A hybrid deep learning approach for detection and segmentation of ovarian tumours
In recent days, artificial intelligence (AI) is gaining worldwide popularity in several industries
among which healthcare is an important sector. AI is being used in healthcare to reduce …
among which healthcare is an important sector. AI is being used in healthcare to reduce …
[PDF][PDF] Performance Analysis of Segmentation and Classification of CT-Scanned Ovarian Tumours Using U-Net and Deep Convolutional Neural Networks. Diagnostics …
A Kodipalli, SL Fernandes, V Gururaj… - doi. org/10.3390 …, 2023 - academia.edu
Difficulty in detecting tumours in early stages is the major cause of mortalities in patients,
despite the advancements in treatment and research regarding ovarian cancer. Deep …
despite the advancements in treatment and research regarding ovarian cancer. Deep …
An inception‐ResNet deep learning approach to classify tumours in the ovary as benign and malignant
A Kodipalli, S Guha, S Dasar, T Ismail - Expert Systems, 2022 - Wiley Online Library
The classification of tumours into benign and malignant continues to date to be a very
relevant and significant research topic in the cancer research domain. With the advent of …
relevant and significant research topic in the cancer research domain. With the advent of …
[Retracted] Automatic Detection and Segmentation of Ovarian Cancer Using a Multitask Model in Pelvic CT Images
X Wang, H Li, P Zheng - Oxidative Medicine And Cellular …, 2022 - Wiley Online Library
Ovarian cancer is one of the most common malignant tumours of female reproductive organs
in the world. The pelvic CT scan is a common examination method used for the screening of …
in the world. The pelvic CT scan is a common examination method used for the screening of …
Ovarian Tumors Detection and Classification on Ultrasound Images Using One-stage Convolutional Neural Networks
Currently, the advent of CNN (Convolutional Neural Network) has brought very convincing
results to computer vision problems. One-stage CNNs are a suitable choice for research and …
results to computer vision problems. One-stage CNNs are a suitable choice for research and …
Performance Analysis of Segmentation and Classification of CT-Scanned Ovarian Tumours Using U-Net and Deep Convolutional Neural Networks
A Kodipalli, SL Fernandes, V Gururaj… - Diagnostics, 2023 - mdpi.com
Difficulty in detecting tumours in early stages is the major cause of mortalities in patients,
despite the advancements in treatment and research regarding ovarian cancer. Deep …
despite the advancements in treatment and research regarding ovarian cancer. Deep …
Automatic classification of ovarian cancer types from cytological images using deep convolutional neural networks
M Wu, C Yan, H Liu, Q Liu - Bioscience reports, 2018 - portlandpress.com
Ovarian cancer is one of the most common gynecologic malignancies. Accurate
classification of ovarian cancer types (serous carcinoma, mucous carcinoma, endometrioid …
classification of ovarian cancer types (serous carcinoma, mucous carcinoma, endometrioid …
An improved YOLOv3 model for detecting location information of ovarian cancer from CT images
X Wang, H Li, L Wang, Y Yu, H Zhou… - Intelligent Data …, 2021 - content.iospress.com
Ovarian cancer is a malignant tumor that poses a serious threat to women's lives. Computer-
aided diagnosis (CAD) systems can classify the type of ovarian tumors, but few of them can …
aided diagnosis (CAD) systems can classify the type of ovarian tumors, but few of them can …
TLOD: Innovative ovarian tumor detection for accurate multiclass classification and clinical application
MJ Sundari, NC Brintha - Network Modeling Analysis in Health Informatics …, 2024 - Springer
Ovarian tumors pose a major threat to women's health, mostly remaining undetected until
they reach advanced stages, resulting in complex treatment and decreased survival rates …
they reach advanced stages, resulting in complex treatment and decreased survival rates …
[PDF][PDF] Ovarian Tumors Detection and Classification from Ultrasound Images Based on YOLOv8
Ovarian cancer is the 7th most common malignant tumor and the 8th leading cause of death
in women. Therefore, ovarian cancer detection early and on the image data as ultrasound …
in women. Therefore, ovarian cancer detection early and on the image data as ultrasound …