Keunggulan dan Tantangan dalam Penggunaan Computer Vision untuk Diagnosis Pneumonia Pediatri: A Systematic Review

HF Fadhilah, R Kurniawan - Jurnal Biostatistik, Kependudukan …, 2024 - scholarhub.ui.ac.id
Pneumonia pediatrik merupakan penyebab utama kematian anak-anak di bawah usia lima
tahun. Teknologi computer vision menawarkan potensi besar untuk meningkatkan diagnosis …

Ensemble of deep learning architectures with machine learning for pneumonia classification using chest X-rays

R Vyas, DR Khadatkar - Journal of Imaging Informatics in Medicine, 2024 - Springer
Pneumonia is a severe health concern, particularly for vulnerable groups, needing early and
correct classification for optimal treatment. This study addresses the use of deep learning …

Evaluating Deep Learning Models for Accurate Pneumonia Diagnosis from Chest X-Rays

V Narne, RK Ranagani, LSR Mandu… - … on Innovations in …, 2024 - ieeexplore.ieee.org
Pneumonia remains one of the most widespread and deadly chest-related diseases, posing
a major global health challenge. It significantly impacts health outcomes, especially within at …

Disease Prediction using Chest X-ray Images in Serverless Data pipeline Framework

V Singh, N Singh, M Adhikari - 2023 IEEE/ACM 23rd …, 2023 - ieeexplore.ieee.org
Serverless architecture is a rapidly emerging trend in the field of cloud computing that
promises increased flexibility, scalability, and cost-effectiveness compared to traditional …

[PDF][PDF] Results in Engineering

R Priyanka, G Gajendran, S Boulaaras, SS Tantawy - researchgate.net
Pneumonia remains a predominant cause of morbidity and mortality among children,
particularly in lowand middle-income countries, highlighting the urgent need for timely and …

Pneumonia Detection from Chest X-ray Plates using Attention-based CNN Architecture

M Dave, SK Sharma, A Majumdar - International Conference on …, 2024 - taylorfrancis.com
Detecting diseases from chest X-ray images has been a significant area of research,
particularly utilizing deep learning techniques. However, several existing models seem to …

[PDF][PDF] Disease Prediction Using Chest X-Ray Images In Serverless Datapipeline Application

V Singh, N Singh, M Adhikari - researchgate.net
The need for novel diagnostic techniques has increased several fold as new illnesses have
been emerging, making diagnosis more challenging. To address this issue, academic …