Claudia Mello-Thoms
Orcid: 0000-0003-0677-5731
According to our database1,
Claudia Mello-Thoms
authored at least 35 papers
between 2001 and 2019.
Collaborative distances:
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Bibliography
2019
Can a Machine Learn from Radiologists' Visual Search Behaviour and Their Interpretation of Mammograms - a Deep-Learning Study.
J. Digit. Imaging, 2019
J. Digit. Imaging, 2019
Missed cancer and visual search of mammograms: what feature based machine-learning can tell us that deep-convolution learning cannot.
Proceedings of the Medical Imaging 2019: Image Perception, 2019
2018
MuDeRN: Multi-category classification of breast histopathological image using deep residual networks.
Artif. Intell. Medicine, 2018
Proceedings of the Medical Imaging 2018: Image Perception, 2018
Characteristics of the group of radiologists that benefits the most using Breast Screen Reader Assessment Strategy (BREAST).
Proceedings of the Medical Imaging 2018: Image Perception, 2018
A cognitive approach to determine the benefits of pairing radiologists in mammogram reading.
Proceedings of the Medical Imaging 2018: Image Perception, 2018
A framework for distinguishing benign from malignant breast histopathological images using deep residual networks.
Proceedings of the 14th International Workshop on Breast Imaging, 2018
2017
iCAP: An Individualized Model Combining Gaze Parameters and Image-Based Features to Predict Radiologists' Decisions While Reading Mammograms.
IEEE Trans. Medical Imaging, 2017
Does Expectation of Abnormality Affect the Search Pattern of Radiologists When Looking for Pulmonary Nodules?
J. Digit. Imaging, 2017
Determining local and contextual features describing appearance of difficult to identify mitotic figures.
Proceedings of the Medical Imaging 2017: Digital Pathology, 2017
2016
Image Size Influences Visual Search and Perception of Hemorrhages When Reading Cranial CT: An Eye-Tracking Study.
Hum. Factors, 2016
Proceedings of the Medical Imaging 2016: Image Perception, Observer Performance, and Technology Assessment, San Diego, California, United States, 27 February, 2016
Investigating the link between the radiological experience and the allocation of an 'equivocal finding'.
Proceedings of the Medical Imaging 2016: Image Perception, Observer Performance, and Technology Assessment, San Diego, California, United States, 27 February, 2016
Predicting radiologists' true and false positive decisions in reading mammograms by using gaze parameters and image-based features.
Proceedings of the Medical Imaging 2016: Image Perception, Observer Performance, and Technology Assessment, San Diego, California, United States, 27 February, 2016
Proceedings of the Medical Imaging 2016: Image Perception, Observer Performance, and Technology Assessment, San Diego, California, United States, 27 February, 2016
Inter-observer variability within BI-RADS and RANZCR mammographic density assessment schemes.
Proceedings of the Medical Imaging 2016: Image Perception, Observer Performance, and Technology Assessment, San Diego, California, United States, 27 February, 2016
Proceedings of the Breast Imaging, 2016
Proceedings of the Breast Imaging, 2016
2015
Retrospective Review of the Drop in Observer Detection Performance Over Time in Lesion-enriched Experimental Studies.
J. Digit. Imaging, 2015
Effect of Display Resolution on Time to Diagnosis with Virtual Pathology Slides in a Systematic Search Task.
J. Digit. Imaging, 2015
2014
Assessing the impact of cognitive impairment on the usability of an electronic medication delivery unit in an assisted living population.
Int. J. Medical Informatics, 2014
Mammography: Radiologist and Image Characteristics That Determine the Accuracy of Breast Cancer Diagnosis.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014
Understanding the Role of Correct Lesion Assessment in Radiologists' Reporting of Breast Cancer.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014
2011
The feasibility of automating audit and feedback for ART guideline adherence in Malawi.
J. Am. Medical Informatics Assoc., 2011
2008
Different Search Patterns and Similar Decision Outcomes: How Can Experts Agree in the Decisions They Make When Reading Digital Mammograms?.
Proceedings of the Digital Mammography, 2008
2007
Improvement of Visual Similarity of Similar Breast Masses Selected by Computer-Aided Diagnosis Schemes.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
2004
Diagnostic fidelity of the Z-buffer segmentation algorithm: preliminary assessment based on intracranial aneurysm detection.
J. Biomed. Informatics, 2004
Numerical simulations of spectral phase and spectral distance behavior as scalar descriptors of multispectral data.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
2003
IEEE Trans. Medical Imaging, 2003
2002
Proceedings of the Eye Tracking Research & Application Symposium, 2002
Image Misregistration and Lesion Signal-difference-to-noise Ratio Impact on Spectral Distance Images Formed from Multispectral Images.
Proceedings of the AMIA 2002, 2002
2001
An analysis of perceptual errors in reading mammograms using quasi-local spatial frequency spectra.
J. Digit. Imaging, 2001