CodCAM: A new ensemble visual explanation for classification of medical thermal images

Medical thermograms’ classification using deep transfer learning models and methods

(2022) Ahmet Haydar Ornek et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Deep Learning Models for Passive Sonar Signal Classification of Military Data

(2022) Júlio de Castro Vargas Fernandes et al.   Remote Sensing

Explainable artificial intelligence (XAI) in deep learning-based medical image analysis

(2022) Bas H.M. van der Velden et al.   MEDICAL IMAGE ANALYSIS

Spectral-spatial classification for non-invasive health status detection of neonates using hyperspectral imaging and deep convolutional neural networks

(2022) Mucahit Cihan et al.   SPECTROSCOPY LETTERS

Multisensor and Multiresolution Remote Sensing Image Classification through a Causal Hierarchical Markov Framework and Decision Tree Ensembles

(2021) Martina Pastorino et al.   Remote Sensing

Automation in Agriculture by Machine and Deep Learning Techniques: A Review of Recent Developments

(2021) Muhammad Hammad Saleem et al.   PRECISION AGRICULTURE

Convolutional Neural Networks-Based Approach to Detect Neonatal Respiratory System Anomalies with Limited Thermal Image

(2021) Saim Ervural et al.   Traitement du Signal

Recognition of Bloom/Yield in Crop Images Using Deep Learning Models for Smart Agriculture: A Review

(2021) Bini Darwin et al.   Agronomy-Basel

Using ontologies to enhance human understandability of global post-hoc explanations of black-box models

(2021) Roberto Confalonieri et al.   ARTIFICIAL INTELLIGENCE

Deep Learning in the Industrial Internet of Things: Potentials, Challenges, and Emerging Applications

(2021) Ruhul Amin Khalil et al.   IEEE Internet of Things Journal

Role of machine learning and deep learning in securing 5G-driven industrial IoT applications

(2021) Parjanay Sharma et al.   Ad Hoc Networks

Data augmentation for deep learning based semantic segmentation and crop-weed classification in agricultural robotics

(2021) Daobilige Su et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Perturbation-based methods for explaining deep neural networks: A survey

(2021) Maksims Ivanovs et al.   PATTERN RECOGNITION LETTERS

Thermogram classification using deep siamese network for neonatal disease detection with limited data

(2021) Saim Ervural et al.   Quantitative InfraRed Thermography Journal

Deep Learning Based Super Resolution and Classification Applications for Neonatal Thermal Images

(2021) Fatih M. Senalp et al.   Traitement du Signal

Explainable Artificial Intelligence (XAI): Classification of Medical Thermal Images of Neonates Using Class Activation Maps

(2021) Ahmet H. Ornek et al.   Traitement du Signal

Deep learning for diagnosis and classification of faults in industrial rotating machinery

(2020) Roberto M. Souza et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Weakly supervised lesion localization for age-related macular degeneration detection using optical coherence tomography images

(2019) Hyun-Lim Yang et al.   PLoS One

Health Status Detection of Neonates using Infrared Thermography and Deep Convolutional Neural Networks

(2019) Ahmet Haydar Ornek et al.   INFRARED PHYSICS & TECHNOLOGY

Evaluation of the confusion matrix method in the validation of an automated system for measuring feeding behaviour of cattle

(2018) Salla Ruuska et al.   BEHAVIOURAL PROCESSES

Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic Retinopathy

(2018) Rory Sayres et al.   OPHTHALMOLOGY

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Intelligent neonatal monitoring based on a virtual thermal sensor

(2014) Abbas K Abbas et al.   BMC MEDICAL IMAGING

Neonatal infrared thermography imaging: Analysis of heat flux during different clinical scenarios

(2012) Abbas K. Abbas et al.   INFRARED PHYSICS & TECHNOLOGY

A Completed Modeling of Local Binary Pattern Operator for Texture Classification

(2010) Zhenhua Guo et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Effectiveness of a noninvasive digital infrared thermal imaging system in the detection of breast cancer

(2008) Nimmi Arora et al.   AMERICAN JOURNAL OF SURGERY