[HTML][HTML] A review of Explainable Artificial Intelligence in healthcare

Z Sadeghi, R Alizadehsani, MA CIFCI, S Kausar… - Computers and …, 2024 - Elsevier
Abstract Explainable Artificial Intelligence (XAI) encompasses the strategies and
methodologies used in constructing AI systems that enable end-users to comprehend and …

AESPNet: attention enhanced stacked parallel network to improve automatic diabetic foot ulcer identification

SK Das, S Namasudra, A Kumar… - Image and Vision …, 2023 - Elsevier
Abstract Diabetic Foot Ulcer (DFU) is a severe complication of diabetes, and it may cause
lower limb amputation. However, the manual diagnosis of DFU is a complicated and …

Role of zoning in facial expression using deep learning

T Shahzad, K Iqbal, MA Khan, N Iqbal - IEEE Access, 2023 - ieeexplore.ieee.org
Facial expression is an unspoken message essential to collaboration and effective
discourse. An inner emotional state of a human is expressed using facial expressions and is …

[HTML][HTML] Explainable feature extraction and prediction framework for 3d image recognition applied to pneumonia detection

E Pintelas, IE Livieris, P Pintelas - Electronics, 2023 - mdpi.com
Explainable machine learning is an emerging new domain fundamental for trustworthy real-
world applications. A lack of trust and understanding are the main drawbacks of deep …

MLCNN‐COV: A multilabel convolutional neural network‐based framework to identify negative COVID medicine responses from the chemical three‐dimensional …

P Das, DH Mazumder - ETRI Journal, 2024 - Wiley Online Library
To treat the novel COronaVIrus Disease (COVID), comparatively fewer medicines have been
approved. Due to the global pandemic status of COVID, several medicines are being …

An efficient multi-modal facial gesture-based ensemble classification and reaction to sound framework for large video sequences

ST Chopparapu, JB Seventline - Engineering, Technology & Applied …, 2023 - etasr.com
Abstract Machine learning-based feature extraction and classification models play a vital
role in evaluating and detecting patterns in multivariate facial expressions. Most …

[HTML][HTML] Detection of human emotions through facial expressions using hybrid convolutional neural network-recurrent neural network algorithm

HV Manalu, AP Rifai - Intelligent Systems with Applications, 2024 - Elsevier
Cognitive science plays a pivotal role in deciphering human behavior by understanding and
interpreting emotions prevalent in everyday life. These emotions manifest through various …

The dynamic-static dual-branch deep neural network for urban speeding hotspot identification using street view image data

W Guo, S Jin, Y Li, Y Jiang - Accident Analysis & Prevention, 2024 - Elsevier
The visual information regarding the road environment can influence drivers' perception and
judgment, often resulting in frequent speeding incidents. Identifying speeding hotspots in …

[HTML][HTML] Building an efficient convolution neural network from scratch: A case study on detecting and localizing slums

T El Moudden, M Amnai - Scientific African, 2023 - Elsevier
Designing a convolution neural network from scratch is one of the biggest challenges facing
the creation of reproducible models. Despite feeding the model with an adequate amount of …

[HTML][HTML] Comprehensive comparison of modified deep convolutional neural networks for automated detection of external and middle ear conditions

K Akyol - Neural Computing and Applications, 2024 - Springer
Otitis media disease, a frequent childhood ailment, could have severe repercussions,
including mortality. This disease induces permanent hearing loss, commonly seen in …