Deep learning for pneumothorax diagnosis: a systematic review and meta-analysis

T Sugibayashi, SL Walston… - European …, 2023 - Eur Respiratory Soc
Background Deep learning (DL), a subset of artificial intelligence (AI), has been applied to
pneumothorax diagnosis to aid physician diagnosis, but no meta-analysis has been …

Fastai: a layered API for deep learning

J Howard, S Gugger - Information, 2020 - mdpi.com
fastai is a deep learning library which provides practitioners with high-level components that
can quickly and easily provide state-of-the-art results in standard deep learning domains …

Deep learning-based decision-tree classifier for COVID-19 diagnosis from chest X-ray imaging

SH Yoo, H Geng, TL Chiu, SK Yu, DC Cho… - Frontiers in …, 2020 - frontiersin.org
The global pandemic of coronavirus disease 2019 (COVID-19) has resulted in an increased
demand for testing, diagnosis, and treatment. Reverse transcription polymerase chain …

Deep learning based chest x-ray image as a diagnostic tool for covid-19

T Padma, CU Kumari - 2020 international conference on smart …, 2020 - ieeexplore.ieee.org
The COVID-19 pandemic has a rapid spread across the globe, which has deployed life
threatening complications ever since it started from China in December 2019. A quick …

Exploring gravitational-wave detection and parameter inference using deep learning methods

JD Álvares, JA Font, FF Freitas… - … and Quantum Gravity, 2021 - iopscience.iop.org
We explore machine learning methods to detect gravitational waves (GW) from binary black
hole (BBH) mergers using deep learning (DL) algorithms. The DL networks are trained with …

Convolutional Neural Networks and Regression Algorithms Supporting Buildings Facility Management

R Matos, H Rodrigues, A Costa, F Rodrigues - Buildings, 2023 - mdpi.com
Facility Management is a multi-disciplinary task in which coordination is key to attaining
success during the building life cycle and for which technology assumes an increasing role …

Artificial intelligence to evaluate diagnosed COVID-19 chest radiographs

B Takara, F Freitas, A Bacelar, R Lykawka… - Brazilian Journal of …, 2022 - bjrs.org.br
We present a Machine Learning algorithm based on Python which can be used to aid
COVID-19 diagnosis. This algorithm employs Convolutional Neural Networks (CNN) of …

Gravitational-wave parameter inference using Deep Learning

JD Álvares, JA Font, FF Freitas… - … on Content-Based …, 2021 - ieeexplore.ieee.org
We explore machine learning methods to detect gravitational waves (GW) from binary black
hole (BBH) mergers using deep learning (DL) algorithms. The DL networks are trained with …

[PDF][PDF] Applying Transformer-Based Deep Learning Model for Predicting Multimorbidity in Older Adults

J Yoon - 2023 - harvest.usask.ca
Disease predictive modelling supports decision-making for policymakers and healthcare
providers, and aids in managing health conditions for individuals. Recent advances in deep …

Investigating Students' Learning through Learner roles and Linguistic Expressions in Massive Open Online Courses

L Sivaneasharajah - 2022 - digital.library.adelaide.edu.au
In recent years, there has been increasing interest in online learning environments, notably
in Massive Open Online Courses (MOOCs). Due to such interest, predictions and education …