Thomas E. Tavolara

20 papers Journal 3Unranked 17

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	IHCScoreGAN: An unsupervised generative adversarial network for end-to-end ki67 scoring for clinical breast cancer diagnosis. MIDL Carl Molnar, Thomas E. Tavolara, Christopher A. Garcia, David S. McClintock, Mark D. Zarella, Wenchao Han
2024	J	`jnl`	Measuring What Matters: Intrinsic Distance Preservation as a Robust Metric for Embedding Quality. CoRR Steven N. Hart, Thomas E. Tavolara
2023	—	`conf`	Background detection affects downstream classification of Camelyon16 whole slide images. Digital and Computational Pathology Thomas E. Tavolara, M. Khalid Khan Niazi, Metin N. Gurcan
2023	—	`conf`	Deep learning to predict the proportion of positive cells in CMYC-stained tissue microarrays of diffuse large B-cell lymphoma. Digital and Computational Pathology Thomas E. Tavolara, M. Khalid Khan Niazi, David Jaye, Christopher Flowers, Lee Cooper, Metin N. Gurcan
2023	—	`conf`	Minimizing the intra-pathologist disagreement for tumor bud detection on H&E images using weakly supervised learning. Digital and Computational Pathology Thomas E. Tavolara, Wei Chen, Wendy L. Frankel, Metin N. Gurcan, M. Khalid Khan Niazi
2023	—	`conf`	Predicting obstructive sleep apnea severity from craniofacial images using ensemble machine learning models. Computer-Aided Diagnosis Ziyu Su, Sandhya Kumar, Thomas E. Tavolara, Metin N. Gurcan, Scott Segal, M. Khalid Khan Niazi
2023	—	`conf`	Simple patch-wise transformations serve as a mechanism for slide-level augmentation for multiple instance learning applications. Digital and Computational Pathology Thomas E. Tavolara, M. Khalid Khan Niazi, Metin N. Gurcan
2023	—	`conf`	The effects of sparsity induction methods on attention-based multiple instance learning applied to Camelyon16. Digital and Computational Pathology Thomas E. Tavolara, Metin N. Gurcan, M. Khalid Khan Niazi
2022	J	`jnl`	Attention2majority: Weak multiple instance learning for regenerative kidney grading on whole slide images. Medical Image Anal. Ziyu Su, Thomas E. Tavolara, Gabriel Carreno-Galeano, Sang Jin Lee, Metin N. Gurcan, M. Khalid Khan Niazi
2022	—	`conf`	Automatic generation of the ground truth for tumor budding using H&E stained slides. Digital and Computational Pathology Thomas E. Tavolara, Arijit Dutta, Martin V. Burks, Wei Chen, Wendy L. Frankel, Metin N. Gurcan, M. Khalid Khan Niazi
2022	—	`conf`	Predicting HER2 scores from registered HER2 and H&E images. Digital and Computational Pathology Thomas E. Tavolara, M. Khalid Khan Niazi, Gary Tozbikian, Robert Wesolowski, Metin N. Gurcan
2021	—	`conf`	Grading and localization of histological features for bioengineered kidney constructs. Digital Pathology Thomas E. Tavolara, Gabriel Carreno-Galeano, Metin N. Gurcan, Sang Jin Lee, M. Khalid Khan Niazi
2021	J	`jnl`	Identification of difficult to intubate patients from frontal face images using an ensemble of deep learning models. Comput. Biol. Medicine Thomas E. Tavolara, Metin N. Gurcan, Scott Segal, M. Khalid Khan Niazi
2021	—	`conf`	Identifying lung imaging biomarkers of BCG vaccination after infection with Mycobacterium tuberculosis. Digital Pathology Thomas E. Tavolara, M. Khalid Khan Niazi, Gillian Beamer, Metin N. Gurcan
2021	—	`conf`	Panoptic segmentation of wounds in a pig model. Computer-Aided Diagnosis Thomas E. Tavolara, Adam M. Jorgensen, Metin N. Gurcan, Sean V. Murphy, M. Khalid Khan Niazi
2020	—	`conf`	Segmentation of mycobacterium tuberculosis bacilli clusters from acid-fast stained lung biopsies: a deep learning approach. Digital Pathology Thomas E. Tavolara, Muhammad Khalid Khan Niazi, Gillian Beamer, Metin N. Gurcan
2019	—	`conf`	Colorectal tumor identification by transferring knowledge from pan-cytokeratin to H&E. Digital Pathology Thomas E. Tavolara, Muhammad Khalid Khan Niazi, Wei Chen, Wendy L. Frankel, Metin N. Gurcan
2019	—	`conf`	Generalization of tumor identification algorithms. Digital Pathology Muhammad Khalid Khan Niazi, Thomas E. Tavolara, Çaglar Senaras, Gary Tozbikian, Douglas J. Hartman, Vidya Arole, Liron Pantanowitz, Metin N. Gurcan
2018	—	`conf`	Automated T1 bladder risk stratification based on depth of lamina propria invasion from H and E tissue biopsies: a deep learning approach. Digital Pathology M. Khalid Khan Niazi, Thomas E. Tavolara, Vidya Arole, Anil V. Parwani, Cheryl Lee, Metin N. Gurcan
2016	—	`conf`	Automated detection of retinal cell nuclei in 3D micro-CT images of zebrafish using support vector machine classification. Digital Pathology Yifu Ding, Thomas E. Tavolara, Keith Cheng