Effective and efficient active learning for deep learning-based tissue image analysis

por Meirelles, André L S, Kurc, Tahsin, Kong, Jun, Ferreira, Renato, Saltz, Joel, Teodoro, George
Publicado 2023

Twenty Years of Digital Pathology: An Overview of the Road Travelled, What is on the Horizon, and the Emergence of Vendor-Neutral Archives

por Pantanowitz, Liron, Sharma, Ashish, Carter, Alexis B., Kurc, Tahsin, Sussman, Alan, Saltz, Joel
Publicado 2018

A Methodology for Texture Feature-based Quality Assessment in Nucleus Segmentation of Histopathology Image

por Wen, Si, Kurc, Tahsin M., Gao, Yi, Zhao, Tianhao, Saltz, Joel H., Zhu, Wei
Publicado 2017

Building Efficient CNN Architectures for Histopathology Images Analysis: A Case-Study in Tumor-Infiltrating Lymphocytes Classification

por Meirelles, André L. S., Kurc, Tahsin, Kong, Jun, Ferreira, Renato, Saltz, Joel H., Teodoro, George
Publicado 2022

Redactable and Auditable Data Access for Bioinformatics Research

por Brown, Jordan, Ahamad, Mustaque, Ahmed, Musheer, Blough, Douglas M., Kurc, Tahsin, Post, Andrew, Saltz, Joel
Publicado 201

An Informatics Framework for Testing Data Integrity and Correctness of Federated Biomedical Databases

por Kim, Mijung, Kurc, Tahsin, Orso, Alessandro, Cobb, Jake, Gutman, David, Harrold, Mary Jean, Post, Andrew, Sharma, Ashish, Saltz, Joel
Publicado 2011

Dataset of segmented nuclei in hematoxylin and eosin stained histopathology images of ten cancer types

por Hou, Le, Gupta, Rajarsi, Van Arnam, John S., Zhang, Yuwei, Sivalenka, Kaustubh, Samaras, Dimitris, Kurc, Tahsin M., Saltz, Joel H.
Publicado 2020

PRISM: A Platform for Imaging in Precision Medicine

por Sharma, Ashish, Tarbox, Lawrence, Kurc, Tahsin, Bona, Jonathan, Smith, Kirk, Kathiravelu, Pradeeban, Bremer, Erich, Saltz, Joel H., Prior, Fred
Publicado 2020

Towards Generation, Management, and Exploration of Combined Radiomics and Pathomics Datasets for Cancer Research

por Saltz, Joel, Almeida, Jonas, Gao, Yi, Sharma, Ashish, Bremer, Erich, DiPrima, Tammy, Saltz, Mary, Kalpathy-Cramer, Jayashree, Kurc, Tahsin
Publicado 2017

Scalable analysis of Big pathology image data cohorts using efficient methods and high-performance computing strategies

por Kurc, Tahsin, Qi, Xin, Wang, Daihou, Wang, Fusheng, Teodoro, George, Cooper, Lee, Nalisnik, Michael, Yang, Lin, Saltz, Joel, Foran, David J.
Publicado 2015

Algorithm sensitivity analysis and parameter tuning for tissue image segmentation pipelines

por Teodoro, George, Kurç, Tahsin M, Taveira, Luís F R, Melo, Alba C M A, Gao, Yi, Kong, Jun, Saltz, Joel H
Publicado 2017

Deep Learning-Based Mapping of Tumor Infiltrating Lymphocytes in Whole Slide Images of 23 Types of Cancer

por Abousamra, Shahira, Gupta, Rajarsi, Hou, Le, Batiste, Rebecca, Zhao, Tianhao, Shankar, Anand, Rao, Arvind, Chen, Chao, Samaras, Dimitris, Kurc, Tahsin, Saltz, Joel
Publicado 2022

GridIMAGE: A Novel Use of Grid Computing to Support Interactive Human and Computer-Assisted Detection Decision Support

por Gurcan, Metin N., Pan, Tony, Sharma, Ashish, Kurc, Tahsin, Oster, Scott, Langella, Stephen, Hastings, Shannon, Siddiqui, Khan M., Siegel, Eliot L., Saltz, Joel
Publicado 2007

Comparison of Different Classifiers with Active Learning to Support Quality Control in Nucleus Segmentation in Pathology Images

por Wen, Si, Kurc, Tahsin M., Hou, Le, Saltz, Joel H., Gupta, Rajarsi R., Batiste, Rebecca, Zhao, Tianhao, Nguyen, Vu, Samaras, Dimitris, Zhu, Wei
Publicado 2018

The Proneural Molecular Signature Is Enriched in Oligodendrogliomas and Predicts Improved Survival among Diffuse Gliomas

por Cooper, Lee A. D., Gutman, David A., Long, Qi, Johnson, Brent A., Cholleti, Sharath R., Kurc, Tahsin, Saltz, Joel H., Brat, Daniel J., Moreno, Carlos S.
Publicado 2010

An XML-based System for Synthesis of Data from Disparate Databases

por Kurc, Tahsin, Janies, Daniel A., Johnson, Andrew D., Langella, Stephen, Oster, Scott, Hastings, Shannon, Habib, Farhat, Camerlengo, Terry, Ervin, David, Catalyurek, Umit V., Saltz, Joel H.
Publicado 2006

A Temporal Abstraction-based Extract, Transform and Load Process for Creating Registry Databases for Research

por Post, Andrew, Kurc, Tahsin, Overcash, Marc, Cantrell, Dedra, Morris, Tim, Eckerson, Kristi, Tsui, Circe, Willey, Terry, Quyyumi, Arshed, Eapen, Danny, Umpierrez, Guillermo, Ziemer, David, Saltz, Joel
Publicado 2011

A high-performance spatial database based approach for pathology imaging algorithm evaluation

por Wang, Fusheng, Kong, Jun, Gao, Jingjing, Cooper, Lee A.D., Kurc, Tahsin, Zhou, Zhengwen, Adler, David, Vergara-Niedermayr, Cristobal, Katigbak, Bryan, Brat, Daniel J., Saltz, Joel H.
Publicado 2013

An Application of a Service-oriented System to Support ArrayAnnotation in Custom Chip Design for Epigenomic Analysis

por Han, Junghee, Potter, Dustin, Kurc, Tahsin, Singer, Greg, Yan, Pearlly S., Hao, Sun, Hastings, Shannon, Langella, Stephen, Oster, Scott, Davuluri, Ramana V., Huang, Tim H.-M., Saltz, Joel H.
Publicado 2008

A data model and database for high-resolution pathology analytical image informatics

por Wang, Fusheng, Kong, Jun, Cooper, Lee, Pan, Tony, Kurc, Tahsin, Chen, Wenjin, Sharma, Ashish, Niedermayr, Cristobal, Oh, Tae W, Brat, Daniel, Farris, Alton B, Foran, David J, Saltz, Joel
Publicado 2011