Claudia Mello-Thoms

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 19

Top Topics

Inter Observer Variability

Computer Aided Detection

Top Venues

Medical Imaging: Image Perception, Observer Performance, and Technology Assessment

Digital Mammography / IWDM

J. Digit. Imaging

Artif. Intell. Medicine

Publications

Bulat Ibragimov, Claudia Mello-Thoms
The Use of Machine Learning in Eye Tracking Studies in Medical Imaging: A Review. IEEE J. Biomed. Health Informatics 28 (6) (2024)
Suneeta Mall, Elizabeth A. Krupinski, Claudia Mello-Thoms
Missed cancer and visual search of mammograms: what feature based machine-learning can tell us that deep-convolution learning cannot. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2019)
Suneeta Mall, Patrick C. Brennan, Claudia Mello-Thoms
Can a Machine Learn from Radiologists' Visual Search Behaviour and Their Interpretation of Mammograms - a Deep-Learning Study. J. Digit. Imaging 32 (5) (2019)
Ziba Gandomkar, Patrick C. Brennan, Claudia Mello-Thoms
Computer-Assisted Nuclear Atypia Scoring of Breast Cancer: a Preliminary Study. J. Digit. Imaging 32 (5) (2019)
Ziba Gandomkar, Patrick C. Brennan, Claudia Mello-Thoms
A cognitive approach to determine the benefits of pairing radiologists in mammogram reading. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2018)
Ziba Gandomkar, Patrick C. Brennan, Claudia Mello-Thoms
A framework for distinguishing benign from malignant breast histopathological images using deep residual networks. IWBI (2018)
Ziba Gandomkar, Patrick C. Brennan, Claudia Mello-Thoms
MuDeRN: Multi-category classification of breast histopathological image using deep residual networks. Artif. Intell. Medicine 88 (2018)
A. Ganesan, Maram Alakhras, Patrick C. Brennan, Warwick B. Lee, Kriscia Tapia, Claudia Mello-Thoms
Characteristics of the group of radiologists that benefits the most using Breast Screen Reader Assessment Strategy (BREAST). Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2018)
Suneeta Mall, Patrick C. Brennan, Claudia Mello-Thoms
A deep (learning) dive into visual search behaviour of breast radiologists. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2018)
Stephen Littlefair, Patrick C. Brennan, Warren M. Reed, Claudia Mello-Thoms
Does Expectation of Abnormality Affect the Search Pattern of Radiologists When Looking for Pulmonary Nodules? J. Digit. Imaging 30 (1) (2017)
Ziba Gandomkar, Kevin Tay, Will Ryder, Patrick C. Brennan, Claudia Mello-Thoms
iCAP: An Individualized Model Combining Gaze Parameters and Image-Based Features to Predict Radiologists' Decisions While Reading Mammograms. IEEE Trans. Medical Imaging 36 (5) (2017)
Ziba Gandomkar, Patrick C. Brennan, Claudia Mello-Thoms
Determining local and contextual features describing appearance of difficult to identify mitotic figures. Medical Imaging: Digital Pathology (2017)
Mohammad A. Rawashdeh, Camila Vidotti, Warwick B. Lee, Sarah J. Lewis, Claudia Mello-Thoms, Warren M. Reed, Kriscia Tapia, Patrick C. Brennan
Investigating the link between the radiological experience and the allocation of an 'equivocal finding'. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2016)
Maram Alakhras, Claudia Mello-Thoms, Roger Bourne, Mary Rickard, Patrick C. Brennan
Equivocal Breast Findings Are Reduced with Digital Tomosynthesis. Digital Mammography / IWDM (2016)
Norhashimah Mohd Norsuddin, Claudia Mello-Thoms, Warren M. Reed, Patrick C. Brennan, Sarah J. Lewis
Lower Recall Rates Reduced Readers' Sensitivity in Screening Mammography. Digital Mammography / IWDM (2016)
John W. Robinson, Patrick C. Brennan, Claudia Mello-Thoms, Sarah J. Lewis
The impact of radiology expertise upon the localization of subtle pulmonary lesions. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2016)
Ziba Gandomkar, Kevin Tay, Will Ryder, Patrick C. Brennan, Claudia Mello-Thoms
Predicting radiologists' true and false positive decisions in reading mammograms by using gaze parameters and image-based features. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2016)
Christine N. Damases, Claudia Mello-Thoms, Mark F. McEntee
Inter-observer variability within BI-RADS and RANZCR mammographic density assessment schemes. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2016)
Ernest U. Ekpo, Claudia Mello-Thoms, Mary Rickard, Patrick C. Brennan, Mark F. McEntee
Quantra reproduces BI-RADS assessment on a two-point scale. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2016)
Sian Taylor-Phillips, Markus C. Elze, Elizabeth A. Krupinski, Kathryn Dennick, Alastair G. Gale, Aileen Clarke, Claudia Mello-Thoms
Retrospective Review of the Drop in Observer Detection Performance Over Time in Lesion-enriched Experimental Studies. J. Digit. Imaging 28 (1) (2015)
Rebecca Randell, Thilina Ambepitiya, Claudia Mello-Thoms, Roy A. Ruddle, David S. Brettle, Rhys G. Thomas, Darren Treanor
Effect of Display Resolution on Time to Diagnosis with Virtual Pathology Slides in a Systematic Search Task. J. Digit. Imaging 28 (1) (2015)
Claudia Mello-Thoms, Phuong Dung Trieu, Mohammed A. Rawashdeh, Kriscia Tapia, Warwick B. Lee, Patrick C. Brennan
Understanding the Role of Correct Lesion Assessment in Radiologists' Reporting of Breast Cancer. Digital Mammography / IWDM (2014)
Dana S. A. L. Mousa, Patrick C. Brennan, Elaine A. Ryan, Claudia Mello-Thoms
Mammographic Density Effect on Readers' Performance and Visual Search Pattern. Digital Mammography / IWDM (2014)
Patrick C. Brennan, Phuong Dung Trieu, Kriscia Tapia, John Ryan, Claudia Mello-Thoms, Warwick B. Lee
BREAST: A Novel Strategy to Improve the Detection of Breast Cancer. Digital Mammography / IWDM (2014)
Frank M. Ligons, Claudia Mello-Thoms, Steven M. Handler, Katrina M. Romagnoli, Harry Hochheiser
Assessing the impact of cognitive impairment on the usability of an electronic medication delivery unit in an assisted living population. Int. J. Medical Informatics 83 (11) (2014)
Mohammad A. Rawashdeh, Claudia Mello-Thoms, Roger Bourne, Patrick C. Brennan
Mammography: Radiologist and Image Characteristics That Determine the Accuracy of Breast Cancer Diagnosis. Digital Mammography / IWDM (2014)
Zach Landis-Lewis, Claudia Mello-Thoms, Oliver Jintha Gadabu, E. Miranda Gillespie, Gerald P. Douglas, Rebecca S. Crowley
The feasibility of automating audit and feedback for ART guideline adherence in Malawi. J. Am. Medical Informatics Assoc. 18 (6) (2011)
Claudia Mello-Thoms, Marie A. Ganott, Jules H. Sumkin, Christiane M. Hakim, Cynthia Britton, Luisa P. Wallace, Lara Hardesty
Different Search Patterns and Similar Decision Outcomes: How Can Experts Agree in the Decisions They Make When Reading Digital Mammograms?. Digital Mammography / IWDM (2008)
Bin Zheng, Claudia Mello-Thoms, Xiao-Hui Wang, David Gur
Improvement of Visual Similarity of Similar Breast Masses Selected by Computer-Aided Diagnosis Schemes. ISBI (2007)
Brian E. Chapman, Claudia Mello-Thoms
Numerical simulations of spectral phase and spectral distance behavior as scalar descriptors of multispectral data. Medical Imaging: Image Processing (2004)
Brian E. Chapman, Dennis L. Parker, Janet O. Stapelton, Jay S. Tsuruda, Claudia Mello-Thoms, Bronwin Hamilton, Gregory L. Katzman, Kevin Moore
Diagnostic fidelity of the Z-buffer segmentation algorithm: preliminary assessment based on intracranial aneurysm detection. J. Biomed. Informatics 37 (1) (2004)
Claudia Mello-Thoms, Stanley M. Dunn, Calvin F. Nodine
The Perception of Breast Cancers: What Differentiates Missed from Reported Cancers. IEEE Trans. Medical Imaging 22 (10) (2003)
Brian E. Chapman, Claudia Mello-Thoms
Image Misregistration and Lesion Signal-difference-to-noise Ratio Impact on Spectral Distance Images Formed from Multispectral Images. AMIA (2002)
Claudia Mello-Thoms, Calvin F. Nodine, Harold L. Kundel
What attracts the eye to the location of missed and reported breast cancers? ETRA (2002)
Claudia Mello-Thoms, Stanley M. Dunn, Calvin F. Nodine, Harold L. Kundel
An analysis of perceptual errors in reading mammograms using quasi-local spatial frequency spectra. J. Digit. Imaging 14 (3) (2001)