Radiology imaging scans for early diagnosis of kidney tumors: a review of data analytics-based machine learning and deep learning approaches

M Gharaibeh, D Alzu'bi, M Abdullah, I Hmeidi… - Big Data and Cognitive …, 2022 - mdpi.com
Plenty of disease types exist in world communities that can be explained by humans'
lifestyles or the economic, social, genetic, and other factors of the country of residence …

Recent advances in machine learning applied to ultrasound imaging

M Micucci, A Iula - Electronics, 2022 - mdpi.com
Machine learning (ML) methods are pervading an increasing number of fields of application
because of their capacity to effectively solve a wide variety of challenging problems. The …

Improving the segmentation accuracy of ovarian-tumor ultrasound images using image inpainting

L Chen, C Qiao, M Wu, L Cai, C Yin, M Yang, X Sang… - Bioengineering, 2023 - mdpi.com
Diagnostic results can be radically influenced by the quality of 2D ovarian-tumor ultrasound
images. However, clinically processed 2D ovarian-tumor ultrasound images contain many …

Kidney stone detection using deep learning and transfer learning

D Vishmitha, K Yoshika, P Sivalakshmi… - 2022 4th …, 2022 - ieeexplore.ieee.org
Researchers are now interested in the invention and improvement of diagnostic instruments
for medical diagnosis. One of the technologies utilized in medical inspection and diagnosis …

MUVF-YOLOX: A Multi-modal Ultrasound Video Fusion Network for Renal Tumor Diagnosis

J Li, H Huang, D Ni, W Xue, D Zhu, J Cheng - International Conference on …, 2023 - Springer
Early diagnosis of renal cancer can greatly improve the survival rate of patients. Contrast-
enhanced ultrasound (CEUS) is a cost-effective and non-invasive imaging technique and …

Deep Learning Technique to Detect and Diagnose the Anomalous in Kidney

VS Sri, GRJ Lakshmi - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Several diseases that have had a impact on our society is kidney abnormalities, which rank
as such ninth highest prevalent malignancy both in men and women globally. Premature KT …

Ultrasound Kidney Images with IKNN-Dependent FPGA Abnormality Classification

R Vinoth, R Sasireka - Journal of Circuits, Systems and Computers, 2023 - World Scientific
Ultrasound imaging is commonly used to diagnose internal anomalies. Imaging for
abnormality detection is a challenging process in today's world. Even though there is an …

[PDF][PDF] Frequency domain analysis of U-Net segmented ultrasound images

H Steenbock - 2023 - ourspace.uregina.ca
During prostate cancer brachytherapy, catheters are inserted into a patient's prostate for a
highly localized radiation treatment. Accurately placed catheters are critical for successful …

Aprendizado Profundo para Detecção de Cálculos Renais em Imagens de Tomografia Computadorizada

CCS Almondes, VKF Sousa… - Revista de Sistemas e …, 2022 - revistas.unifacs.br
A calcificação renal é uma doença comumente observada e geralmente é detectada por
urologistas utilizando imagens de tomografia computadorizada (TC), e o número de …

[PDF][PDF] MOL2NET'22, Conference on Molecular, Biomedical & Computational Sciences and Engineering

S Naeem, A Ali, S Anam, M Zubair - sciforum.net
Nephrolithiasis, commonly known as kidney stone disease, is a disorder in which the
deposition of certain minerals causes a stone to develop in the urinary tract. Urolithiasis is …