Thomas E. Tavolara

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 12

Top Topics

Frontal Face Images

Chest Radiographs

Top Venues

Medical Imaging: Digital Pathology

Medical Imaging: Computer-Aided Diagnosis

Medical Image Anal.

Publications

Steven N. Hart, Thomas E. Tavolara
Measuring What Matters: Intrinsic Distance Preservation as a Robust Metric for Embedding Quality. CoRR (2024)
Ziyu Su, Sandhya Kumar, Thomas E. Tavolara, Metin N. Gurcan, Scott Segal, M. Khalid Khan Niazi
Predicting obstructive sleep apnea severity from craniofacial images using ensemble machine learning models. Medical Imaging: Computer-Aided Diagnosis (2023)
Ziyu Su, Thomas E. Tavolara, Gabriel Carreno-Galeano, Sang Jin Lee, Metin N. Gurcan, M. Khalid Khan Niazi
Attention2majority: Weak multiple instance learning for regenerative kidney grading on whole slide images. Medical Image Anal. 79 (2022)
Thomas E. Tavolara, Adam M. Jorgensen, Metin N. Gurcan, Sean V. Murphy, M. Khalid Khan Niazi
Panoptic segmentation of wounds in a pig model. Medical Imaging: Computer-Aided Diagnosis (2021)
Thomas E. Tavolara, M. Khalid Khan Niazi, Gillian Beamer, Metin N. Gurcan
Identifying lung imaging biomarkers of BCG vaccination after infection with Mycobacterium tuberculosis. Medical Imaging: Digital Pathology (2021)
Thomas E. Tavolara, Metin N. Gurcan, Scott Segal, M. Khalid Khan Niazi
Identification of difficult to intubate patients from frontal face images using an ensemble of deep learning models. Comput. Biol. Medicine 136 (2021)
Thomas E. Tavolara, Gabriel Carreno-Galeano, Metin N. Gurcan, Sang Jin Lee, M. Khalid Khan Niazi
Grading and localization of histological features for bioengineered kidney constructs. Medical Imaging: Digital Pathology (2021)
Thomas E. Tavolara, Muhammad Khalid Khan Niazi, Gillian Beamer, Metin N. Gurcan
Segmentation of mycobacterium tuberculosis bacilli clusters from acid-fast stained lung biopsies: a deep learning approach. Medical Imaging: Digital Pathology (2020)
Thomas E. Tavolara, Muhammad Khalid Khan Niazi, Wei Chen, Wendy L. Frankel, Metin N. Gurcan
Colorectal tumor identification by transferring knowledge from pan-cytokeratin to H&E. Medical Imaging: Digital Pathology (2019)
Muhammad Khalid Khan Niazi, Thomas E. Tavolara, Çaglar Senaras, Gary Tozbikian, Douglas J. Hartman, Vidya Arole, Liron Pantanowitz, Metin N. Gurcan
Generalization of tumor identification algorithms. Medical Imaging: Digital Pathology (2019)
M. Khalid Khan Niazi, Thomas E. Tavolara, Vidya Arole, Anil V. Parwani, Cheryl Lee, Metin N. Gurcan
Automated T1 bladder risk stratification based on depth of lamina propria invasion from H and E tissue biopsies: a deep learning approach. Medical Imaging: Digital Pathology (2018)
Yifu Ding, Thomas E. Tavolara, Keith Cheng
Automated detection of retinal cell nuclei in 3D micro-CT images of zebrafish using support vector machine classification. Medical Imaging: Digital Pathology (2016)