Machine learning augmented interpretation of chest X-rays: a systematic review

HK Ahmad, MR Milne, QD Buchlak, N Ektas… - Diagnostics, 2023 - mdpi.com
Limitations of the chest X-ray (CXR) have resulted in attempts to create machine learning
systems to assist clinicians and improve interpretation accuracy. An understanding of the …

A review on detection of pneumonia in chest X-ray images using neural networks

DJ Alapat, MV Menon, S Ashok - Journal of biomedical …, 2022 - pmc.ncbi.nlm.nih.gov
The health organisation has suffered from the lack of diagnosis support systems and
physicians in India. Further, the physicians are struggling to treat many patients, and the …

Leveraging human expert image annotations to improve pneumonia differentiation through human knowledge distillation

D Schaudt, R von Schwerin, A Hafner, P Riedel… - Scientific Reports, 2023 - nature.com
In medical imaging, deep learning models can be a critical tool to shorten time-to-diagnosis
and support specialized medical staff in clinical decision making. The successful training of …

[HTML][HTML] Artificial intelligence algorithms based on data-driven and knowledge-guided models

J Zhe, Z Yin, W Fei, Z Wenwu, P Yunhe - 电子与信息学报, 2023 - jeit.ac.cn
Nowadays, artificial intelligence is in the era of big data-driven manner. Machine learning
algorithms with deep neural networks as the mainstream have achieved great development …

[HTML][HTML] 数据驱动与知识引导结合下人工智能算法模型

金哲, 张引, 吴飞, 朱文武, 潘云鹤 - 电子与信息学报, 2023 - jeit.ac.cn
当前人工智能的学**模式主要以数据驱动为主要手段, 以深度神经网络为主流的机器学**算法
取得了显著进展. 但是这种数据驱动的人工智能手段依然面临数据获取成本高, 可解释性弱 …

Artificial intelligence algorithms based on data-driven and knowledge-guided models

Z JIN, Y ZHANG, F WU, W ZHU, Y PAN - 电子与信息学报, 2023 - jeit.ac.cn
Nowadays, artificial intelligence is in the era of big data-driven manner. Machine learning
algorithms with deep neural networks as the mainstream have achieved great development …

Automated detection of pneumonia using pre-trained convolutional neural networks in x-ray images

N Habeeb, R Thomas… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
Pneumonia stands as a potentially lethal ailment, predominantly impacting the elderly
population and occasionally leading to life-threatening outcomes. The timely identification of …

Automatic generation of medical imaging reports based on fine grained finding labels

T Syeda-Mahmood, CL Wong, JT Wu, Y Gur… - US Patent …, 2022 - Google Patents
Mechanisms are provided to implement an automated medi cal imaging report generator
which receives an input medi cal image and inputs the input medical image into a machine …

Understanding clinical decision-making at an advanced level.

W Nie - Journal of General Practice Nursing (GPN), 2024 - search.ebscohost.com
This article critically analyses the process of clinical decision-making (CDM) and associated
theories that contribute to safe clinical judgement, allowing trainee advanced clinical …

Pneumonia Detection and Lung Disease Assessment from Chest X-rays: Develo** A Diagnostic Support System

CA Jayawardena, N Wedasingha, N Kolambage… - 2025 - rda.sliit.lk
This research, dedicated to develo** an accurate and efficient pneumonia detection
system from Chest X-Ray images, highlights the significance of automated tools in …