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One or more keywords matched the following properties of Giger, Maryellen L.
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overview Maryellen L. Giger, Ph.D. is the A.N. Pritzker Distinguished Service Professor of Radiology, Committee on Medical Physics, and the College at the University of Chicago. She is also the Vice-Chair of Radiology (Basic Science Research) and the immediate past Director of the CAMPEP-accredited Graduate Programs in Medical Physics/ Chair of the Committee on Medical Physics at the University. For over 30 years, she has conducted research on computer-aided diagnosis, including computer vision, machine learning, and deep learning, in the areas of breast cancer, lung cancer, prostate cancer, brain injury, lupus, and bone diseases, and COVID-19. Over her career, she has served on various NIH, DOD, and other funding agencies’ study sections, and is a former member of the NIBIB Advisory Council of NIH. She is a former president of the American Association of Physicists in Medicine (AAPM) and a former president of the SPIE (the International Society of Optics and Photonics), and was the inaugural Editor-in-Chief of the SPIE Journal of Medical Imaging. She is a member of the National Academy of Engineering (NAE) and was awarded the William D. Coolidge Gold Medal from the American Association of Physicists in Medicine, the highest award given by the AAPM. She is a Fellow of AAPM, AIMBE, SPIE, SBMR, IEEE, COS, and IAMBE, a recipient of the EMBS Academic Career Achievement Award, the SPIE Director's Award, the SPIE Harrison H. Barrett Award in Medical Imaging, the RSNA Honored Educator Award, and the RSNA Outstanding Researcher Award, and was a Hagler Institute Fellow at Texas A&M University. In 2013, Giger was named by the International Congress on Medical Physics (ICMP) as one of the 50 medical physicists with the most impact on the field in the last 50 years. In 2018, she received the iBIO iCON Innovator award. She has more than 260 peer-reviewed publications (over 450 publications), has more than 30 patents and has mentored over 100 graduate students, residents, medical students, and undergraduate students. Her research in computational image-based analyses of breast cancer for risk assessment, diagnosis, prognosis, and response to therapy has yielded various translated components, and she is now using these image-based phenotypes, i.e., “virtual biopsies” in imaging genomics association studies for discovery. She extended her AI in medical imaging research to include the analysis of COVID-19 on CT and chest radiographs, and is contact PI on the NIH NIBIB-funded & ARPA-H-funded Medical Imaging and Data Resource Center (MIDRC; midrc.org). She was a cofounder of Quantitative Insights, Inc., which started through the 2009-2010 New Venture Challenge at the University of Chicago. QI produced QuantX, which in 2017, became the first FDA-cleared, machine-learning-driven system to aid in cancer diagnosis (CADx). In 2019, QuantX was named one of TIME magazine's inventions of the year, and was bought by Qlarity Imaging.
One or more keywords matched the following items that are connected to Giger, Maryellen L.
Item TypeName
Concept Radiology
Concept Radiology Information Systems
Academic Article Computerized radiographic analysis of osteoporosis: preliminary evaluation.
Academic Article Artificial neural networks in mammography: application to decision making in the diagnosis of breast cancer.
Academic Article Malignant and benign clustered microcalcifications: automated feature analysis and classification.
Academic Article Image processing and computer-aided diagnosis.
Academic Article Improving breast cancer diagnosis with computer-aided diagnosis.
Academic Article Computerized analysis of abnormal asymmetry in digital chest radiographs: evaluation of potential utility.
Academic Article Automated lung segmentation in digitized posteroanterior chest radiographs.
Academic Article Computerized delineation and analysis of costophrenic angles in digital chest radiographs.
Academic Article Computerized analysis of digitized mammograms of BRCA1 and BRCA2 gene mutation carriers.
Academic Article Breast cancer: effectiveness of computer-aided diagnosis observer study with independent database of mammograms.
Academic Article Lung cancer: performance of automated lung nodule detection applied to cancers missed in a CT screening program.
Academic Article Biomedical Imaging Research Opportunities Workshop: report and recommendations.
Academic Article Computer-aided diagnosis in radiology.
Academic Article Data compression: effect on diagnostic accuracy in digital chest radiography.
Academic Article Robustness of computerized lesion detection and classification scheme across different breast US platforms.
Academic Article Classification of breast lesions with multimodality computer-aided diagnosis: observer study results on an independent clinical data set.
Academic Article Computer-aided diagnosis in chest radiology.
Academic Article DCEMRI of breast lesions: is kinetic analysis equally effective for both mass and nonmass-like enhancement?
Academic Article Biomedical Imaging Research Opportunities Workshop II: report and recommendations.
Academic Article Breast US computer-aided diagnosis system: robustness across urban populations in South Korea and the United States.
Academic Article Cancerous breast lesions on dynamic contrast-enhanced MR images: computerized characterization for image-based prognostic markers.
Academic Article Digital imaging of the chest.
Academic Article Correlative feature analysis on FFDM.
Academic Article Dynamic and static phantoms for evaluation of digital subtraction angiographic systems.
Academic Article Evaluation of clinical breast MR imaging performed with prototype computer-aided diagnosis breast MR imaging workstation: reader study.
Academic Article Digital chest radiography: effect on diagnostic accuracy of hard copy, conventional video, and reversed gray scale video display formats.
Academic Article Quantitative imaging test approval and biomarker qualification: interrelated but distinct activities.
Academic Article Digital radiographic imaging system with multiple-slit scanning x-ray beam: preliminary report.
Academic Article Development of a digital duplication system for portable chest radiographs.
Academic Article Portable chest radiography techniques and teleradiology.
Academic Article Research imaging in an academic medical center.
Academic Article Potential usefulness of digital imaging in clinical diagnostic radiology: computer-aided diagnosis.
Academic Article Potential usefulness of an artificial neural network for differential diagnosis of interstitial lung diseases: pilot study.
Academic Article Breast US computer-aided diagnosis workstation: performance with a large clinical diagnostic population.
Academic Article Quantitative analysis of multiparametric prostate MR images: differentiation between prostate cancer and normal tissue and correlation with Gleason score--a computer-aided diagnosis development study.
Award or Honor Receipt Stauffer Award, Academic Radiology
Academic Article Validation of quantitative analysis of multiparametric prostate MR images for prostate cancer detection and aggressiveness assessment: a cross-imager study.
Academic Article Radiologically Guided Placement of Mushroom-retained Gastrostomy Catheters: Long-term Outcomes of Use in 300 Patients at a Single Center.
Academic Article Response.
Academic Article MR Imaging Radiomics Signatures for Predicting the Risk of Breast Cancer Recurrence as Given by Research Versions of MammaPrint, Oncotype DX, and PAM50 Gene Assays.
Academic Article Machine Learning in Medical Imaging.
Academic Article Combined Benefit of Quantitative Three-Compartment Breast Image Analysis and Mammography Radiomics in the Classification of Breast Masses in a Clinical Data Set.
Award or Honor Receipt Distinguished Investigator
Academic Article Digital Mammography in Breast Cancer: Additive Value of Radiomics of Breast Parenchyma.
Academic Article Artificial Intelligence: reshaping the practice of radiological sciences in the 21st century.
Academic Article Report from the RSNA COVID-19 Task Force: COVID-19 Impact on Academic Radiology Research-A Survey of Vice Chairs of Research.
Academic Article Advancing Research on Medical Image Perception by Strengthening Multidisciplinary Collaboration.
Academic Article Differences in Molecular Subtype Reference Standards Impact AI-based Breast Cancer Classification with Dynamic Contrast-enhanced MRI.
Award or Honor Receipt Aunt Minnie Finalist for Most Influential Radiology Researcher
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