Deep Learning for Medical Image Analysis

por Senaras, Caglar, Gurcan, Metin Nafi
Publicado 2018

History of the SPIE Medical Imaging Digital Pathology Conference

por Madabhushi, Anant, Gurcan, Metin N.
Publicado 2022

Automatic Detection of Granuloma Necrosis in Pulmonary Tuberculosis Using a Two-Phase Algorithm: 2D-TB

por Kus, Pelin, Gurcan, Metin N., Beamer, Gillian
Publicado 2019

Machine learning-based analytics of the impact of the Covid-19 pandemic on alcohol consumption habit changes among United States healthcare workers

por Rezapour, Mostafa, Niazi, Muhammad Khalid Khan, Gurcan, Metin Nafi
Publicado 2023

Author Correction: Machine learning-based analytics of the impact of the Covid-19 pandemic on alcohol consumption habit changes among United States healthcare workers

por Rezapour, Mostafa, Niazi, Muhammad Khalid Khan, Gurcan, Metin Nafi
Publicado 2023

Barriers and facilitators to adoption of soft copy interpretation from the user perspective: Lessons learned from filmless radiology for slideless pathology

por Patterson, Emily S., Rayo, Mike, Gill, Carolina, Gurcan, Metin N.
Publicado 2011

Authors’ Reply

por Patterson, Emily S., Rayo, Mike, Gill, Carolina, Gurcan, Metin N.
Publicado 2011

Contrastive Multiple Instance Learning: An Unsupervised Framework for Learning Slide-Level Representations of Whole Slide Histopathology Images without Labels

por Tavolara, Thomas E., Gurcan, Metin N., Niazi, M. Khalid Khan
Publicado 2022

DeepFocus: Detection of out-of-focus regions in whole slide digital images using deep learning

por Senaras, Caglar, Niazi, M. Khalid Khan, Lozanski, Gerard, Gurcan, Metin N.
Publicado 2018

Creating learning health systems and the emerging role of biomedical informatics

por Kohn, Martin S., Topaloglu, Umit, Kirkendall, Eric S., Dharod, Ajay, Wells, Brian J., Gurcan, Metin
Publicado 2021

Relationship between the Ki67 index and its area based approximation in breast cancer

por Niazi, Muhammad Khalid Khan, Senaras, Caglar, Pennell, Michael, Arole, Vidya, Tozbikian, Gary, Gurcan, Metin N.
Publicado 2018

Value of Public Challenges for the Development of Pathology Deep Learning Algorithms

por Hartman, Douglas Joseph, Van Der Laak, Jeroen A. W. M., Gurcan, Metin N., Pantanowitz, Liron
Publicado 2020

NRK-ABMIL: Subtle Metastatic Deposits Detection for Predicting Lymph Node Metastasis in Breast Cancer Whole-Slide Images

por Sajjad, Usama, Rezapour, Mostafa, Su, Ziyu, Tozbikian, Gary H., Gurcan, Metin N., Niazi, M. Khalid Khan
Publicado 2023

A modular cGAN classification framework: Application to colorectal tumor detection

por Tavolara, Thomas E., Niazi, M. Khalid Khan, Arole, Vidya, Chen, Wei, Frankel, Wendy, Gurcan, Metin N.
Publicado 2019

Author Correction: A modular cGAN classification framework: Application to colorectal tumor detection

por Tavolara, Thomas E., Niazi, M. Khalid Khan, Arole, Vidya, Chen, Wei, Frankel, Wendy, Gurcan, Metin N.
Publicado 2020

Automated fluorescent miscroscopic image analysis of PTBP1 expression in glioma

por Kaya, Behiye, Goceri, Evgin, Becker, Aline, Elder, Brad, Puduvalli, Vinay, Winter, Jessica, Gurcan, Metin, Otero, José Javier
Publicado 2017

Identifying tumor in pancreatic neuroendocrine neoplasms from Ki67 images using transfer learning

por Niazi, Muhammad Khalid Khan, Tavolara, Thomas Erol, Arole, Vidya, Hartman, Douglas J., Pantanowitz, Liron, Gurcan, Metin N.
Publicado 2018

Deep learning predicts gene expression as an intermediate data modality to identify susceptibility patterns in Mycobacterium tuberculosis infected Diversity Outbred mice

por Tavolara, Thomas E., Niazi, M.K.K., Gower, Adam C., Ginese, Melanie, Beamer, Gillian, Gurcan, Metin N.
Publicado 2021

Attention2majority: Weak multiple instance learning for regenerative kidney grading on whole slide images

por Su, Ziyu, Tavolara, Thomas E., Carreno-Galeano, Gabriel, Lee, Sang Jin, Gurcan, Metin N., Niazi, M.K.K.
Publicado 2022

Optimized generation of high-resolution phantom images using cGAN: Application to quantification of Ki67 breast cancer images

por Senaras, Caglar, Niazi, Muhammad Khalid Khan, Sahiner, Berkman, Pennell, Michael P., Tozbikian, Gary, Lozanski, Gerard, Gurcan, Metin N.
Publicado 2018