Special Section Guest Editorial: Radiogenomics in Prognosis and Treatment

por Drukker, Karen, Kontos, Despina, Li, Hui
Publicado 2021

AI in medical imaging grand challenges: translation from competition to research benefit and patient care

por Armato, Samuel G, Drukker, Karen, Hadjiiski, Lubomir
Publicado 2023

Role of standard and soft tissue chest radiography images in deep-learning-based early diagnosis of COVID-19

por Hu, Qiyuan, Drukker, Karen, Giger, Maryellen L.
Publicado 2021

Performance metric curve analysis framework to assess impact of the decision variable threshold, disease prevalence, and dataset variability in two-class classification

por Whitney, Heather M., Drukker, Karen, Giger, Maryellen L.
Publicado 2022

Most-enhancing tumor volume by MRI radiomics predicts recurrence-free survival “early on” in neoadjuvant treatment of breast cancer

por Drukker, Karen, Li, Hui, Antropova, Natalia, Edwards, Alexandra, Papaioannou, John, Giger, Maryellen L.
Publicado 2018

Deciphering Genomic Underpinnings of Quantitative MRI-based Radiomic Phenotypes of Invasive Breast Carcinoma

por Zhu, Yitan, Li, Hui, Guo, Wentian, Drukker, Karen, Lan, Li, Giger, Maryellen L., Ji, Yuan
Publicado 2015

SPIE-AAPM-NCI BreastPathQ Challenge: an image analysis challenge for quantitative tumor cellularity assessment in breast cancer histology images following neoadjuvant treatment

por Petrick, Nicholas, Akbar, Shazia, Cha, Kenny H., Nofech-Mozes, Sharon, Sahiner, Berkman, Gavrielides, Marios A., Kalpathy-Cramer, Jayashree, Drukker, Karen, Martel, Anne L.
Publicado 2021

Dual-energy three-compartment breast imaging for compositional biomarkers to improve detection of malignant lesions

por Leong, Lambert T., Malkov, Serghei, Drukker, Karen, Niell, Bethany L., Sadowski, Peter, Wolfgruber, Thomas, Greenwood, Heather I., Joe, Bonnie N., Kerlikowske, Karla, Giger, Maryellen L., Shepherd, John A.
Publicado 2021

Breast MRI radiomics: comparison of computer- and human-extracted imaging phenotypes

por Sutton, Elizabeth J., Huang, Erich P., Drukker, Karen, Burnside, Elizabeth S., Li, Hui, Net, Jose M., Rao, Arvind, Whitman, Gary J., Zuley, Margarita, Ganott, Marie, Bonaccio, Ermelinda, Giger, Maryellen L., Morris, Elizabeth A.
Publicado 2017

Quantitative MRI radiomics in the prediction of molecular classifications of breast cancer subtypes in the TCGA/TCIA data set

por Li, Hui, Zhu, Yitan, Burnside, Elizabeth S, Huang, Erich, Drukker, Karen, Hoadley, Katherine A, Fan, Cheng, Conzen, Suzanne D, Zuley, Margarita, Net, Jose M, Sutton, Elizabeth, Whitman, Gary J, Morris, Elizabeth, Perou, Charles M, Ji, Yuan, Giger, Maryellen L
Publicado 2016

Radiogenomics of breast cancer using dynamic contrast enhanced MRI and gene expression profiling

por Yeh, Albert C., Li, Hui, Zhu, Yitan, Zhang, Jing, Khramtsova, Galina, Drukker, Karen, Edwards, Alexandra, McGregor, Stephanie, Yoshimatsu, Toshio, Zheng, Yonglan, Niu, Qun, Abe, Hiroyuki, Mueller, Jeffrey, Conzen, Suzanne, Ji, Yuan, Giger, Maryellen L., Olopade, Olufunmilayo I.
Publicado 2019

A Competition, Benchmark, Code, and Data for Using Artificial Intelligence to Detect Lesions in Digital Breast Tomosynthesis

por Konz, Nicholas, Buda, Mateusz, Gu, Hanxue, Saha, Ashirbani, Yang, Jichen, Chłędowski, Jakub, Park, Jungkyu, Witowski, Jan, Geras, Krzysztof J., Shoshan, Yoel, Gilboa-Solomon, Flora, Khapun, Daniel, Ratner, Vadim, Barkan, Ella, Ozery-Flato, Michal, Martí, Robert, Omigbodun, Akinyinka, Marasinou, Chrysostomos, Nakhaei, Noor, Hsu, William, Sahu, Pranjal, Hossain, Md Belayat, Lee, Juhun, Santos, Carlos, Przelaskowski, Artur, Kalpathy-Cramer, Jayashree, Bearce, Benjamin, Cha, Kenny, Farahani, Keyvan, Petrick, Nicholas, Hadjiiski, Lubomir, Drukker, Karen, Armato, Samuel G., Mazurowski, Maciej A.
Publicado 2023