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 …
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
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 …
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 …
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
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 …
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 …
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
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 …
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 …
population and occasionally leading to life-threatening outcomes. The timely identification of …
Automatic generation of medical imaging reports based on fine grained finding labels
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 …
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 …
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 …
system from Chest X-Ray images, highlights the significance of automated tools in …