Kidney segmentation in renal magnetic resonance imaging-current status and prospects

FG Zöllner, M Kociński, L Hansen, AK Golla… - IEEE …, 2021 - ieeexplore.ieee.org
Magnetic resonance imaging has achieved an increasingly important role in the clinical
work-up of renal diseases such chronic kidney disease (CKD). A large panel of parameters …

Artificial intelligence in adrenal imaging: a critical review of current applications

M Barat, M Gaillard, AS Cottereau, EK Fishman… - Diagnostic and …, 2023 - Elsevier
In the elective field of adrenal imaging, artificial intelligence (AI) can be used for adrenal
lesion detection, characterization, hypersecreting syndrome management and patient follow …

Machine learning for adrenal gland segmentation and classification of normal and adrenal masses at CT

C Robinson-Weiss, J Patel, BC Bizzo, DI Glazer… - Radiology, 2022 - pubs.rsna.org
Background Adrenal masses are common, but radiology reporting and recommendations for
management can be variable. Purpose To create a machine learning algorithm to segment …

A combined encoder–transformer–decoder network for volumetric segmentation of adrenal tumors

L Wang, M Ye, Y Lu, Q Qiu, Z Niu, H Shi… - BioMedical Engineering …, 2023 - Springer
Background The morphology of the adrenal tumor and the clinical statistics of the adrenal
tumor area are two crucial diagnostic and differential diagnostic features, indicating precise …

The Role of Artificial Intelligence in Automated Data Analysis of the Kidney

AV Gregory, TL Kline - Advanced Clinical MRI of the Kidney: Methods and …, 2023 - Springer
Algorithms in the area of artificial intelligence (AI) show promising performance in many
fields, and radiology is no exception. In recent years, AI algorithms have begun to be …

Adrenal Tumor Segmentation on U-Net: A Study About Effect of Different Parameters in Deep Learning.

A Solak, R Ceylan, MA Bozkurt… - Vietnam Journal of …, 2024 - search.ebscohost.com
Adrenal lesions refer to abnormalities or growths that occur in the adrenal glands, which are
located on top of each kidney. These lesions can be benign or malignant and can affect the …

Adrenal tumor characterization on magnetic resonance images

M Barstugan, R Ceylan, S Asoglu… - … Journal of Imaging …, 2020 - Wiley Online Library
Adrenal tumors occur on adrenal glands and are generally detected on abdominal area
scans. Adrenal tumors, which are incidentally detected, release vital hormones. These types …

Adrenal lesion classification with abdomen caps and the effect of ROI size

A Solak, R Ceylan, MA Bozkurt, H Cebeci… - Physical and Engineering …, 2023 - Springer
Accurate classification of adrenal lesions on magnetic resonance (MR) images are very
important for diagnosis and treatment planning. The detection and classification of lesions in …

Improving Segmentation Pipelines for Medical Imaging using Deep Learning

JB Patel - 2023 - dspace.mit.edu
One of the most important steps in the clinical workflow is the segmentation of medical
imaging, which can be used for a variety of clinical decision-making tasks such as disease …

Tıbbi görüntü işlemede kapsül ağlar

A Solak - 2023 - gcris.ktun.edu.tr
Bu doktora tezi, farklı görüntüleme yöntemlerinden elde edilen tıbbi görüntülerin otomatik
sınıflandırılması ve segmentasyonu için Bilgisayar Destekli Tanı (BDT) sistemlerinin …