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Louis J Vaickus, MD, PhD

Associate Professor of Pathology and Laboratory Medicine

Additional Titles/Positions/Affiliations
Medical Director of Pathology Informatics

Pathology and Laboratory Medicine

BA, Hamilton College, Clinton NY, 2001-2005
MD, Boston University School of Medicine, Boston MA, 2005-2012
PhD, Boston University School of Medicine, Boston MA, 2005-2012
Anatomic Pathology Residency, Massachusetts General Hospital, Boston MA, 2012-2016
Cytopathology Fellowship, Massachusetts General Hospital, Boston MA, 2014-2015

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Contact Information

1 Medical Center Drive
Lebanon NH 03766

Office: Borwell 4
Phone: 53844
Email: Louis.J.Vaickus@Dartmouth.edu

Professional Interests

Deep learning
Medical image analysis

Grant Information

SYNERGY Clinical Research Fellow, 2018-2019

Selected Publications


Use of molecular testing results to analyze the overuse of atypia of undetermined significance in thyroid cytology.
Martinez Coconubo D, Levy JJ, Kerr DA, Vaickus LJ, Vidis L, Glass RE, Gutmann EJ, Marotti JD, Liu X
J Am Soc Cytopathol. 2023 Sep 7; pii: S2213-2945(23)00219-3. doi: 10.1016/j.jasc.2023.09.002. Epub 2023 Sep 7.
PMID: 37775434

Assessment of emerging pretraining strategies in interpretable multimodal deep learning for cancer prognostication.
Azher ZL, Suvarna A, Chen JQ, Zhang Z, Christensen BC, Salas LA, Vaickus LJ, Levy JJ
BioData Min. 2023 Jul 22;16(1):23. doi: 10.1186/s13040-023-00338-w. Epub 2023 Jul 22.
PMID: 37481666

Paired-agent imaging as a rapid en face margin screening method in Mohs micrographic surgery.
Torres VC, Hodge S, Levy JJ, Vaickus LJ, Chen EY, LeBouef M, Samkoe KS
Front Oncol. 2023;13:1196517. doi: 10.3389/fonc.2023.1196517. Epub 2023 Jun 22.
PMID: 37427140

Large-scale validation study of an improved semiautonomous urine cytology assessment tool: AutoParis-X.
Levy JJ, Chan N, Marotti JD, Kerr DA, Gutmann EJ, Glass RE, Dodge CP, Suriawinata AA, Christensen BC, Liu X, Vaickus LJ
Cancer Cytopathol. 2023 Jun 28; doi: 10.1002/cncy.22732. Epub 2023 Jun 28.
PMID: 37377320

Examining longitudinal markers of bladder cancer recurrence through a semiautonomous machine learning system for quantifying specimen atypia from urine cytology.
Levy JJ, Chan N, Marotti JD, Rodrigues NJ, Ismail AAO, Kerr DA, Gutmann EJ, Glass RE, Dodge CP, Suriawinata AA, Christensen BC, Liu X, Vaickus LJ
Cancer Cytopathol. 2023 Sep;131(9):561-573. doi: 10.1002/cncy.22725. Epub 2023 Jun 26.
PMID: 37358142

A deep learning algorithm to detect cutaneous squamous cell carcinoma on frozen sections in Mohs micrographic surgery: a retrospective assessment.
Davis MJ, Srinivasan G, Chacko R, Chen S, Suvarna A, Vaickus LJ, Torres VC, Hodge S, Chen EY, Preum S, Samkoe KS, Christensen BC, LeBoeuf M, Levy JJ
medRxiv. 2023 May 16; pii: 2023.05.14.23289960. doi: 10.1101/2023.05.14.23289960. Epub 2023 May 16.
PMID: 37293008

Inferring spatial transcriptomics markers from whole slide images to characterize metastasis-related spatial heterogeneity of colorectal tumors: A pilot study.
Fatemi M, Feng E, Sharma C, Azher Z, Goel T, Ramwala O, Palisoul SM, Barney RE, Perreard L, Kolling FW, Salas LA, Christensen BC, Tsongalis GJ, Vaickus LJ, Levy JJ
J Pathol Inform. 2023;14:100308. doi: 10.1016/j.jpi.2023.100308. Epub 2023 Mar 29.
PMID: 37114077

Identification of Spatial Proteomic Signatures of Colon Tumor Metastasis: A Digital Spatial Profiling Approach.
Levy JJ, Zavras JP, Veziroglu EM, Nasir-Moin M, Kolling FW, Christensen BC, Salas LA, Barney RE, Palisoul SM, Ren B, Liu X, Kerr DA, Pointer KB, Tsongalis GJ, Vaickus LJ
Am J Pathol. 2023 Jun;193(6):778-795. doi: 10.1016/j.ajpath.2023.02.020. Epub 2023 Apr 8.
PMID: 37037284

Video-Based Deep Learning to Detect Dyssynergic Defecation with 3D High-Definition Anorectal Manometry.
Levy JJ, Navas CM, Chandra JA, Christensen BC, Vaickus LJ, Curley M, Chey WD, Baker JR, Shah ED
Dig Dis Sci. 2023 May;68(5):2015-2022. doi: 10.1007/s10620-022-07759-3. Epub 2022 Nov 19.
PMID: 36401758

Large-scale longitudinal comparison of urine cytological classification systems reveals potential early adoption of The Paris System criteria.
Levy JJ, Liu X, Marotti JD, Kerr DA, Gutmann EJ, Glass RE, Dodge CP, Vaickus LJ
J Am Soc Cytopathol. 2022 Nov-Dec;11(6):394-402. doi: 10.1016/j.jasc.2022.08.001. Epub 2022 Aug 17.
PMID: 36068164

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