver DL, Sullivan DH.

Nutrients. 2016 Jul 4;8(7). pii: E412. doi: 10.3390/nu8070412.


Pupil diameter changes reflect difficulty and diagnostic accuracy during medical image interpretation.

Brunyé TT, Eddy MD, Mercan E, Allison KH, Weaver DL, Elmore JG.

BMC Med Inform Decis Mak. 2016 Jul 5;16:77. doi: 10.1186/s12911-016-0322-3.


Ages at menarche- and menopause-related genetic variants in relation to terminal duct lobular unit involution in normal breast tissue.

Oh H, Bodelon C, Palakal M, Chatterjee N, Sherman ME, Linville L, Geller BM, Vacek PM, Weaver DL, Chicoine RE, Papathomas D, Patel DA, Xiang J, Clare SE, Visscher DW, Mies C, Hewitt SM, Brinton LA, Storniolo AM, He C, Garcia-Closas M, Chanock SJ, Gierach GL, Figueroa JD.

Breast Cancer Res Treat. 2016 Jul;158(2):341-50. doi: 10.1007/s10549-016-3859-z. Epub 2016 Jun 24.


Evaluation of 12 strategies for obtaining second opinions to improve interpretation of breast histopathology: simulation study.

Elmore JG, Tosteson AN, Pepe MS, Longton GM, Nelson HD, Geller B, Carney PA, Onega T, Allison KH, Jackson SL, Weaver DL.

BMJ. 2016 Jun 22;353:i3069. doi: 10.1136/bmj.i3069.


Emerging trends in surgical and adjuvant radiation therapies among women diagnosed with ductal carcinoma in situ.

Shiyanbola OO, Sprague BL, Hampton JM, Dittus K, James TA, Herschorn S, Gangnon RE, Weaver DL, Trentham-Dietz A.

Cancer. 2016 Sep 15;122(18):2810-8. doi: 10.1002/cncr.30105. Epub 2016 May 31.


Region of interest identification and diagnostic agreement in breast pathology.

Nagarkar DB, Mercan E, Weaver DL, Brunyé TT, Carney PA, Rendi MH, Beck AH, Frederick PD, Shapiro LG, Elmore JG.

Mod Pathol. 2016 Sep;29(9):1004-11. doi: 10.1038/modpathol.2016.85. Epub 2016 May 20.


Identifying and processing the gap between perceived and actual agreement in breast pathology interpretation.

Carney PA, Allison KH, Oster NV, Frederick PD, Morgan TR, Geller BM, Weaver DL, Elmore JG.

Mod Pathol. 2016 Jul;29(7):717-26. doi: 10.1038/modpathol.2016.62. Epub 2016 Apr 8.


The Influence of Disease Severity of Preceding Clinical Cases on Pathologists' Medical Decision Making.

Frederick PD, Nelson HD, Carney PA, Brunyé TT, Allison KH, Weaver DL, Elmore JG.

Med Decis Making. 2017 Jan;37(1):91-100. Epub 2016 Apr 1.


Variability in Pathologists' Interpretations of Individual Breast Biopsy Slides: A Population Perspective.

Elmore JG, Nelson HD, Pepe MS, Longton GM, Tosteson AN, Geller B, Onega T, Carney PA, Jackson SL, Allison KH, Weaver DL.

Ann Intern Med. 2016 May 17;164(10):649-55. doi: 10.7326/M15-0964. Epub 2016 Mar 22.


Localization of Diagnostically Relevant Regions of Interest in Whole Slide Images: a Comparative Study.

Mercan E, Aksoy S, Shapiro LG, Weaver DL, Brunyé TT, Elmore JG.

J Digit Imaging. 2016 Aug;29(4):496-506. doi: 10.1007/s10278-016-9873-1.

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