Claudia Mello-Thoms

38 papers B 2Misc 1Journal 14Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Longitudinal Anatomical Attention Maps for Recognizing Diagnostic Errors from Radiologists' Eye Movements. MICCAI (7) Anna Anikina, Diliara Ibragimova, Tamerlan Mustafaev, Claudia Mello-Thoms, Bulat Ibragimov
2025	J	`jnl`	Prediction of radiological decision errors from longitudinal analysis of gaze and image features. Artif. Intell. Medicine Anna Anikina, Diliara Ibragimova, Tamerlan Mustafaev, Claudia Mello-Thoms, Bulat Ibragimov
2024	—	`conf`	Prediction of Radiological Diagnostic Errors from Eye Tracking Data Using Graph Neural Networks and Gaze-Guided Transformers. GRAIL@MICCAI Anna Anikina, Reza Karimzadeh, Diliara Ibragimova, Tamerlan Mustafaev, Claudia Mello-Thoms, Bulat Ibragimov
2024	J	`jnl`	The Use of Machine Learning in Eye Tracking Studies in Medical Imaging: A Review. IEEE J. Biomed. Health Informatics Bulat Ibragimov, Claudia Mello-Thoms
2019	J	`jnl`	Can a Machine Learn from Radiologists' Visual Search Behaviour and Their Interpretation of Mammograms - a Deep-Learning Study. J. Digit. Imaging Suneeta Mall, Patrick C. Brennan, Claudia Mello-Thoms
2019	J	`jnl`	Computer-Assisted Nuclear Atypia Scoring of Breast Cancer: a Preliminary Study. J. Digit. Imaging Ziba Gandomkar, Patrick C. Brennan, Claudia Mello-Thoms
2019	—	`conf`	Missed cancer and visual search of mammograms: what feature based machine-learning can tell us that deep-convolution learning cannot. Image Perception, Observer Performance, and Technology Assessment Suneeta Mall, Elizabeth A. Krupinski, Claudia Mello-Thoms
2018	—	`conf`	A cognitive approach to determine the benefits of pairing radiologists in mammogram reading. Image Perception, Observer Performance, and Technology Assessment Ziba Gandomkar, Patrick C. Brennan, Claudia Mello-Thoms
2018	—	`conf`	A deep (learning) dive into visual search behaviour of breast radiologists. Image Perception, Observer Performance, and Technology Assessment Suneeta Mall, Patrick C. Brennan, Claudia Mello-Thoms
2018	—	`conf`	A framework for distinguishing benign from malignant breast histopathological images using deep residual networks. IWBI Ziba Gandomkar, Patrick C. Brennan, Claudia Mello-Thoms
2018	—	`conf`	Characteristics of the group of radiologists that benefits the most using Breast Screen Reader Assessment Strategy (BREAST). Image Perception, Observer Performance, and Technology Assessment A. Ganesan, Maram Alakhras, Patrick C. Brennan, Warwick B. Lee, Kriscia Tapia, Claudia Mello-Thoms
2018	J	`jnl`	MuDeRN: Multi-category classification of breast histopathological image using deep residual networks. Artif. Intell. Medicine Ziba Gandomkar, Patrick C. Brennan, Claudia Mello-Thoms
2017	—	`conf`	Determining local and contextual features describing appearance of difficult to identify mitotic figures. Digital Pathology Ziba Gandomkar, Patrick C. Brennan, Claudia Mello-Thoms
2017	J	`jnl`	Does Expectation of Abnormality Affect the Search Pattern of Radiologists When Looking for Pulmonary Nodules? J. Digit. Imaging Stephen Littlefair, Patrick C. Brennan, Warren M. Reed, Claudia Mello-Thoms
2017	J	`jnl`	iCAP: An Individualized Model Combining Gaze Parameters and Image-Based Features to Predict Radiologists' Decisions While Reading Mammograms. IEEE Trans. Medical Imaging Ziba Gandomkar, Kevin Tay, Will Ryder, Patrick C. Brennan, Claudia Mello-Thoms
2016	—	`conf`	Equivocal Breast Findings Are Reduced with Digital Tomosynthesis. Digital Mammography / IWDM Maram Alakhras, Claudia Mello-Thoms, Roger Bourne, Mary Rickard, Patrick C. Brennan
2016	—	`conf`	Inter-observer variability within BI-RADS and RANZCR mammographic density assessment schemes. Image Perception, Observer Performance, and Technology Assessment Christine N. Damases, Claudia Mello-Thoms, Mark F. McEntee
2016	—	`conf`	Investigating the link between the radiological experience and the allocation of an 'equivocal finding'. Image Perception, Observer Performance, and Technology Assessment Mohammad A. Rawashdeh, Camila Vidotti, Warwick B. Lee, Sarah J. Lewis, Claudia Mello-Thoms, Warren M. Reed, Kriscia Tapia, Patrick C. Brennan
2016	—	`conf`	Lower Recall Rates Reduced Readers' Sensitivity in Screening Mammography. Digital Mammography / IWDM Norhashimah Mohd Norsuddin, Claudia Mello-Thoms, Warren M. Reed, Patrick C. Brennan, Sarah Lewis
2016	—	`conf`	Predicting radiologists' true and false positive decisions in reading mammograms by using gaze parameters and image-based features. Image Perception, Observer Performance, and Technology Assessment Ziba Gandomkar, Kevin Tay, Will Ryder, Patrick C. Brennan, Claudia Mello-Thoms
2016	—	`conf`	Quantra reproduces BI-RADS assessment on a two-point scale. Image Perception, Observer Performance, and Technology Assessment Ernest U. Ekpo, Claudia Mello-Thoms, Mary Rickard, Patrick C. Brennan, Mark F. McEntee
2016	—	`conf`	The impact of radiology expertise upon the localization of subtle pulmonary lesions. Image Perception, Observer Performance, and Technology Assessment John W. Robinson, Patrick C. Brennan, Claudia Mello-Thoms, Sarah J. Lewis
2015	J	`jnl`	Effect of Display Resolution on Time to Diagnosis with Virtual Pathology Slides in a Systematic Search Task. J. Digit. Imaging Rebecca Randell, Thilina Ambepitiya, Claudia Mello-Thoms, Roy A. Ruddle, David S. Brettle, Rhys G. Thomas, Darren Treanor
2015	J	`jnl`	Retrospective Review of the Drop in Observer Detection Performance Over Time in Lesion-enriched Experimental Studies. J. Digit. Imaging Sian Taylor-Phillips, Markus C. Elze, Elizabeth A. Krupinski, Kathryn Dennick, Alastair G. Gale, Aileen Clarke, Claudia Mello-Thoms
2014	J	`jnl`	Assessing the impact of cognitive impairment on the usability of an electronic medication delivery unit in an assisted living population. Int. J. Medical Informatics Frank M. Ligons, Claudia Mello-Thoms, Steven M. Handler, Katrina M. Romagnoli, Harry Hochheiser
2014	—	`conf`	BREAST: A Novel Strategy to Improve the Detection of Breast Cancer. Digital Mammography / IWDM Patrick C. Brennan, Phuong Dung Trieu, Kriscia Tapia, John Ryan, Claudia Mello-Thoms, Warwick B. Lee
2014	—	`conf`	Mammographic Density Effect on Readers' Performance and Visual Search Pattern. Digital Mammography / IWDM Dana S. A. L. Mousa, Patrick C. Brennan, Elaine A. Ryan, Claudia Mello-Thoms
2014	—	`conf`	Mammography: Radiologist and Image Characteristics That Determine the Accuracy of Breast Cancer Diagnosis. Digital Mammography / IWDM Mohammad A. Rawashdeh, Claudia Mello-Thoms, Roger Bourne, Patrick C. Brennan
2014	—	`conf`	Understanding the Role of Correct Lesion Assessment in Radiologists' Reporting of Breast Cancer. Digital Mammography / IWDM Claudia Mello-Thoms, Phuong Dung Trieu, Mohammed A. Rawashdeh, Kriscia Tapia, Warwick B. Lee, Patrick C. Brennan
2011	J	`jnl`	The feasibility of automating audit and feedback for ART guideline adherence in Malawi. J. Am. Medical Informatics Assoc. Zach Landis-Lewis, Claudia Mello-Thoms, Oliver Jintha Gadabu, E. Miranda Gillespie, Gerald P. Douglas, Rebecca S. Crowley
2008	—	`conf`	Different Search Patterns and Similar Decision Outcomes: How Can Experts Agree in the Decisions They Make When Reading Digital Mammograms?. Digital Mammography / IWDM Claudia Mello-Thoms, Marie A. Ganott, Jules H. Sumkin, Christiane M. Hakim, Cynthia Britton, Luisa P. Wallace, Lara Hardesty
2007	—	`conf`	Improvement of Visual Similarity of Similar Breast Masses Selected by Computer-Aided Diagnosis Schemes. ISBI Bin Zheng, Claudia Mello-Thoms, Xiao-Hui Wang, David Gur
2004	J	`jnl`	Diagnostic fidelity of the Z-buffer segmentation algorithm: preliminary assessment based on intracranial aneurysm detection. J. Biomed. Informatics Brian E. Chapman, Dennis L. Parker, Janet O. Stapelton, Jay S. Tsuruda, Claudia Mello-Thoms, Bronwin Hamilton, Gregory L. Katzman, Kevin Moore
2004	B	`conf`	Numerical simulations of spectral phase and spectral distance behavior as scalar descriptors of multispectral data. Image Processing Brian E. Chapman, Claudia Mello-Thoms
2003	J	`jnl`	The Perception of Breast Cancers: What Differentiates Missed from Reported Cancers. IEEE Trans. Medical Imaging Claudia Mello-Thoms, Stanley M. Dunn, Calvin F. Nodine
2002	Misc	`conf`	Image Misregistration and Lesion Signal-difference-to-noise Ratio Impact on Spectral Distance Images Formed from Multispectral Images. AMIA Brian E. Chapman, Claudia Mello-Thoms
2002	B	`conf`	What attracts the eye to the location of missed and reported breast cancers? ETRA Claudia Mello-Thoms, Calvin F. Nodine, Harold L. Kundel
2001	J	`jnl`	An analysis of perceptual errors in reading mammograms using quasi-local spatial frequency spectra. J. Digit. Imaging Claudia Mello-Thoms, Stanley M. Dunn, Calvin F. Nodine, Harold L. Kundel