AI Announcements

 

PUBLICATIONS

Elliott Range DD, Dov D, Kovalsky SZ, Henao R, Carin L, Cohen J. Application of a machine learning algorithm to predict malignancy in thyroid cytopathology. Cancer Cytopathol. 2020;128(4):287-295. doi:10.1002/cncy.22238

Barisoni L, Lafata KJ, Hewitt SM, Madabhushi A, Balis UGJ. Digital pathology and computational image analysis in nephropathology [published online ahead of print, 2020 Aug 26]. Nat Rev Nephrol. 2020;1-17. doi:10.1038/s41581-020-0321-6

Jayapandian, C. P., Chen, Y., Janowczyk, A. R., Palmer, M. B., Cassol, C. A., Sekulic, M., Hodgin, J. B., Zee, J., Hewitt, S. M., O'Toole, J., Toro, P., Sedor, J. R., Barisoni, L., & Madabhushi, A. (2020). Development and evaluation of deep learning-based segmentation of histologic structures in the kidney cortex with multiple histologic stains. Kidney international, S0085-2538(20)30962-5. Advance online publication. https://doi.org/10.1016/j.kint.2020.07.044

Farris, A. B., Moghe, I., Wu, S., Hogan, J., Cornell, L. D., Alexander, M. P., Kers, J., Demetris, A. J., Levenson, R. M., Tomaszewski, J., Barisoni, L., Yagi, Y., & Solez, K. (2020). Banff Digital Pathology Working Group: Going digital in transplant pathology. American Journal of Transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons, 20(9), 2392–2399. https://doi.org/10.1111/ajt.15850

 

NATIONAL SCIENTIFIC MEETING PLATFORM PRESENTATIONS

The Use of Artificial Intelligence in Diagnosing Acute Cellular Rejection in Cardiac Transplant Patients
Glass M, Davis R, Glass C. Platform presentation, United States and Canadian Academy of Pathology Annual Meeting, 2020; Los Angeles, CA.

The Use of Artificial Intelligence (AI) Machine Learning for Diagnosing Myocyte Damage in Acute Cellular Rejection in Cardiac Transplant Patients
Glass C, Davis R, Dov D, Glass M.  Platform presentation,  International Society of Heart and Lung Transplantation Annual Meeting, 2020; Montreal, Canada.

A Deep-Learning Approach to Kidney Donor Biopsy Frozen Sections
Davis R, Li X, Souma N, Wang Z, Xu Y, Sotolongo G, Bell J, Ellis M, Howell D, Shen X, Lafata K, Barisoni L.  Platform presentation, American Society of Nephrology Kidney Week, 2020.

 

NATIONAL SCIENTIFIC MEETING POSTER PRESENTATIONS

Detecting Acute Cellular Rejection in Lung Transplant Biopsies by Artificial Intelligence: A Novel Deep Learning Approach
Davis H, Glass C, Glass M, Pavlisko E.  Poster presentation, International Society of Heart and Lung Transplantation Annual Meeting, 2020; Montreal, Canada.

Detecting Cardiac Transplant Antibody Mediated Rejection by Artificial Intelligence: A Novel Deep Learning Approach
Davis R, Carney J, DiBernardo L, Pavlisko E, Glass M, Glass C.  Moderated Poster presentation, United States and Canadian Academy of Pathology Annual Meetin,g 2020; Los Angeles, CA.

A Deep Learning Approach to Analysis of KidneyTransplant Frozen Sections
Davis R, Lafata K, Li X, Souma N, Wang Z, Howell D, Shen X, Barisoni L. Poster presentation, United States and Canadian Academy of Pathology Annual Meeting 2020; Los Angeles, CA.

Validation of a Computer Aided Quality Assessment of Whole Slide Images for Deep Learning applications
Yijiang Chen, Andrew Janowczyk, Jarcy Zee, Matthew Palmer, David Howell, David Thomas, Alton B Farris III, Jeffrey Hodgin, Clarissa Cassol, Kathryn Perkinson, Catherine Jayapandian, S. Hewitt, L. Barisoni, A. Madabhushi; Platform Presentation, American Society of Nephrology Kidney Week, 2019; Washington DC.

 

GRANTS

9/20-8/21  Digital Pathology with a Compact Intelligent Microscope. Carolyn Glass M.D., Ph.D (Pathology), Roarke Horstmeyster (Biomedical Engineering). Duke Coulter Translational Partnership Grant

 

AWARDS AND OTHER ANNOUNCEMENTS

Barisoni: Nephcure Foundation – Smokler Gift – Computational image analysis of kidney biopsies

Barisoni/Howell: Duke Voucher Program Award  - Image analysis in transplant pathology