Amy C. Dwyer

University of Louisville — United States

Medicine · Health Sciences

20h-index1.4kcitations44works4.02yr avg
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Research Topics

MRI in cancer diagnosis(19), Central Venous Catheters and Hemodialysis(12), Fetal and Pediatric Neurological Disorders(12), Vascular Procedures and Complications(11), Dialysis and Renal Disease Management(9)

Publications44 total

A New Non-invasive AI-Based Diagnostic System for Automated Diagnosis of Acute Renal Rejection in Kidney Transplantation: Analysis of ADC Maps Extracted from Matched 3D Iso-Regions of the Transplanted Kidney
Lecture notes in computer science·2024· 4 cited
Role of AI and Radiomic Markers in Early Diagnosis of Renal Cancer and Clinical Outcome Prediction: A Brief Review
Cancers·2023· 17 citedOpen Access
Prospective, randomized, multicenter clinical study comparing a self-expanding covered stent to percutaneous transluminal angioplasty for treatment of upper extremity hemodialysis arteriovenous fistula stenosis
Kidney International·2023· 29 citedOpen Access
PICC line management among patients with chronic kidney disease
The Journal of Vascular Access·2021· 17 cited
Early Classification of Renal Rejection Types: A Deep Learning Approach
2021· 3 cited
The role of stents in hemodialysis vascular access
The Journal of Vascular Access·2021· 16 citedOpen Access
Early identification of acute rejection for renal allografts: a machine learning approach
Elsevier eBooks·2021· 1 cited
Accurate identification of renal transplant rejection: convolutional neural networks and diffusion MRI
Elsevier eBooks·2021· 1 cited
List of Contributors
Elsevier eBooks·2021
A Deep Learning-Based Cad System For Renal Allograft Assessment: Diffusion, Bold, And Clinical Biomarkers
2020· 7 citedOpen Access
New Directions in Ensuring Catheter Safety
Advances in Chronic Kidney Disease·2020· 7 cited
A multimodal computer‐aided diagnostic system for precise identification of renal allograft rejection: Preliminary results
Medical Physics·2020· 21 citedOpen Access
Towards Big Data in Acute Renal Rejection
2019· 2 cited
Early Assessment of Renal Transplants Using BOLD-MRI: Promising Results
2019· 9 citedOpen Access
A Novel CNN-Based CAD System for Early Assessment of Transplanted Kidney Dysfunction
Scientific Reports·2019· 70 citedOpen Access
Early Assessment of Acute Renal Rejection Post-transplantation: A Combined Imaging and Clinical Biomarkers Protocol
2018· 5 cited
Clinical and Regulatory Considerations for Central Venous Catheters for Hemodialysis
Clinical Journal of the American Society of Nephrology·2018· 31 citedOpen Access
A Novel CAD System for Detecting Acute Rejection of Renal Allografts Based on Integrating Imaging-markers and Laboratory Biomarkers
2018· 8 cited
Role of Integrating Diffusion Mr Image-Markers with Clinical-Biomarkers For Early Assessment of Renal Transplants
2018· 6 cited
A New 3D CNN-based CAD System for Early Detection of Acute Renal Transplant Rejection
2018· 10 cited
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Frequent Co-authors

Ayman El‐Baz(24), Mohamed Abou El‐Ghar(21), Mohamed Shehata(18), Mohammed Ghazal(15), Fahmi Khalifa(12), Robert Keynton(10), Ahmed Soliman(9), Ahmed Shalaby(8), Ali Mahmoud(7), Rosemary Ouseph(6), Maryam El‐Baz(6), Ashraf Khalil(6), Ashraf Bakr(6), Moumen El-Melegy(6), Georgy Gimel’farb(5), Hisham Abdeltawab(4), Fatma Taher(4), Michael E. Brier(4), Shams Shaker(4), Hassan Hajjdiab(3)