A Novel CNN-Based CAD System for Early Assessment of Transplanted Kidney Dysfunction

[1]  Fatma Taher,et al.  Computer-Aided Diagnostic System for Early Detection of Acute Renal Transplant Rejection Using Diffusion-Weighted MRI , 2019, IEEE Transactions on Biomedical Engineering.

[2]  S. Joshua Swamidass,et al.  Deep Learning Global Glomerulosclerosis in Transplant Kidney Frozen Sections , 2018, bioRxiv.

[3]  Long Jiang Zhang,et al.  Functional Evaluation of Transplanted Kidneys with Reduced Field-of-View Diffusion-Weighted Imaging at 3T , 2018, Korean journal of radiology.

[4]  Priyamvada Singh,et al.  Association of Pathological Fibrosis With Renal Survival Using Deep Neural Networks , 2018, Kidney international reports.

[5]  Lipo Wang,et al.  Deep Learning Applications in Medical Image Analysis , 2018, IEEE Access.

[6]  Germain Forestier,et al.  Detection of glomeruli in renal pathology by mutual comparison of multiple staining modalities , 2017, Proceedings of the 10th International Symposium on Image and Signal Processing and Analysis.

[7]  Gloria Bueno,et al.  Glomerulus Classification with Convolutional Neural Networks , 2017, MIUA.

[8]  Michael Ith,et al.  Selection for biopsy of kidney transplant patients by diffusion-weighted MRI , 2017, European Radiology.

[9]  A. El-Baz,et al.  Towards non-invasive diagnostic techniques for early detection of acute renal transplant rejection: A review , 2017 .

[10]  Chao Lu,et al.  Retrospective study , 2016, Medicine.

[11]  Frank Wacker,et al.  Diffusion‐Weighted imaging and diffusion tensor imaging detect delayed graft function and correlate with allograft fibrosis in patients early after kidney transplantation , 2016, Journal of magnetic resonance imaging : JMRI.

[12]  F. Wacker,et al.  Multiparametric Functional Magnetic Resonance Imaging for Assessment of Renal Allograft Pathophysiology in Mice , 2015 .

[13]  Yi Su,et al.  A Deep Learning Approach for Tumor Tissue Image Classification , 2016, BioMed.

[14]  Guigang Zhang,et al.  Deep Learning , 2016, Int. J. Semantic Comput..

[15]  Tao Ren,et al.  Assessment of renal allograft function early after transplantation with isotropic resolution diffusion tensor imaging , 2016, European Radiology.

[16]  Geoffrey E. Hinton,et al.  Deep Learning , 2015, Nature.

[17]  Cher Heng Tan,et al.  Diffusion weighted magnetic resonance imaging and its recent trend-a survey. , 2015, Quantitative imaging in medicine and surgery.

[18]  Sergey Ioffe,et al.  Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift , 2015, ICML.

[19]  Byung Kwan Park,et al.  Assessment of early renal allograft dysfunction with blood oxygenation level-dependent MRI and diffusion-weighted imaging. , 2014, European journal of radiology.

[20]  Narayan Prasad,et al.  Assessment of allograft function using diffusion-weighted magnetic resonance imaging in kidney transplant patients. , 2014, Saudi journal of kidney diseases and transplantation : an official publication of the Saudi Center for Organ Transplantation, Saudi Arabia.

[21]  Guangyi Liu,et al.  Detection of renal allograft rejection using blood oxygen level-dependent and diffusion weighted magnetic resonance imaging: a retrospective study , 2014, BMC Nephrology.

[22]  Zbigniew Serafin,et al.  Diffusion-weighted MR imaging of transplanted kidneys: Preliminary report , 2014, Polish journal of radiology.

[23]  Asif Sharfuddin,et al.  Renal relevant radiology: imaging in kidney transplantation. , 2014, Clinical journal of the American Society of Nephrology : CJASN.

[24]  Nitish Srivastava,et al.  Dropout: a simple way to prevent neural networks from overfitting , 2014, J. Mach. Learn. Res..

[25]  Ayman El-Baz,et al.  Dynamic Contrast-Enhanced MRI-Based Early Detection of Acute Renal Transplant Rejection , 2013, IEEE Transactions on Medical Imaging.

[26]  V. Muglia,et al.  Imaging in Kidney Transplantation , 2013 .

[27]  Geoffrey E. Hinton,et al.  ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.

[28]  Matthias Ziegler,et al.  Ultrasound renal resistive index is not an organ-specific predictor of allograft outcome. , 2012, Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association.

[29]  T. El-Diasty,et al.  Role of diffusion-weighted MRI in diagnosis of acute renal allograft dysfunction: a prospective preliminary study. , 2012, The British journal of radiology.

[30]  Kirsten L. Johansen,et al.  US Renal Data System 2011 Annual Data Report , 2012 .

[31]  V. Gulani,et al.  Use of Diffusion Tensor MRI to Identify Early Changes in Diabetic Nephropathy , 2011, American Journal of Nephrology.

[32]  H. Sayar,et al.  Chronic myeloid leukemia within a year of kidney transplant with elevated alkaline phosphatase correlated with imatinib therapy. , 2011, Experimental and clinical transplantation : official journal of the Middle East Society for Organ Transplantation.

[33]  F. De Keyzer,et al.  Diffusion-weighted MR imaging of native and transplanted kidneys. , 2011, Radiology.

[34]  Ulrich Mödder,et al.  Statistical evaluation of diffusion‐weighted imaging of the human kidney , 2010, Magnetic resonance in medicine.

[35]  Yongyi Yang,et al.  Machine Learning in Medical Imaging , 2010, IEEE Signal Processing Magazine.

[36]  Brian B. Avants,et al.  N4ITK: Improved N3 Bias Correction , 2010, IEEE Transactions on Medical Imaging.

[37]  Jing-jing Xu,et al.  [Value of diffusion-weighted MR imaging in diagnosis of acute rejection after renal transplantation]. , 2010, Zhejiang da xue xue bao. Yi xue ban = Journal of Zhejiang University. Medical sciences.

[38]  Henry Rusinek,et al.  Variability of renal apparent diffusion coefficients: limitations of the monoexponential model for diffusion quantification. , 2010, Radiology.

[39]  M. Bakkaloğlu,et al.  Utility of the Doppler ultrasound parameter, resistive index, in renal transplant histopathology. , 2008, Transplantation proceedings.

[40]  A. Webster,et al.  Monoclonal and Polyclonal Antibody Therapy for Treating Acute Rejection in Kidney Transplant Recipients: A Systematic Review of Randomized Trial Data , 2006, Transplantation.

[41]  W Greg Miller,et al.  Recommendations for improving serum creatinine measurement: a report from the Laboratory Working Group of the National Kidney Disease Education Program. , 2006, Clinical chemistry.

[42]  M. Ries,et al.  Functional MRI of the kidney , 2003, Abdominal Imaging.

[43]  B. Kasiske,et al.  Silent acute rejection during prolonged delayed graft function reduces kidney allograft survival , 2002, Transplantation.

[44]  C. Sebastià,et al.  Helical CT in renal transplantation: normal findings and early and late complications. , 2001, Radiographics : a review publication of the Radiological Society of North America, Inc.

[45]  F. Epstein,et al.  Changes in intrarenal oxygenation as evaluated by BOLD MRI in a rat kidney model for radiocontrast nephropathy , 2001, Journal of magnetic resonance imaging : JMRI.

[46]  M. Chen,et al.  Complications of renal transplantation: evaluation with US and radionuclide imaging. , 2000, Radiographics : a review publication of the Radiological Society of North America, Inc.

[47]  J. Shapiro,et al.  Time course of response to pulse methylprednisolone therapy in renal transplant recipients with acute allograft rejection. , 1999, American journal of kidney diseases : the official journal of the National Kidney Foundation.

[48]  Yoshua Bengio,et al.  Gradient-based learning applied to document recognition , 1998, Proc. IEEE.

[49]  A. Daar,et al.  ORAL VERSUS INTRAVENOUS HIGH-DOSE STEROID TREATMENT OF RENAL ALLOGRAFT REJECTION The Big Shot or Not? , 1978, The Lancet.

[50]  R. C. Macridis.  A review , 1963 .

[51]  A. F. Adams,et al.  The Survey , 2021, Dyslexia in Higher Education.

[52]  M. Sherman,et al.  A Preliminary Report , 1953 .