Deep learning identified pathological abnormalities predictive of graft loss in kidney transplant biopsies

Automated Computational Detection of Interstitial Fibrosis, Tubular Atrophy, and Glomerulosclerosis

(2021) Brandon Ginley et al.   JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY

Kidney Transplant Rejection Clusters and Graft Outcomes: Revisiting Banff in the Era of “Big Data”

(2021) George Vasquez-Rios et al.   JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY

Predicting donor, recipient and graft survival in living donor kidney transplantation to inform pretransplant counselling: the donor and recipient linked iPREDICTLIVING tool – a retrospective study

(2020) Maria C. Haller et al.   TRANSPLANT INTERNATIONAL

Development and evaluation of deep learning-based segmentation of histologic structures in the kidney cortex with multiple histologic stains.

(2020) Catherine P. Jayapandian et al.   KIDNEY INTERNATIONAL

A Deep Learning Instance Segmentation Approach for Global Glomerulosclerosis Assessment in Donor Kidney Biopsies

(2020) Nicola Altini et al.   Electronics

Pathology Image Analysis Using Segmentation Deep Learning Algorithms

(2019) Shidan Wang et al.   AMERICAN JOURNAL OF PATHOLOGY

Deep Learning–Based Histopathologic Assessment of Kidney Tissue

(2019) Meyke Hermsen et al.   JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY

Computational Segmentation and Classification of Diabetic Glomerulosclerosis

(2019) Brandon Ginley et al.   JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY

Deep Learning Global Glomerulosclerosis in Transplant Kidney Frozen Sections

(2018) Jon N. Marsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Region-Based Convolutional Neural Nets for Localization of Glomeruli in Trichrome-Stained Whole Kidney Sections

(2018) John D. Bukowy et al.   JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY

Analysis of Biomarkers Within the Initial 2 Years Posttransplant and 5-Year Kidney Transplant Outcomes

(2018) Geovani Faddoul et al.   TRANSPLANTATION

Progression of Interstitial Fibrosis during the First Year after Deceased Donor Kidney Transplantation among Patients with and without Delayed Graft Function

(2016) R. L. Heilman et al.   Clinical Journal of the American Society of Nephrology

Relationship between eGFR Decline and Hard Outcomes after Kidney Transplants

(2016) P. A. Clayton et al.   JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY

Biopsy transcriptome expression profiling to identify kidney transplants at risk of chronic injury: a multicentre, prospective study

(2016) Philip J O'Connell et al.   LANCET

Zero-Time Renal Transplant Biopsies

(2016) Maarten Naesens   TRANSPLANTATION

The Donor Kidney Biopsy and Its Implications in Predicting Graft Outcomes: A Systematic Review

(2015) C. J. Wang et al.   AMERICAN JOURNAL OF TRANSPLANTATION

The Predictive Value of Kidney Allograft Baseline Biopsies for Long-Term Graft Survival

(2013) K. De Vusser et al.   JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY

Estimating and comparing time-dependent areas under receiver operating characteristic curves for censored event times with competing risks

(2013) Paul Blanche et al.   STATISTICS IN MEDICINE

A Single-Center Cohort Study to Define the Role of Pretransplant Biopsy Score in the Long-term Outcome of Kidney Transplantation

(2013) Vincenzo Losappio et al.   TRANSPLANTATION

Pre-Implant Biopsy Predicts Outcome of Single-Kidney Transplantation Independent of Clinical Donor Variables

(2013) Johannes Hofer et al.   TRANSPLANTATION

Peritransplant kidney biopsies: comparison of pathologic interpretations and practice patterns of organ procurement organizations

(2012) Pooja Singh et al.   CLINICAL TRANSPLANTATION

Donor risk score and baseline biopsy CADI value predict kidney graft outcome

(2011) Jaanus Kahu et al.   CLINICAL TRANSPLANTATION

A Simple Tool to Predict Outcomes After Kidney Transplant

(2010) Bertram L. Kasiske et al.   AMERICAN JOURNAL OF KIDNEY DISEASES

Variability of Creatinine Measurements in Clinical Laboratories: Results from the CRIC Study

(2010) Marshall Joffe et al.   AMERICAN JOURNAL OF NEPHROLOGY

A Risk Prediction Model for Delayed Graft Function in the Current Era of Deceased Donor Renal Transplantation

(2010) W. D. Irish et al.   AMERICAN JOURNAL OF TRANSPLANTATION

Significance of Preimplantation Analysis of Kidney Biopsies From Expanded Criteria Donors in Long-Term Outcome

(2010) María Dolores Navarro et al.   TRANSPLANTATION

A Comprehensive Risk Quantification Score for Deceased Donor Kidneys: The Kidney Donor Risk Index

(2009) Panduranga S. Rao et al.   TRANSPLANTATION

Banff 07 Classification of Renal Allograft Pathology: Updates and Future Directions

(2008) K. Solez et al.   AMERICAN JOURNAL OF TRANSPLANTATION