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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 Radiography, Abdominal
Concept Radiography
Concept Mass Chest X-Ray
Concept Thorax
Concept Radiography, Interventional
Concept Radiography, Thoracic
Academic Article Development of a high quality film duplication system using a laser digitizer: comparison with computed radiography.
Academic Article Digital radiography. A useful clinical tool for computer-aided diagnosis by quantitative analysis of radiographic images.
Academic Article Automatic segmentation of liver structure in CT images.
Academic Article Image processing and computer-aided diagnosis.
Academic Article Automated registration of ventilation-perfusion images with digital chest radiographs.
Academic Article Automated lung segmentation in digital lateral chest radiographs.
Academic Article Development of an improved CAD scheme for automated detection of lung nodules in digital chest images.
Academic Article Potential usefulness of computerized nodule detection in screening programs for lung cancer.
Academic Article Automated registration of frontal and lateral radionuclide lung scans with digital chest radiographs.
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 Comparison of imaging properties of a computed radiography system and screen-film systems.
Academic Article Biomedical Imaging Research Opportunities Workshop: report and recommendations.
Academic Article Automated detection of lung nodules in CT scans: preliminary results.
Academic Article Computer-aided diagnosis in radiology.
Academic Article Data compression: effect on diagnostic accuracy in digital chest radiography.
Academic Article Radiographic texture analysis of densitometer-generated calcaneus images differentiates postmenopausal women with and without fractures.
Academic Article Computer-aided diagnosis in chest radiology.
Academic Article Temporal radiographic texture analysis in the detection of periprosthetic osteolysis.
Academic Article Comparison of radiographic texture analysis from computed radiography and bone densitometry systems.
Academic Article Biomedical Imaging Research Opportunities Workshop II: report and recommendations.
Academic Article Radiographic texture analysis of densitometric calcaneal images: relationship to clinical characteristics and to bone fragility.
Academic Article Enhancement of breast CADx with unlabeled data.
Academic Article Computerized detection of pulmonary nodules in digital chest images: use of morphological filters in reducing false-positive detections.
Academic Article Digital imaging of the chest.
Academic Article Pulmonary nodules: computer-aided detection in digital chest images.
Academic Article Digitized film radiography.
Academic Article Radiographic texture analysis in the characterization of trabecular patterns in periprosthetic osteolysis.
Academic Article Investigation of basic imaging properties in digital radiography. 12. Effect of matrix configuration on spatial resolution.
Academic Article Effect of pixel size on detectability of low-contrast signals in digital radiography.
Academic Article Investigation of basic imaging properties in digital radiography. 8. Detection of simulated low-contrast objects in digital subtraction angiographic images.
Academic Article Clinical experience with an advanced laser digitizer for cost-effective digital radiography.
Academic Article Digital chest radiography: effect on diagnostic accuracy of hard copy, conventional video, and reversed gray scale video display formats.
Academic Article Basic imaging properties of a large image intensifier-TV digital chest radiographic system.
Academic Article An "intelligent" workstation for computer-aided diagnosis.
Academic Article Investigation of basic imaging properties in digital radiography. 9. Effect of displayed grey levels on signal detection.
Academic Article Investigation of basic imaging properties in digital radiography 10. Structure mottle of II-TV digital imaging systems.
Academic Article Investigation of basic imaging properties in digital radiography. 5. Characteristic curves of II-TV digital systems.
Academic Article Investigation of basic imaging properties in digital radiography. 3. Effect of pixel size on SNR and threshold contrast.
Academic Article Investigation of basic imaging properties in digital radiography. 2. Noise Wiener spectrum.
Academic Article Detection of lung nodules in digital chest radiographs using artificial neural networks: a pilot study.
Academic Article Computerized detection of abnormal asymmetry in digital chest radiographs.
Academic Article Reduction of false positives in computerized detection of lung nodules in chest radiographs using artificial neural networks, discriminant analysis, and a rule-based scheme.
Academic Article Image feature analysis and computer-aided diagnosis in digital radiography. 3. Automated detection of nodules in peripheral lung fields.
Academic Article Investigation of basic imaging properties in digital radiography. 7. Noise Wiener spectra of II-TV digital imaging systems.
Academic Article Computer-aided diagnosis in chest radiography. Preliminary experience.
Academic Article Development of a digital duplication system for portable chest radiographs.
Academic Article Digital image subtraction of temporally sequential chest images for detection of interval change.
Academic Article Portable chest radiography techniques and teleradiology.
Academic Article Investigation of basic imaging properties in digital radiography. 13. Effect of simple structured noise on the detectability of simulated stenotic lesions.
Academic Article Investigation of basic imaging properties in digital radiography. I. Modulation transfer function.
Academic Article Potential usefulness of digital imaging in clinical diagnostic radiology: computer-aided diagnosis.
Academic Article Computer-aided diagnosis: development of automated schemes for quantitative analysis of radiographic images.
Academic Article Direct comparison of conventional and computed radiography with a dual-image recording technique.
Academic Article Potential usefulness of an artificial neural network for differential diagnosis of interstitial lung diseases: pilot study.
Academic Article Investigation of basic imaging properties in digital radiography. 6. MTFs of II-TV digital imaging systems.
Academic Article Dual-lumen chest port infection rates in patients with head and neck cancer.
Academic Article Comparison of barbed versus conventional sutures for wound closure of radiologically implanted chest ports.
Academic Article Long-term results of microcoil embolization for colonic haemorrhage: how common is rebleeding?
Academic Article Radiologically Guided Placement of Mushroom-retained Gastrostomy Catheters: Long-term Outcomes of Use in 300 Patients at a Single Center.
Academic Article Deciphering Genomic Underpinnings of Quantitative MRI-based Radiomic Phenotypes of Invasive Breast Carcinoma.
Academic Article Response.
Academic Article Additive Benefit of Radiomics Over Size Alone in the Distinction Between Benign Lesions and Luminal A Cancers on a Large Clinical Breast MRI Dataset.
Academic Article Anatomic Point-Based Lung Region with Zone Identification for Radiologist Annotation and Machine Learning for Chest Radiographs.
Academic Article Role of standard and soft tissue chest radiography images in deep-learning-based early diagnosis of COVID-19.
Academic Article Predicting intensive care need for COVID-19 patients using deep learning on chest radiography.
Academic Article Assessment of a deep learning model for COVID-19 classification on chest radiographs: a comparison across image acquisition techniques and clinical factors.
Search Criteria
  • chest
  • radiography