Gerard Lozanski

Publication Activity (10 Years)

Years Active: 2008-2020
Publications (10 Years): 7

Top Topics

Adaptive Thresholding

Automated Detection

Top Venues

Medical Imaging: Digital Pathology

BMC Medical Informatics Decis. Mak.

Int. J. Comput. Biol. Drug Des.

Publications

Maciej Pietrzak, Gerard Lozanski, Michael Grever, Leslie Andritsos, James S. Blachly, Kerry Rogers, Michal Seweryn
On the analysis of the human immunome via an information theoretical approach. Int. J. Comput. Biol. Drug Des. 13 (5/6) (2020)
Çaglar Senaras, M. Khalid Khan Niazi, Vidya Arole, Weijie Chen, Berkman Sahiner, Arwa Shana'ah, A. Louissaint, R. P. Hasserjian, Gerard Lozanski, Metin Nafi Gürcan
Segmentation of follicles from CD8-stained slides of follicular lymphoma using deep learning. Medical Imaging: Digital Pathology (2019)
Çaglar Senaras, Berkman Sahiner, Gary Tozbikian, Gerard Lozanski, Metin N. Gurcan
Creating synthetic digital slides using conditional generative adversarial networks: application to Ki67 staining. Medical Imaging: Digital Pathology (2018)
Çaglar Senaras, Michael Pennell, W. Chen, Berkman Sahiner, Arwa Shana'ah, A. Louissaint, R. P. Hasserjian, Gerard Lozanski, Metin Nafi Gürcan
Tumor microenvironment for follicular lymphoma: structural analysis for outcome prediction. Medical Imaging: Digital Pathology (2018)
Çaglar Senaras, Michael Pennell, W. Chen, Berkman Sahiner, Arwa Shana'ah, A. Louissaint, R. P. Hasserjian, Gerard Lozanski, Metin Nafi Gürcan
FOXP3-stained image analysis for follicular lymphoma: optimal adaptive thresholding with maximal nucleus coverage. Medical Imaging: Digital Pathology (2017)
Karl W. Kroll, Ann-Katherin Eisfeld, Gerard Lozanski, Clara D. Bloomfield, John C. Byrd, James S. Blachly
MuCor: mutation aggregation and correlation. Bioinform. 32 (10) (2016)
Mohammad Faizal Ahmad Fauzi, Michael Pennell, Berkman Sahiner, Weijie Chen, Arwa Shana'ah, Jessica Hemminger, Alejandro Gru, Habibe Kurt, Michael Losos, Amy Joehlin-Price, Christina Kavran, Stephen M. Smith, Nicholas Nowacki, Sharmeen Mansor, Gerard Lozanski, Metin N. Gurcan
Classification of follicular lymphoma: the effect of computer aid on pathologists grading. BMC Medical Informatics Decis. Mak. 15 (2015)
M. Khalid Khan Niazi, Jessica Hemminger, Habibe Kurt, Gerard Lozanski, Metin N. Gurcan
Grading vascularity from histopathological images based on traveling salesman distance and vessel size. Medical Imaging: Digital Pathology (2014)
Evrim Acar, Gerard Lozanski, Metin N. Gurcan
Tensor-based computation and modeling in multi-resolution digital pathology imaging: application to follicular lymphoma grading. Medical Imaging: Digital Pathology (2013)
M. Khalid Khan Niazi, Michael Pennell, Camille Elkins, Jessica Hemminger, Ming Jin, Sean Kirby, Habibe Kurt, Barrie Miller, Elizabeth Plocharczyk, Rachel Roth, Rebecca Ziegler, Arwa Shana'ah, Fred Racke, Gerard Lozanski, Metin N. Gurcan
Entropy based quantification of Ki-67 positive cell images and its evaluation by a reader study. Medical Imaging: Digital Pathology (2013)
Hatice Çinar Akakin, Hui Kong, Camille Elkins, Jessica Hemminger, Barrie Miller, Jin Ming, Elizabeth Plocharczyk, Rachel Roth, Mitchell Weinberg, Rebecca Ziegler, Gerard Lozanski, Metin N. Gurcan
Automated detection of cells from immunohistochemically-stained tissues: application to Ki-67 nuclei staining. Medical Imaging: Computer-Aided Diagnosis (2012)
Kamel Belkacem-Boussaid, Siddharth Samsi, Gerard Lozanski, Metin N. Gurcan
Automatic detection of follicular regions in H&E images using iterative shape index. Comput. Medical Imaging Graph. 35 (7-8) (2011)
Kamel Belkacem-Boussaid, Michael Pennell, Gerard Lozanski, Arwa Shana'ah, Metin N. Gurcan
Effect of pathologist agreement on evaluating a computer-aided assisted system: recognizing centroblast cells in follicular lymphoma cases. ISBI (2010)
Kamel Belkacem-Boussaid, Jeffrey W. Prescott, Gerard Lozanski, Metin N. Gurcan
Segmentation of follicular regions on H&E slides using a matching filter and active contour model. Medical Imaging: Computer-Aided Diagnosis (2010)
Siddharth Samsi, Gerard Lozanski, Arwa Shanaah, Ashok K. Krishnamurthy, Metin N. Gurcan
Detection of Follicles From IHC-Stained Slides of Follicular Lymphoma Using Iterative Watershed. IEEE Trans. Biomed. Eng. 57 (10) (2010)
Olcay Sertel, Ümit V. Çatalyürek, Gerard Lozanski, Arwa Shanaah, Metin N. Gurcan
An Image Analysis Approach for Detecting Malignant Cells in Digitized H&E-stained Histology Images of Follicular Lymphoma. ICPR (2010)
Olcay Sertel, Gerard Lozanski, Arwa Shana'ah, Metin N. Gurcan
Computer-Aided Detection of Centroblasts for Follicular Lymphoma Grading Using Adaptive Likelihood-Based Cell Segmentation. IEEE Trans. Biomed. Eng. 57 (10) (2010)
Lee A. D. Cooper, Olcay Sertel, Jun Kong, Gerard Lozanski, Kun Huang, Metin N. Gurcan
Feature-based registration of histopathology images with different stains: An application for computerized follicular lymphoma prognosis. Comput. Methods Programs Biomed. 96 (3) (2009)
Olcay Sertel, Jun Kong, Ümit V. Çatalyürek, Gerard Lozanski, Joel H. Saltz, Metin N. Gurcan
Histopathological Image Analysis Using Model-Based Intermediate Representations and Color Texture: Follicular Lymphoma Grading. J. Signal Process. Syst. 55 (1-3) (2009)
Olcay Sertel, Jun Kong, Gerard Lozanski, Ümit V. Çatalyürek, Joel H. Saltz, Metin N. Gurcan
Computerized microscopic image analysis of follicular lymphoma. Medical Imaging: Computer-Aided Diagnosis (2008)
Olcay Sertel, Jun Kong, Gerard Lozanski, Arwa Shanaah, Ümit V. Çatalyürek, Joel H. Saltz, Metin N. Gurcan
Texture classification using nonlinear color quantization: Application to histopathological image analysis. ICASSP (2008)