Maryellen Giger
University of Chicago
H-index: 106
North America-United States
Top articles of Maryellen Giger
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Abstract No. 241 Fuzzy C-Means Segmentation of Hyperintense Metastatic Lesions in Hepatocyte-Avid Contrast T1-weighted DCE-MRI Studies | Journal of Vascular and Interventional Radiology | G Casella R Reeves A Gomella J Papaioannou L Lan | 2024/3/1 |
Automatic segmentation of malignant and benign adnexal lesions on ultrasound scans | Heather M Whitney Roni Yoeli-Bik Jacques S Abramowicz Li Lan Hui Li | 2024/4/3 | |
Using artificial intelligence for chest radiograph interpretation: a retrospective multi-reader-multi-case (MRMC) study of the automatic detection of multiple abnormalities and … | Lin Guo Guanxun Cheng Lifei Wang Bin Zheng Stefan Jaeger | 2024/4/3 | |
Role of sureness in evaluating AI/CADx: Lesion‐based repeatability of machine learning classification performance on breast MRI | Medical Physics | Heather M Whitney Karen Drukker Michael Vieceli Amy Van Dusen Michelle de Oliveira | 2024/3 |
Multi-class instance segmentation of renal structures in highly multiplexed immunofluorescence microscopy images | Thao Cao Madeleine S Durkee Junting Ai Gabriel Casella Deepjyoti Ghosh | 2024/4/3 | |
Enabling Global Image Data Sharing in the Life Sciences | arXiv preprint arXiv:2401.13023 | Peter Bajcsy Sreenivas Bhattiprolu Katy Borner Beth Cimini Lucy Collinson | 2024/1/23 |
A Guideline for Open-Source Tools to Make Medical Imaging Data Ready for Artificial Intelligence Applications: A Society of Imaging Informatics in Medicine (SIIM) Survey | Journal of Imaging Informatics in Medicine | Sanaz Vahdati Bardia Khosravi Elham Mahmoudi Kuan Zhang Pouria Rouzrokh | 2024/4/1 |
Systems and Methods for Identifying Progression of Hypoxic-Ischemic Brain Injury | 2024/4/4 | ||
Pseudo-spectral angle mapping for automated pixel-level analysis of highly multiplexed tissue image data | bioRxiv | Madeleine S Durkee Junting Ai Gabriel Casella Thao Cao Anthony Chang | 2024 |
Sequestration of imaging studies in MIDRC: using load factor to minimize algorithm performance overestimation and image reuse | Dylan Tang Heather M Whitney Kyle J Myers Maryellen L Giger | 2024/3/29 | |
Quantification, model characterization, and challenges in automatic perivascular space candidate discrimination | Jordan D Fuhrman Madison Luther Ali Mansour Laura Dennis Fernando D Goldenberg | 2024/4/3 | |
Radiomics and quantitative multi-parametric MRI for predicting uterine fibroid growth | Karen Drukker Milica Medved Carla Harmath Maryellen L Giger Obianuju S Madueke-Laveaux | 2024/4/3 | |
Pseudo-spectral angle mapping to improve immune cell classification in highly multiplexed fluorescence microscopy images | Madeleine S Durkee Junting Ai Gabriel Casella Thao Cao Marcus R Clark | 2024/3/12 | |
Automating tumor segmentation and tumor enhancement quantification of I-SPY2 data | Arden Frantzen Heather M Whitney Hui Li Karen Drukker Alexandra Edwards | 2024/4/3 | |
Renal cell classification in highly multiplexed microscopy imaging using a biology-based decision tree classifier | Gabriel Casella Madeleine S Durkee Junting Ai Thao Cao Deepjyoti Ghosh | 2024/4/3 | |
Criteria for the translation of radiomics into clinically useful tests | Erich P Huang James PB O’Connor Lisa M McShane Maryellen L Giger Philippe Lambin | 2023/2 | |
Convolutional neural networks detect cells in densely packed images at performance levels similar to human readers | Madeleine S Durkee Nevaeh Petrie Kyle Lleras Junting Ai Rebecca Abraham | 2023/4/3 | |
Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model deployment | Journal of Medical Imaging | Karen Drukker Weijie Chen Judy Gichoya Nicholas Gruszauskas Jayashree Kalpathy-Cramer | 2023/11/1 |
Temporal Machine Learning Analysis of Prior Mammograms for Breast Cancer Risk Prediction | Cancers | Hui Li Kayla Robinson Li Lan Natalie Baughan Chun-Wai Chan | 2023/4/4 |
User experience evaluation for MIDRC AI interface | Naveena Gorre Jordan Fuhrman Eduardo Carranza Hui Li Ravi K Madduri | 2023/4/10 |
Co-Authors
