logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
M

Maryellen L. Giger

radiology

88H-index
728Paper Count
2.6WCitation Count
Published Papers 219
Publication Date
logo
Task-Based Sampling of Patient Data for Rigorous Machine Learning/AI Performance Assessment
errJournal of Imaging Informatics in Medicine
IF0
err2026-03-10
err0
errOAAI
errNatalie Baughan; Heather M. Whitney; Karen Drukker; Berkman Sahiner; Tingting Hu; Grace Hyun Kim; Michael McNitt-Gray; Kyle J. Myers; Maryellen L. Giger
errShare
errSave
Identifying features of prior hemorrhage in cerebral cavernous malformations on quantitative susceptibility maps: a machine learning pilot study
errJOURNAL OF NEUROSURGERY
IF3.6
err2025-12-01
err0
PREAI
errKinkade, Serena; Li, Hui; Hage, Stephanie; Koskimaki, Janne; Stadnik, Agnieszka; Lee, Justine; Shenkar, Robert; Papaioannou, John; Flemming, Kelly D.; Kim, Helen; Torbey, Michel; Huang, Judy; Carroll, Timothy J.; Girard, Romuald; Giger, Maryellen L.; Awad, Issam A.
errShare
errSave
Sureness of classification of breast cancers as pure ductal carcinoma in situ or with invasive components on dynamic contrast-enhanced magnetic resonance imaging: application of likelihood assurance metrics for computer-aided diagnosis
errJOURNAL OF MEDICAL IMAGING
IF1.7
err2025-11-30
err1
PREAI
errWhitney, Heather M.; Drukker, Karen; Edwards, Alexandra; Giger, Maryellen L.
errShare
errSave
Introduction to the JMI Special Issue on Advances in Breast Imaging
errJOURNAL OF MEDICAL IMAGING
IF1.7
err2025-11-30
err0
PREAI
errGiger, Maryellen L.; Theodossiadis, Susan Astley; Drukker, Karen; Li, Hui; Maidment, Andrew D. A.; Whitney, Heather M.
errShare
errSave
Immune cell quantification of in situ inflammation partitions human lupus nephritis into mechanistic subtypes
errJOURNAL OF CLINICAL INVESTIGATION
IF13.6
err2025-11-03
err0
errOAAI
errCasella, Gabriel; Torcasso, Madeleine S.; Ai, Junting; Cao, Thao P.; Hara, Satoshi; Andrade, Michael S.; Ghosh, Deepjyoti; Shao, Daming; Chang, Anthony; Ko, Kichul; Chong, Anita S.; Giger, Maryellen L.; Clark, Marcus R.
errShare
errSave
Virtual multiplex immunofluorescence identifies lymphocyte subsets predictive of response to neoadjuvant therapy
errTherapeutic Advances in Medical Oncology
IF4.2
err2025-10-18
err0
errOAAI
errAnran Li; Madeleine Torcasso; Anna Woodard; Hanna Hieromnimon; Jonathan Trujillo; Long Nguyen; Margarite Matossian; James Dolezal; Rebecca Abraham; Marcus R. Clark; Galina Khramtsova; Yuanyuan Zha; Maryellen L. Giger; Alexander T. Pearson; Frederick M. Howard
errShare
errSave
Teaching AI for Radiology Applications: a Multisociety-Recommended Syllabus from the AAPM, ACR, RSNA, and SIIM
errJournal of Imaging Informatics in Medicine
IF0
err2025-10-01
err0
errOAAI
errFelipe Kitamura; Timothy Kline; Daniel Warren; Linda Moy; Roxana Daneshjou; Farhad Maleki; Igor Santos; Judy Gichoya; Walter Wiggins; Brian Bialecki; Kevin O’Donnell; Adam E. Flanders; Matt Morgan; Nabile Safdar; Katherine P. Andriole; Raym Geis; Bibb Allen; Keith Dreyer; Matt Lungren; Monica J. Wood; Marc Kohli; Steve Langer; George Shih; Eduardo Farina; Charles E. Kahn; Ingrid Reiser; Maryellen Giger; Christoph Wald; John Mongan; Tessa Cook; Neil Tenenholtz
errShare
errSave
Teaching AI for Radiology Applications: A Multisociety-Recommended Syllabus from the AAPM, ACR, RSNA, and SIIM
errMEDICAL PHYSICS
IF3.2
err2025-10-01
err0
errOAAI
errKitamura, Felipe; Kline, Timothy; Warren, Daniel; Moy, Linda; Daneshjou, Roxana; Maleki, Farhad; Santos, Igor; Gichoya, Judy; Wiggins, Walter; Bialecki, Brian; O'Donnell, Kevin; Flanders, Adam E.; Morgan, Matt; Safdar, Nabile; Andriole, Katherine P.; Geis, Raym; Allen, Bibb; Dreyer, Keith; Lungren, Matt; Wood, Monica J.; Kohli, Marc; Langer, Steve; Shih, George; Farina, Eduardo; Kahn, Charles E.; Reiser, Ingrid; Giger, Maryellen; Wald, Christoph; Mongan, John; Cook, Tessa; Tenenholtz, Neil
errShare
errSave
Demonstration of Interoperability Between MIDRC and N3C: A COVID-19 Severity Prediction Use Case
errJournal of Imaging Informatics in Medicine
IF0
err2025-08-14
err0
errOAAI
errHeather M. Whitney; Rachel Baccile; Hui Li; Karen Drukker; Christopher Meyer; Nicholas P. Gruszauskas; Weijie Chen; Diane S. Lauderdale; Sandy Napel; Seyed Kahaki; Rui Carlos Sá; Chris Beesley; Brandy Phalora; Sam Michael; Robert L. Grossman; Ken Gersing; Maryellen L. Giger
errShare
errSave
Multimodal data curation via interoperability: use cases with the Medical Imaging and Data Resource Center
errScientific Data
IF6.9
err2025-08-01
err0
errOAAI
errWeijie Chen; Heather M. Whitney; Seyed Kahaki; Christopher Meyer; Hui Li; Rui Carlos Sá; Diane Lauderdale; Sandy Napel; Kenneth Gersing; Robert L. Grossman; Maryellen L. Giger
errShare
errSave
Hybrid artificial intelligence echogenic components-based diagnosis of adnexal masses on ultrasound
errMedical Physics
IF3.2
err2025-07-15
err0
errOAAI
errRoni Yoeli-Bik; Heather M. Whitney; Hui Li; Agnes Bilecz; Jacques S. Abramowicz; Li Lan; Ryan E. Longman; Maryellen L. Giger; Ernst Lengyel
errShare
errSave
Enabling global image data sharing in the life sciences
errNATURE METHODS
IF32.1
err2025-03-28
err0
errOAAI
errBajcsy, Peter; Bhattiprolu, Sreenivas; Boerner, Katy; Cimini, Beth A.; Collinson, Lucy; Ellenberg, Jan; Fiolka, Reto; Giger, Maryellen; Goscinski, Wojtek; Hartley, Matthew; Hotaling, Nathan; Horwitz, Rick; Jug, Florian; Kemmer, Isabel; Kreshuk, Anna; Lundberg, Emma; Mathur, Aastha; Narayan, Kedar; Onami, Shuichi; Plant, Anne L.; Prior, Fred; Swedlow, Jason R.; Taylor, Adam; Keppler, Antje
errShare
errSave
Brain Imaging Features in Patients with Gunshot Wounds to the Head
errJOURNAL OF NEUROTRAUMA
IF3.8
err2025-02-03
err0
PREAI
errMansour, Ali; Badillo, Elena; Alvarado-Dyer, Ronald; Pasternak, Olga; Nguyen, Huy Tram N.; Fakhri, Farima; Lo, Elaine; Wilson, Joseph; Deguzman, Mark; Lawrence, Molly; Nugent, John; Desai, Harsh; Roth, William; Fuhrman, Jordan; Horowitz, Peleg; Das, Paramita; Sirko, Andrii; Fan, Tracey; Carroll, Elizabeth; Rowell, Susan; Lazaridis, Christos; Giger, Maryellen; Goldenberg, Fernando D.
errShare
errSave
Role of sureness in evaluating AI/CADx: Lesion-based repeatability of machine learning classification performance on breast MRI
errMEDICAL PHYSICS
IF3.2
err2023-08-21
err2
errOAAI
errWhitney, Heather M.; Drukker, Karen; Vieceli, Michael; Van Dusen, Amy; de Oliveira, Michelle; Abe, Hiroyuki; Giger, Maryellen L.
errShare
errSave
Past AAPM President: 2009
errMEDICAL PHYSICS
IF3.2
err2023-07-10
err0
errOAAI
errGiger, Maryellen
errShare
errSave
Machine learning with multimodal data for COVID-19
errHELIYON
IF3.6
err2023-07-01
err8
errOAAI
errChen, Weijie; Sa, Rui C.; Bai, Yuntong; Napel, Sandy; Gevaert, Olivier; Lauderdale, Diane S.; Giger, Maryellen L.
errShare
errSave
Differences in Molecular Subtype Reference Standards Impact AI-based Breast Cancer Classification with Dynamic Contrast-enhanced MRI
errRADIOLOGY
IF15.2
err2023-04-01
err11
errOAAI
errJi, Yu; Whitney, Heather M.; Li, Hui; Liu, Peifang; Giger, Maryellen L.; Zhang, Xuening
errShare
errSave
MIDRC CRP10 AI interface-an integrated tool for exploring, testing and visualization of AI models
errPHYSICS IN MEDICINE AND BIOLOGY
IF3.4
err2023-03-23
err8
errOAAI
errGorre, Naveena; Carranza, Eduardo; Fuhrman, Jordan; Li, Hui; Madduri, Ravi K.; Giger, Maryellen; El Naqa, Issam
errShare
errSave
Patient-specific fetal radiation dosimetry for pregnant patients undergoing abdominal and pelvic CT imaging
errMEDICAL PHYSICS
IF3.2
err2023-02-25
err2
errOAAI
errQu, Shuiyin; Liu, Haikuan; Xie, Tianwu; Giger, Maryellen L.; Quan, Guotao; Zaidi, Habib
errShare
errSave
A Framework for Evaluating the Technical Performance of Multiparameter Quantitative Imaging Biomarkers (mp-QIBs)
errACADEMIC RADIOLOGY
IF3.9
err2023-02-01
err4
errOAAI
errObuchowski, Nancy A.; Huang, Erich; deSouza, Nandita M.; Raunig, David; Delfino, Jana; Buckler, Andrew; Hatt, Charles; Wang, Xiaofeng; Moskowitz, Chaya; Guimaraes, Alexander; Giger, Maryellen; Hall, Timothy J.; Kinahan, Paul; Pennello, Gene
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
C
Charles M. Perou
H-index: 193 · Papers: 2.0K
P
Peter L. Choyke
H-index: 141 · Papers: 1.9K
C
Charles Swanton
H-index: 137 · Papers: 1.2K
K
Katherine A. Hoadley
H-index: 136 · Papers: 790
R
Ronald N. Germain
H-index: 129 · Papers: 534
View more