State of machine and deep learning in histopathological applications in digestive diseases

por Kobayashi, Soma, Saltz, Joel H, Yang, Vincent W
Publicado 2021

Computational immunohistochemical mapping adds immune context to histological phenotypes in mouse models of colitis

por Kobayashi, Soma, Sullivan, Christopher, Bialkowska, Agnieszka B., Saltz, Joel H., Yang, Vincent W.
Publicado 2023

Development of a Framework for Large Scale Three-Dimensional Pathology and Biomarker Imaging and Spatial Analytics

por Liang, Yanhui, Wang, Fusheng, Zhang, Pengyue, Saltz, Joel H., Brat, Daniel J., Kong, Jun
Publicado 2017

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

Semantic ETL into i2b2 with Eureka!

por Post, Andrew R., Krc, Tahsin, Rathod, Himanshu, Agravat, Sanjay, Mansour, Michel, Torian, William, Saltz, Joel H.
Publicado 201

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

A proprotein convertase/MMP-14 proteolytic cascade releases a novel 40 kDa vasculostatin from tumor suppressor BAI1

por Cork, Sarah M., Kaur, Balveen, Devi, Narra S., Cooper, Lee, Saltz, Joel H., Sandberg, Eric M., Kaluz, Stefan, Van Meir, Erwin G.
Publicado 2012

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

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 large-scale retrospective study of opioid poisoning in New York State with implications for targeted interventions

por Chen, Xin, Hou, Wei, Rashidian, Sina, Wang, Yu, Zhao, Xia, Leibowitz, George Stuart, Rosenthal, Richard N., Saltz, Mary, Saltz, Joel H., Schoenfeld, Elinor Randi, Wang, Fusheng
Publicado 2021

Deep learning-based approach to the characterization and quantification of histopathology in mouse models of colitis

por Kobayashi, Soma, Shieh, Jason, Ruiz de Sabando, Ainara, Kim, Julie, Liu, Yang, Zee, Sui Y., Prasanna, Prateek, Bialkowska, Agnieszka B., Saltz, Joel H., Yang, Vincent W.
Publicado 2022

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

Machine-Based Morphologic Analysis of Glioblastoma Using Whole-Slide Pathology Images Uncovers Clinically Relevant Molecular Correlates

por Kong, Jun, Cooper, Lee A. D., Wang, Fusheng, Gao, Jingjing, Teodoro, George, Scarpace, Lisa, Mikkelsen, Tom, Schniederjan, Matthew J., Moreno, Carlos S., Saltz, Joel H., Brat, Daniel J.
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

Integrated morphologic analysis for the identification and characterization of disease subtypes

por Cooper, Lee A D, Kong, Jun, Gutman, David A, Wang, Fusheng, Gao, Jingjing, Appin, Christina, Cholleti, Sharath, Pan, Tony, Sharma, Ashish, Scarpace, Lisa, Mikkelsen, Tom, Kurc, Tahsin, Moreno, Carlos S, Brat, Daniel J, Saltz, Joel H
Publicado 2012

AI in Medical Imaging Informatics: Current Challenges and Future Directions

por Panayides, Andreas S., Amini, Amir, Filipovic, Nenad D., Sharma, Ashish, Tsaftaris, Sotirios A., Young, Alistair, Foran, David, Do, Nhan, Golemati, Spyretta, Kurc, Tahsin, Huang, Kun, Nikita, Konstantina S., Veasey, Ben P., Zervakis, Michalis, Saltz, Joel H., Pattichis, Constantinos S.
Publicado 2020