Computer-aided diagnosis using embedded ensemble deep learning for multiclass drug-resistant tuberculosis classification

K Sethanan, R Pitakaso, T Srichok, S Khonjun… - Frontiers in …, 2023 - frontiersin.org
… a pretrained ResNet50 convolutional neural network (CNN). … graph model, and support vector
machines (SVMs), respectively, … function of a 3D CNN architecture with an SVM. All entries …

A global method to identify trees outside of closed-canopy forests with medium-resolution satellite imagery

J Brandt, F Stolle - International Journal of Remote Sensing, 2021 - Taylor & Francis
… We present a multi-temporal CNN model that performs … hectare landscapes in different
biomes in Tanzania, Ghana, and … and the support vector machine baseline models use the mean …

[HTML][HTML] Application of deep learning and machine learning models to improve healthcare in sub-Saharan Africa: Emerging opportunities, trends and implications

E Mbunge, J Batani - Telematics and Informatics Reports, 2023 - Elsevier
… without English translations were excluded from the study. … neural networks (CNN), support
vector machines (SVM) and … by [58] applied deep learning models such as LSTM, CNN, …

Examination of lemon bruising using different CNN-based classifiers and local spectral-spatial hyperspectral imaging

R Pourdarbani, S Sabzi, M Dehghankar, MH Rohban… - Algorithms, 2023 - mdpi.com
… A least squares support vector machine (LS-SVM) based model was developed to compute
the distribution of spatial bruising. The overall classification accuracy for 30 min, 2 h, 6 h, and …

Gesture recognition system based on cross-domain CSI extracted from Wi-Fi devices combined with the 3D CNN

I Bulugu - Signal, Image and Video Processing, 2023 - Springer
… a roaming model to translate signal features between … 6, one can see cross-scene gesture
recognition, the SVM … -scene recognition reduced by 8% compared to the proposed method. …

AI-based disease category prediction model using symptoms from low-resource Ethiopian language: Afaan Oromo text

EF Dinsa, M Das, TU Abebe - Scientific Reports, 2024 - nature.com
… countries like Kenya, Djibouti, Tanzania, and Somalia, which … rating websites using baseline
machine learning and the CNN-… data into the SVM model and analyzed its performance. …

Artificial intelligence techniques to predict the airway disorders illness: a systematic review

A Koul, RK Bawa, Y Kumar - Archives of Computational Methods in …, 2023 - Springer
comparative analysis, the goal or objective of their study has … To achieve expert-level
automatic interpretation of regular … pre-trained CNN models with SVM (support vector machine) …

Towards Leveraging AI Deep Learning Technology as a means to Smart Farming In Developing Countries: A case of Zambia

BCK Kunda, J Phiri - … of International Conference for ICT (ICICT …, 2023 - ictjournal.icict.org.zm
… confirmed using images of … SVM and CNN were analyzed and compared with R-CNN to
determine the most accurate model for plant disease prediction. It was concluded that the R-CNN

Diagnosis of cervical cancer and pre-cancerous lesions by artificial intelligence: a systematic review

L Allahqoli, AS Laganà, A Mazidimoradi, H Salehiniya… - Diagnostics, 2022 - mdpi.com
… In Kruczkowski et al.’s study, the time needed to train for the Naïve Bayes and CNN … and
susceptible to human interpretation and error [81,169]. The use of computer technologies may …

Reconstructing the photoacoustic image with high quality using the deep neural network model

A Gopalan, O Vignesh, R Anusuya… - Contrast Media & …, 2023 - Wiley Online Library
… The PS-CNN approach fared better than any other option, according to comprehensive
comparison studies. As a result, the PS-CNN model is a valuable tool for classifying cancer using