Integrating structured abstracts in the Journal of Medical Imaging

por Giger, Maryellen
Publicado 2020

Medical imaging of COVID-19

por Giger, Maryellen
Publicado 2021

SPIE Computer-Aided Diagnosis conference anniversary review

por Summers, Ronald M., Giger, Maryellen L.
Publicado 2022

Special Issue Editorial: The SPIE Medical Imaging Symposium Celebrates 50 Years

por Myers, Kyle J., Giger, Maryellen L.
Publicado 2022

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

Artificial intelligence in medicine: technical basis and clinical applications

por Xing, Lei, Giger, Maryellen L, Min, James K
Publicado 2020

A deep learning methodology for improved breast cancer diagnosis using multiparametric MRI

por Hu, Qiyuan, Whitney, Heather M., Giger, Maryellen L.
Publicado 2020

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

Comment on “Machine Learning for Early Detection of Hypoxic-Ischemic Brain Injury After Cardiac Arrest” Submitted by Noah Salomon Molinski et al.

por Mansour, Ali, Fuhrman, Jordan D., Goldenberg, Fernando D., Giger, Maryellen L.
Publicado 2022

Multi-Stage Harmonization for Robust AI across Breast MR Databases

por Whitney, Heather M., Li, Hui, Ji, Yu, Liu, Peifang, Giger, Maryellen L.
Publicado 2021

Radiographic Texture Analysis of Densitometric Calcaneal Images: Relationship to Clinical Characteristics and to Bone Fragility

por Vokes, Tamara, Lauderdale, Diane, Ma, Siu-Ling, Chinander, Mike, Childs, Keona, Giger, Maryellen
Publicado 2010

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

Quantifying the effects of biopsy fixation and staining panel design on automatic instance segmentation of immune cells in human lupus nephritis

por Durkee, Madeleine S., Abraham, Rebecca, Ai, Junting, Veselits, Margaret, Clark, Marcus R., Giger, Maryellen L.
Publicado 2021

Report from the RSNA COVID-19 Task Force: COVID-19 Impact on Academic Radiology Research—A Survey of Vice Chairs of Research

por Mossa-Basha, Mahmud, Krupinski, Elizabeth A., Filippi, Christopher G., Sharpe, Richard E., Giger, Maryellen
Publicado 2022

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

Machine learning with multimodal data for COVID-19

por Chen, Weijie, Sá, Rui C., Bai, Yuntong, Napel, Sandy, Gevaert, Olivier, Lauderdale, Diane S., Giger, Maryellen L.
Publicado 2023

Independent validation of machine learning in diagnosing breast Cancer on magnetic resonance imaging within a single institution

por Ji, Yu, Li, Hui, Edwards, Alexandra V., Papaioannou, John, Ma, Wenjuan, Liu, Peifang, Giger, Maryellen L.
Publicado 2019

Cascaded deep transfer learning on thoracic CT in COVID-19 patients treated with steroids

por Fuhrman, Jordan D., Chen, Jun, Dong, Zegang, Lure, Fleming Y. M., Luo, Zhe, Giger, Maryellen L.
Publicado 2020

Lessons learned in transitioning to AI in the medical imaging of COVID-19

por El Naqa, Issam, Li, Hui, Fuhrman, Jordan, Hu, Qiyuan, Gorre, Naveena, Chen, Weijie, Giger, Maryellen L.
Publicado 2021

Pilot study of machine learning in the task of distinguishing high and low-grade pediatric hydronephrosis on ultrasound

por Sloan, Matthew, Li, Hui, Lescay, Hernan A., Judge, Clark, Lan, Li, Hajiyev, Parviz, Giger, Maryellen L., Gundeti, Mohan S.
Publicado 2023