Claudia Mello-Thoms

Orcid: 0000-0003-0677-5731

According to our database1, Claudia Mello-Thoms authored at least 36 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
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PhD thesis 
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Bibliography

2024
The Use of Machine Learning in Eye Tracking Studies in Medical Imaging: A Review.
IEEE J. Biomed. Health Informatics, June, 2024

2019
Can a Machine Learn from Radiologists' Visual Search Behaviour and Their Interpretation of Mammograms - a Deep-Learning Study.
J. Digit. Imaging, 2019

Computer-Assisted Nuclear Atypia Scoring of Breast Cancer: a Preliminary Study.
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

A deep (learning) dive into visual search behaviour of breast radiologists.
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

The impact of radiology expertise upon the localization of subtle pulmonary lesions.
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

Quantra reproduces BI-RADS assessment on a two-point scale.
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

Lower Recall Rates Reduced Readers' Sensitivity in Screening Mammography.
Proceedings of the Breast Imaging, 2016

Equivocal Breast Findings Are Reduced with Digital Tomosynthesis.
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

Mammographic Density Effect on Readers' Performance and Visual Search Pattern.
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

BREAST: A Novel Strategy to Improve the Detection of Breast Cancer.
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
The Perception of Breast Cancers: What Differentiates Missed from Reported Cancers.
IEEE Trans. Medical Imaging, 2003

2002
What attracts the eye to the location of missed and reported breast cancers?
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


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