Uncertainty-Informed Deep Learning Models Enable High-Confidence Predictions for Digital Histopathology

Authors: Dolezal, James M, Srisuwananukorn, Andrew, Karpeyev, Dmitry, Ramesh, Siddhi, Kochanny, Sara, Cody, Brittany, Mansfield, Aaron, Rakshit, Sagar, Bansa, Radhika, Bois, Melanie, Bungum, Aaron O, Schulte, Jefree J, Vokes, Everett E, Garassino, Marina Chiara, Husain, Aliya N, Pearson, Alexander T

Subject Terms: Quantitative Biology - Quantitative Methods, Computer Science - Computer Vision and Pattern Recognition, Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2204.04516

Preservation of Circumferential and Radial Left Ventricular Function as a Mitigating Mechanism for Impaired Longitudinal Strain in Early Cardiac Amyloidosis

Authors: Slivnick, Jeremy A., Singulane, Cristiane, Sun, Deyu, Eshun, Derek, Narang, Akhil, Mazzone, Steven, Addetia, Karima, Patel, Amit R., Zareba, Karolina M., Smart, Suzanne, Kwon, Jung Woo, Husain, Aliya, Cody, Brittany, Scheetz, Seth, Asch, Federico M., Goyal, Akash, Sarswat, Nitasha, Mor-Avi, Victor, Lang, Roberto M.

Source: In Journal of the American Society of Echocardiography December 2023 36(12):1290-1301

Updated Imaging Classification of Hypersensitivity Pneumonitis

Authors: Chelala, Lydia, Adegunsoye, Ayodeji, Cody, Brittany A., Husain, Aliya N., Chung, Jonathan H.

Source: In Radiologic Clinics of North America November 2022 60(6):901-913

Mesothelioma in situ of the peritoneum: report of three cases and review of the literature.

Authors: Symes, Emily, Tjota, Melissa, Cody, Brittany, Kindler, Hedy, Mitchell, Owen, Witmer, Hunter, Turaga, Kiran, Mueller, Jeffrey, Krausz, Thomas, Husain, Aliya N., Li, Huihua

Source: Histopathology; Feb2024, Vol. 84 Issue 3, p492-506, 15p

Subject Terms: MESOTHELIOMA, PERITONEUM, NUCLEOTIDE sequencing, PLEURA

The use of bilateral orthotopic lung transplantation in the management of acute severe drug-induced interstitial lung disease: A case report

Authors: Afflu, Derek K., Cody, Brittany A., Lendermon, Elizabeth, Sanchez, Pablo G.

Source: In JHLT Open August 2024 5

Uncertainty-informed deep learning models enable high-confidence predictions for digital histopathology.

Authors: Dolezal, James M., Srisuwananukorn, Andrew, Karpeyev, Dmitry, Ramesh, Siddhi, Kochanny, Sara, Cody, Brittany, Mansfield, Aaron S., Rakshit, Sagar, Bansal, Radhika, Bois, Melanie C., Bungum, Aaron O., Schulte, Jefree J., Vokes, Everett E., Garassino, Marina Chiara, Husain, Aliya N., Pearson, Alexander T.

Source: Nature Communications; 11/2/2022, Vol. 13 Issue 1, p1-14, 14p

Subject Terms: DEEP learning, SQUAMOUS cell carcinoma, HISTOPATHOLOGY, THRESHOLDING algorithms, FORECASTING, LUNG cancer

Biphenotypic sinonasal sarcoma: Report of 3 cases with a review of literature

Authors: Sethi, Shenon, Cody, Brittany, Farhat, Nada A., Pool, Mark D., Katabi, Nora

Source: In Human Pathology: Case Reports June 2021 24

Enlarging verrucous plaque in a Guatemalan male

Authors: Ibrahim, Sarah A., Wallis, Luke S., Cody, Brittany, Cavanaugh, Kevin P.

Source: In JAAD Case Reports May 2021 11:146-147

Atypical granular cell tumor developing within a tattoo

Authors: Brunsgaard, Elise K., Wallis, Luke, Cody, Brittany, Cavanaugh, Kevin

Source: In JAAD Case Reports June 2020 6(6):546-548