[HTML][HTML] CNN-hyperparameter optimization for diabetic maculopathy diagnosis in optical coherence tomography and fundus retinography

G Atteia, N Abdel Samee, ESM El-Kenawy, A Ibrahim - Mathematics, 2022 - mdpi.com
Diabetic Maculopathy (DM) is considered the most common cause of permanent visual
impairment in diabetic patients. The absence of clear pathological symptoms of DM hinders …

[HTML][HTML] BO-ALLCNN: Bayesian-based optimized CNN for acute lymphoblastic leukemia detection in microscopic blood smear images

G Atteia, AA Alhussan, NA Samee - Sensors, 2022 - mdpi.com
Acute lymphoblastic leukemia (ALL) is a deadly cancer characterized by aberrant
accumulation of immature lymphocytes in the blood or bone marrow. Effective treatment of …

[HTML][HTML] A hybrid deep transfer learning of CNN-based LR-PCA for breast lesion diagnosis via medical breast mammograms

NA Samee, AA Alhussan, VF Ghoneim, G Atteia… - Sensors, 2022 - mdpi.com
One of the most promising research areas in the healthcare industry and the scientific
community is focusing on the AI-based applications for real medical challenges such as the …

[HTML][HTML] Clinical decision support framework for segmentation and classification of brain tumor MRIs using a U-Net and DCNN cascaded learning algorithm

NA Samee, T Ahmad, NF Mahmoud, G Atteia… - Healthcare, 2022 - mdpi.com
Brain tumors (BTs) are an uncommon but fatal kind of cancer. Therefore, the development of
computer-aided diagnosis (CAD) systems for classifying brain tumors in magnetic …

[HTML][HTML] Detection and classification of histopathological breast images using a fusion of CNN frameworks

A Rafiq, A Chursin, W Awad Alrefaei… - Diagnostics, 2023 - mdpi.com
Breast cancer is responsible for the deaths of thousands of women each year. The diagnosis
of breast cancer (BC) frequently makes the use of several imaging techniques. On the other …

The Importance of Gold's Effect on Investment and Predicting the World Gold Price Using the ARIMA and ARIMA-GARCH Model

T Bunnag - Ekonomikalia Journal of Economics, 2024 - heca-analitika.com
This paper studies the importance of gold's effect on investment and the fact that gold is
often seen as a safe-haven asset during economic uncertainty. When inflation rates rise …

[HTML][HTML] Identifying Stock Prices Using an Advanced Hybrid ARIMA-Based Model: A Case of Games Catalogs

YS Chen, CL Chou, YJ Lee, SF Chen, WJ Hsiao - Axioms, 2022 - mdpi.com
At the beginning of 2020, the COVID-19 pandemic struck the world, affecting the pace of life
and the economic behavioral patterns of people around the world, with an impact exceeding …

Evaluation and prediction of polyolefin price development.

M VOCHOZKA, L NEUSCHLOVÁ… - Acta Montanistica …, 2023 - search.ebscohost.com
Over the past three years, many unprecedented events have happened which have
significantly influenced the whole world. This paper deals with several topical issues, such …

Gold Price Prediction Using Skewness and Kurtosis Based Generalized Auto-regressive Conditional Heteroskedasticity Approach with Long Short Term Memory …

S Nallamothu, K Rajyalakshmi, P Arumugam - Journal of The Institution of …, 2024 - Springer
Mining companies, investors, financial institutions and related firms require a precise
prediction approach for investigating the fluctuations in the gold prices, and taking the …

Exploring the Predictive Power of Machine Learning Algorithms on Daily Gold Prices

S Elhishi, Z Rabea, S El-Metwally - The Impact of AI Innovation on …, 2023 - igi-global.com
Gold, a highly valued and significant investment asset, is subject to various influences
including global economic conditions and geopolitical events. Recent advancements in …