Deep Learning Identifies Pathological Abnormalities Predictive of Graft Loss in Kidney Transplant Biopsies

被引：0

作者：

Yi, Zhengzi ^{[1
]}

Salem, Fadi E. ^{[1
]}

Menon, Madhav C. ^{[1
,2
]}

Xi, Caixia ^{[1
]}

Hultin, Sebastian O. ^{[3
]}

Al Rasheed, Mohamed Rizwan Haroon ^{[1
]}

Li, Li ^{[1
]}

Sun, Zeguo ^{[1
]}

Wei, Chengguo ^{[1
]}

Huang, Weiqing ^{[1
]}

Fredericks, Samuel ^{[1
]}

Banu, Khadija ^{[1
,2
]}

Wong, Germaine ^{[3
]}

Farouk, Samira S. ^{[1
]}

Cravedi, Paolo ^{[1
]}

Shingde, Meena ^{[3
]}

O'Connell, Philip J. ^{[3
]}

Colvin, Robert B. ^{[4
]}

Murphy, Barbara T. ^{[1
]}

Zhang, Weijia ^{[1
]}

机构：

[1] Icahn Sch Med Mt Sinai, New York, NY USA

[2] Yale Univ, Sch Med, New Haven, CT USA

[3] Univ Sydney, Sydney, NSW, Australia

[4] Massachusetts Gen Hosp, Boston, MA USA

来源：

JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY | 2021年 / 32卷 / 10期

关键词：

D O I：

暂无

中图分类号：

R5 [内科学]; R69 [泌尿科学（泌尿生殖系疾病）];

学科分类号：

1002 ; 100201 ;

摘要：

PO2227

引用

页码：681 / 681

页数：1

共 50 条

[1] Deep learning identified pathological abnormalities predictive of graft loss in kidney transplant biopsies
Yi, Zhengzi
Salem, Fadi
Menon, Madhav C.
Keung, Karen
Xi, Caixia
Hultin, Sebastian
Al Rasheed, M. Rizwan Haroon
Li, Li
Su, Fei
Sun, Zeguo
Wei, Chengguo
Huang, Weiqing
Fredericks, Samuel
Lin, Qisheng
Banu, Khadija
Wong, Germaine
Rogers, Natasha M.
Farouk, Samira
Cravedi, Paolo
Shingde, Meena
Smith, R. Neal
Rosales, Ivy A.
O'Connell, Philip J.
Colvin, Robert B.
Murphy, Barbara
Zhang, Weijia
KIDNEY INTERNATIONAL, 2022, 101 (02) : 288 - 298
[2] Deep Learning Identifies Arterial Intimal Fibrosis in Kidney Transplant Biopsies.
Liu, K.
Yi, Z.
Ward, S.
Salem, F.
Zhang, W.
AMERICAN JOURNAL OF TRANSPLANTATION, 2022, 22 : 1132 - 1133
[3] A molecular classifier for predicting future graft loss in late kidney transplant biopsies
Einecke, Gunilla
Reeve, Jeff
Sis, Banu
Mengel, Michael
Hidalgo, Luis
Famulski, Konrad S.
Matas, Arthur
Kasiske, Bert
Kaplan, Bruce
Halloran, Philip F.
JOURNAL OF CLINICAL INVESTIGATION, 2010, 120 (06): : 1862 - 1872
[4] A Deep Learning Model Can Identify Rejection in Transplant Kidney Biopsies
Lituiev, Dmytro
Cha, Sung Jik
Sohn, Jae Ho
Hadley, Dexter
Laszik, G. Zoltan
LABORATORY INVESTIGATION, 2020, 100 (SUPPL 1) : 1472 - 1472
[5] A Deep Learning Model Can Identify Rejection in Transplant Kidney Biopsies
Lituiev, Dmytro
Cha, Sung Jik
Sohn, Jae Ho
Hadley, Dexter
Laszik, G. Zoltan
MODERN PATHOLOGY, 2020, 33 (SUPPL 2) : 1472 - 1472
[6] Deep learning-based segmentation of peritubular capillaries in kidney transplant biopsies
Van Midden, D.
Studer, L.
Hermsen, M.
Kozakowski, N.
Kers, J.
Hilbrands, L.
van der Laak, J.
VIRCHOWS ARCHIV, 2024, 485 : S37 - S38
[7] The Major Molecular Predictor of Graft Loss in Kidney Transplant Biopsies Is the Injury Response, Not Inflammation.
Einecke, G.
Reeve, J.
Bunnag, S.
Sis, B.
Famulski, K. S.
Mengel, M.
Halloran, Philip
AMERICAN JOURNAL OF TRANSPLANTATION, 2009, 9 : 251 - 251
[8] Deep-Learning Based Pathological Assessment of Frozen Procurement Kidney Biopsies.
Yi, Z.
Xi, C.
Menon, M.
Cravedi, P.
Murphy, B.
Ward, S.
Salem, F.
Zhang, W.
AMERICAN JOURNAL OF TRANSPLANTATION, 2022, 22 : 503 - 503
[9] A large-scale retrospective study enabled deep-learning based pathological assessment of frozen procurement kidney biopsies to predict graft loss and guide organ utilization
Yi, Zhengzi
Xi, Caixia
Menon, Madhav C.
Cravedi, Paolo
Tedla, Fasika
Soto, Alan
Sun, Zeguo
Liu, Keyu
Zhang, Jason
Wei, Chengguo
Chen, Man
Wang, Wenlin
Veremis, Brandon
Garcia-barros, Monica
Kumar, Abhishek
Haakinson, Danielle
Brody, Rachel
Azeloglu, Evren U.
Gallon, Lorenzo
O'Connell, Philip
Naesens, Maarten
Shapiro, Ron
Colvin, Robert B.
Ward, Stephen
Salem, Fadi
Zhang, Weijia
KIDNEY INTERNATIONAL, 2024, 105 (02) : 281 - 292
[10] Deep learning-based histopathologic segmentation of peritubular capillaries in kidney transplant biopsies
van Midden, D.
Hermsen, M.
Steenbergen, E.
Hilbrands, L.
van der Laak, J.
VIRCHOWS ARCHIV, 2022, 481 (SUPPL 1) : S22 - S22

← 1 2 3 4 5 →