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2026
Lecture Notes in Computer Science
2026
Communications in Computer and Information Science
2025
Insights into AI-Driven malaria diagnosis: A systematic review with implications for Plasmodium knowlesi
Acta Tropica
2025
Lecture Notes in Computer Science
2025
Explainable AI for early malaria detection using stacked-LSTM and attention mechanisms
Informatics in Medicine Unlocked
2025
Development of a deep learning-based model to evaluate changes during radiotherapy using cervical cancer digital pathology
Journal of Radiation Research
2025
A Machine and Deep Learning-Based Approach for the Detection of Plasmodium vivax: Towards Improved Malaria Diagnosis
Journal of Pure and Applied Microbiology
2025
MDEU-Net: Medical Image Segmentation Network Based on Multi-Head Multi-Scale Cross-Axis
Sensors
2025
Transfer Learning-Based Detection of Pile Defects in Low-Strain Pile Integrity Testing
Applied Sciences
2025
2025 International Symposium on iNnovative Informatics of Biskra (ISNIB)
2025
Involution-based efficient autoencoder for denoising histopathological images with enhanced hybrid feature extraction
Computers in Biology and Medicine
2025
Artificial Intelligence in Infectious Disease Diagnostic Technologies
Diagnostics
2025
Optical light scattering to improve image classification via wavelength division multiplexing
Optics Communications
2025
Hybrid Capsule Network for precise and interpretable detection of malaria parasites in blood smear images
Frontiers in Cellular and Infection Microbiology
2025
Deep learning-based malaria parasite detection: convolutional neural networks model for accurate species identification of Plasmodium falciparum and Plasmodium vivax
Scientific Reports
2025
2025 International Conference on Knowledge Engineering and Communication Systems (ICKECS)
2025
Field Screening of Thin Blood Smears for Plasmodium falciparum Parasites Using the Coral TPU
Electronics
2025
Lecture Notes in Computer Science
2025
Optimization of matching networks with transfer learning in few-shot pneumonia detection
Discover Applied Sciences
2025
Empowering few-shot learning: a multimodal optimization framework
Neural Computing and Applications
2025
Embracing a Penta helix hub framework for co-creating sustaining and potentially disruptive sterilization innovation that enables artificial intelligence and sustainability: A scoping review
Science of The Total Environment
2025
Lecture Notes in Computer Science
2025
Lecture Notes in Computer Science
2025
Italian Statistical Society Series on Advances in Statistics
2025
Smart Innovation, Systems and Technologies
2025
Malaria parasite detection in Red Blood Cells with rouleaux formation morphology using YOLOv9
Tissue and Cell
2025
JointDiffusion: Joint representation learning for generative, predictive, and self-explainable AI in healthcare
Computerized Medical Imaging and Graphics
2025
2025 International Conference on Data Science and Business Systems (ICDSBS)
2025
2025 IEEE Medical Measurements & Applications (MeMeA)
2025
Optimized deep CNN with rotation-driven features for malaria parasite detection
Neural Computing and Applications
2025
Secure and anonymous model training using pixel-level encryption for privacy-preserving AI with obfuscation-based representation learning
Computers and Electrical Engineering
2025
Trials and tribulations: Developing an artificial intelligence for screening malaria parasite from peripheral blood smears
Medical Journal Armed Forces India
2025
Automated Scoring of Morphological Changes in Images of Pentaerythritol Tetranitrate
Propellants, Explosives, Pyrotechnics
2025
2025 International Conference on Communication, Computing, Networking, and Control in Cyber-Physical Systems (CCNCPS)
2025
An automated multi parameter neural architecture discovery framework using ChatGPT in the backend
Scientific Reports
2025
A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites in a realistic scenario
Computers in Biology and Medicine
2025
Improving Malaria diagnosis through interpretable customized CNNs architectures
Scientific Reports
2025
Synergizing Data Envelopment Analysis and Machine Learning for Performance Optimization in Healthcare
2025
Lecture Notes in Computer Science
2025
Health Information Science
2025
Morphology classification of malaria infected red blood cells using deep learning techniques
Biomedical Signal Processing and Control
2025
Generalized fractional optimization-based explainable lightweight CNN model for malaria disease classification
Computers in Biology and Medicine
2024
Automated Identification of Malaria-Infected Cells and Classification of Human Malaria Parasites Using a Two-Stage Deep Learning Technique
IEEE Access
2024
Malaria parasitic detection using a new Deep Boosted and Ensemble Learning framework
Complex & Intelligent Systems
2024
2024 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC)
2024
Automatic patient-level recognition of four Plasmodium species on thin blood smear by a real-time detection transformer (RT-DETR) object detection algorithm: a proof-of-concept and evaluation
Microbiology Spectrum
2024
2024 Second International Conference on Data Science and Information System (ICDSIS)
2024
From microscope to micropixels: A rapid review of artificial intelligence for the peripheral blood film
Blood Reviews
2024
Anais do XXI Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2024)
2024
Enhancing mosquito classification through self-supervised learning
Scientific Reports
2024
An optimised YOLOv4 deep learning model for efficient malarial cell detection in thin blood smear images
Parasites & Vectors
2024
MalariaScope: leveraging explainable ai for enhanced malaria diagnosis through deep learning-based blood cell classification
STUDIES IN ENGINEERING AND EXACT SCIENCES
2024
AI-powered microscopy image analysis for parasitology: integrating human expertise
Trends in Parasitology
2024
2024 2nd International Conference on Artificial Intelligence and Machine Learning Applications Theme: Healthcare and Internet of Things (AIMLA)
2024
Overcoming Dimensionality Constraints: A Gershgorin Circle Theorem-Based Feature Extraction for Weighted Laplacian Matrices in Computer Vision Applications
Journal of Imaging
2024
Lecture Notes in Networks and Systems
2024
2024 Fourth International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)
2024
IMIH: Imperceptible Medical Image Hiding for Secure Healthcare
IEEE Transactions on Dependable and Secure Computing
2024
Machine learning for predicting Plasmodium liver stage development in vitro using microscopy imaging
Computational and Structural Biotechnology Journal
2024
A lightweight deep learning architecture for malaria parasite-type classification and life cycle stage detection
Neural Computing and Applications
2024
DLRFNet: deep learning with random forest network for classification and detection of malaria parasite in blood smear
Multimedia Tools and Applications
2024
Microscopic parasite malaria classification using best feature selection based on generalized normal distribution optimization
PeerJ Computer Science
2024
A machine learning-based strategy to elucidate the identification of antibiotic resistance in bacteria
Frontiers in Antibiotics
2024
2024 2nd World Conference on Communication & Computing (WCONF)
2024
Malaria Cell Image Classification Using Compact Deep Learning Architectures on Jetson TX2
Technologies
2024
Automated Life Stage Classification of Malaria Using Deep Learning
EAI Endorsed Transactions on Pervasive Health and Technology
2024
Lecture Notes in Computer Science
2024
MozzieNet: A deep learning approach to efficiently detect malaria parasites in blood smear images
International Journal of Imaging Systems and Technology
2024
Multi-Level Attention Split Network: A Novel Malaria Cell Detection Algorithm
Information
2024
A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites
Biomedical Signal Processing and Control
2024
2024 IEEE Intelligent Vehicles Symposium (IV)
2024
2024 10th International Conference on Computing, Engineering and Design (ICCED)
2024
An Efficient Deep Learning Approach for Malaria Parasite Detection in Microscopic Images
Diagnostics
2024
Top-tuning: A study on transfer learning for an efficient alternative to fine tuning for image classification with fast kernel methods
Image and Vision Computing
2024
Detection of Female Anopheles Mosquito-Infected Cells: Exploring CNN, ReLU, and Sigmoid Activation Methods
EAI Endorsed Transactions on Pervasive Health and Technology
2024
Proceedings of the 3rd International Conference on Computing Advancements
2024
Embedded System‐Based Malaria Detection From Blood Smear Images Using Lightweight Deep Learning Model
International Journal of Imaging Systems and Technology
2024
2ND INTERNATIONAL INTERDISCIPLINARY SCIENTIFIC CONFERENCE ON GREEN ENERGY, ENVIRONMENTAL AND RENEWABLE ENERGY, ADVANCED MATERIALS, AND SUSTAINABLE DEVELOPMENT: ICGRMSD24
2024
Ensembling Object Detection Models for Robust and Reliable Malaria Parasite Detection in Thin Blood Smear Microscopic Images
IEEE Access
2024
Automatic classification and grading of canine tracheal collapse on thoracic radiographs by using deep learning
Veterinary Radiology & Ultrasound
2024
Lecture Notes in Computer Science
2024
Efficient deep learning-based approach for malaria detection using red blood cell smears
Scientific Reports
2024
A Novel Approach for Enhancing Malaria Detection Accuracy Through Deep Learning With C3TR and BiFPN Architectures
IEEE Sensors Letters
2024
Semi-supervised binary classification with latent distance learning
Advanced Engineering Informatics
2024
Deep Learning and Machine Learning for Malaria Detection: Overview, Challenges and Future Directions
International Journal of Information Technology & Decision Making
2024
Federated learning with blockchain-based model aggregation and incentives
International Journal of Computers and Applications
2024
Microbiology in the era of artificial intelligence: transforming medical and pharmaceutical microbiology
Biotechnology & Biotechnological Equipment
2024
2024 International Conference on Computing, Sciences and Communications (ICCSC)
2024
Chagas parasite classification in blood sample images using different machine learning architectures
Medical & Biological Engineering & Computing
2024
Automatic detection of Opisthorchis viverrini egg in stool examination using convolutional-based neural networks
PeerJ
2024
Lecture Notes in Networks and Systems
2024
A convolutional neural network to identify mosquito species (Diptera: Culicidae) of the genus Aedes by wing images
Scientific Reports
2024
Evrişimli Sinir Ağı (ESA) Mimarileri ile Hücre Görüntülerinden Sıtmanın Tespit Edilmesi
Çukurova Üniversitesi Mühendislik Fakültesi Dergisi
2024
Proceedings of the 2024 8th International Conference on Advances in Artificial Intelligence
2024
Computer-Aided Diagnosis Systems for Automatic Malaria Parasite Detection and Classification: A Systematic Review
Electronics
2024
2024 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv)
2024
BwMMV-pred: a novel ensemble learning approach using blood smear images for malaria prediction
Progress in Artificial Intelligence
2024
Lecture Notes in Computer Science
2024
2024 6th International Conference on Pattern Analysis and Intelligent Systems (PAIS)
2024
Uncovering the effects of model initialization on deep model generalization: A study with adult and pediatric chest X-ray images
PLOS Digital Health
2023
Intelligence artificielle et autres outils digitaux : apport à la microbiologie et aux maladies infectieuses
Médecine et Maladies Infectieuses Formation
2023
2023 Fifth International Conference on Electrical, Computer and Communication Technologies (ICECCT)
2023
Hemozoin in malaria eradication—from material science, technology to field test
NPG Asia Materials
2023
2023 IEEE Third International Conference on Signal, Control and Communication (SCC)
2023
TGMIL: A hybrid multi-instance learning model based on the Transformer and the Graph Attention Network for whole-slide images classification of renal cell carcinoma
Computer Methods and Programs in Biomedicine
2023
2023 10th International Conference on Dependable Systems and Their Applications (DSA)
2023
2023 International Conference on Artificial Intelligence for Innovations in Healthcare Industries (ICAIIHI)
2023
Modeling a Novel Hyper-Parameter Tuned Deep Learning Enabled Malaria Parasite Detection and Classification
Computers, Materials & Continua
2023
Evaluating deep transfer learning for whole-brain cognitive decoding
Journal of the Franklin Institute
2023
Lecture Notes in Computer Science
2023
Intelligent diagnostic model for malaria parasite detection and classification using imperative inception-based capsule neural networks
Scientific Reports
2023
Diagnosis of Malaria Using Double Hidden Layer Extreme Learning Machine Algorithm With CNN Feature Extraction and Parasite Inflator
IEEE Access
2023
Diagnosis of malaria disease by integrating chi-square feature selection algorithm with convolutional neural networks and autoencoder network
Transactions of the Institute of Measurement and Control
2023
2023 International Conference on Innovations in Intelligent Systems and Applications (INISTA)
2023
Evaluation of artificial intelligence techniques in disease diagnosis and prediction
Discover Artificial Intelligence
2023
YOLO-PAM: Parasite-Attention-Based Model for Efficient Malaria Detection
Journal of Imaging
2023
A Novel Deep Learning Approach to Malaria Disease Detection on Two Malaria Datasets
Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi
2023
Lecture Notes in Computational Vision and Biomechanics
2023
2023 5th International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA)
2023
2023 IEEE 8th International Conference on Recent Advances and Innovations in Engineering (ICRAIE)
2023
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
2023
2023 IEEE/CVF International Conference on Computer Vision (ICCV)
2023
A NEW COMPUTER-AIDED DIAGNOSIS OF PRECISE MALARIA PARASITE DETECTION IN MICROSCOPIC IMAGES USING A DECISION TREE MODEL WITH SELECTIVE OPTIMAL FEATURES
Biomedical Engineering: Applications, Basis and Communications
2023
Malaria parasites detection and identification using object detectors based on deep neural networks: a wide comparative analysis
Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization
2023
Medical image retrieval via nearest neighbor search on pre-trained image features
Knowledge-Based Systems
2023
Lecture Notes in Electrical Engineering
2023
Transfer Learning-Based Semi-Supervised Generative Adversarial Network for Malaria Classification
Computers, Materials & Continua
2023
AIDMAN: An AI-based object detection system for malaria diagnosis from smartphone thin-blood-smear images
Patterns
2023
Recognizing breast tumors based on mammograms combined with pre-trained neural networks
Multimedia Tools and Applications
2023
2023 14th International Conference on Information and Communication Technology Convergence (ICTC)
2023
An artificial intelligence model for malaria diagnosis
SCIENTIA SINICA Vitae
2023
Detectrozen ( Disease Detection )
International Journal of Scientific Research in Computer Science, Engineering and Information Technology
2023
Lecture Notes in Networks and Systems
2023
Classification of Red Blood Cell Abnormality in Thin Blood Smear Images using Convolutional Neural Networks
Journal of Physics: Conference Series
2023
Parasitology Research Monographs
2023
DIPNet: Driver intention prediction for a safe takeover transition in autonomous vehicles
IET Intelligent Transport Systems
2023
2023 First International Conference on the Advancements of Artificial Intelligence in African Context (AAIAC)
2023
A novel transfer learning-based model for diagnosing malaria from parasitized and uninfected red blood cell images
Decision Analytics Journal
2023
2023 26th International Conference on Computer and Information Technology (ICCIT)
2023
Deep learning applications in visual data for benign and malignant hematologic conditions: a systematic review and visual glossary
Haematologica
2023
2023 3rd International Conference on Advances in Computing, Communication, Embedded and Secure Systems (ACCESS)
2023
Clinical Decision Support System for Ophthalmologists for Eye Disease Classification
IETE Journal of Research
2023
Pepper bell leaf disease detection and classification using optimized convolutional neural network
Multimedia Tools and Applications
2023
Towards an adversarially robust convolutional neural network for automated diagnosis of malaria infection from microscopy images
Biomedical Signal Processing and Control
2023
Lecture Notes in Electrical Engineering
2023
Lecture Notes in Computer Science
2023
2023 IEEE International Conference on Electro Information Technology (eIT)
2023
2023 19th International Symposium on Medical Information Processing and Analysis (SIPAIM)
2023
An intelligent detection method for plasmodium based on self-supervised learning and attention mechanism
Frontiers in Medicine
2023
2023 7th International Conference On Computing, Communication, Control And Automation (ICCUBEA)
2023
Patient-level performance evaluation of a smartphone-based malaria diagnostic application
Malaria Journal
2023
2023 International Conference on Electrical, Computer and Communication Engineering (ECCE)
2023
2023 31st Signal Processing and Communications Applications Conference (SIU)
2023
Hybrid evolutionary network architecture search (HyENAS) for convolution class of deep neural networks with applications
Expert Systems
2023
Performance Analysis of EfficientNet Based Segmentation Models for Automatic Detection of Malaria Disease
Bilişim Teknolojileri Dergisi
2023
2023 International Workshop on Artificial Intelligence and Image Processing (IWAIIP)
2023
Investigating the Joint Amplitude and Phase Imaging of Stained Samples in Automatic Diagnosis
Sensors
2023
Lecture Notes in Networks and Systems
2023
2023 International Conference on New Frontiers in Communication, Automation, Management and Security (ICCAMS)
2023
2023 International Conference on Emerging Research in Computational Science (ICERCS)
2023
Recent progress in transformer-based medical image analysis
Computers in Biology and Medicine
2023
Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
2023
2023 International Conference on Inventive Computation Technologies (ICICT)
2023
SoutheastCon 2023
2023
2023 International Conference on Sustainable Computing and Smart Systems (ICSCSS)
2023
Algorithms for Intelligent Systems
2023
Malaria Disease Cell Classification With Highlighting Small Infected Regions
IEEE Access
2022
A dataset and benchmark for malaria life-cycle classification in thin blood smear images
Neural Computing and Applications
2022
Artificial Intelligence-Assisted RT-PCR Detection Model for Rapid and Reliable Diagnosis of COVID-19
Applied Sciences
2022
Barnacles Mating Optimizer with Deep Transfer Learning Enabled Biomedical Malaria Parasite Detection and Classification
Computational Intelligence and Neuroscience
2022
Lecture Notes in Networks and Systems
2022
MOSQUITO‐NET: A deep learning based CADx system for malaria diagnosis along with model interpretation using GradCam and class activation maps
Expert Systems
2022
A generalized deep learning-based framework for assistance to the human malaria diagnosis from microscopic images
Neural Computing and Applications
2022
Impact of quality, type and volume of data used by deep learning models in the analysis of medical images
Informatics in Medicine Unlocked
2022
A Deep Transfer Learning-Based Comparative Study for Detection of Malaria Disease
Sakarya University Journal of Computer and Information Sciences
2022
Lecture Notes on Data Engineering and Communications Technologies
2022
Intelligent Deep Transfer Learning Based Malaria Parasite Detection and Classification Model Using Biomedical Image
Computers, Materials & Continua
2022
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
2022
Proceedings of the 2022 International Conference on Management of Data
2022
A Bayesian sampling framework for asymmetric generalized Gaussian mixture models learning
Neural Computing and Applications
2022
Artificial Intelligence in Medicine
2022
International Conference on Cloud Computing, Performance Computing, and Deep Learning (CCPCDL 2022)
2022
Malaria cell image classification by explainable artificial intelligence
Health and Technology
2022
Machine Learning and Its Applications for Protozoal Pathogens and Protozoal Infectious Diseases
Frontiers in Cellular and Infection Microbiology
2022
Simultaneous phenotyping of five Rh red blood cell antigens on a paper-based analytical device combined with deep learning for rapid and accurate interpretation
Analytica Chimica Acta
2022
Improved segmentation of overlapping red blood cells on malaria blood smear images with TransUNet architecture
International Journal of Imaging Systems and Technology
2022
Fusing CNNs and statistical indicators to improve image classification
Information Fusion
2022
Enhanced deep convolutional neural network for malarial parasite classification
International Journal of Computers and Applications
2022
Evaluating the Performance of Deep Learning Frameworks for Malaria Parasite Detection Using Microscopic Images of Peripheral Blood Smears
Diagnostics
2022
An Empirical Evaluation of Convolutional Networks for Malaria Diagnosis
Journal of Imaging
2022
Explainable Transformer-Based Deep Learning Model for the Detection of Malaria Parasites from Blood Cell Images
Sensors
2022
2022 IEEE International Conference on Big Data (Big Data)
2022
An Enhanced Scheme for Reducing the Complexity of Pointwise Convolutions in CNNs for Image Classification Based on Interleaved Grouped Filters without Divisibility Constraints
Entropy
2022
Studies in Computational Intelligence
2022
2022 IEEE International Conference on Cybernetics and Computational Intelligence (CyberneticsCom)
2022
An optimized features selection approach based on Manta Ray Foraging Optimization (MRFO) method for parasite malaria classification
Frontiers in Public Health
2022
2022 3rd International Conference on Communication, Computing and Industry 4.0 (C2I4)
2022
Studies in Big Data
2022
Deep learning applied to analyze patterns from evaporated droplets of Viscum album extracts
Scientific Reports
2022
2022 IEEE International Conference on Industrial Technology (ICIT)
2022
Deep learning for microscopic examination of protozoan parasites
Computational and Structural Biotechnology Journal
2022
KONVOLÜSYONEL SİNİR AĞI KULLANILARAK SITMA HASTALIĞI SINIFLANDIRILMASI
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
2022
2022 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT)
2022
Combining Clinical Symptoms and Patient Features for Malaria Diagnosis: Machine Learning Approach
Applied Artificial Intelligence
2022
Lecture Notes on Data Engineering and Communications Technologies
2022
Convolutional neural networks based potholes detection using thermal imaging
Journal of King Saud University - Computer and Information Sciences
2022
An ensemble artificial intelligence‐enabled MIoT for automated diagnosis of malaria parasite
Expert Systems
2022
DSCN-net: a deep Siamese capsule neural network model for automatic diagnosis of malaria parasites detection
Multimedia Tools and Applications
2022
IMNets: Deep Learning Using an Incremental Modular Network Synthesis Approach for Medical Imaging Applications
Applied Sciences
2022
A computer-aided diagnosis system for the classification of COVID-19 and non-COVID-19 pneumonia on chest X-ray images by integrating CNN with sparse autoencoder and feed forward neural network
Computers in Biology and Medicine
2022
Automatic detection of the parasite Trypanosoma cruzi in blood smears using a machine learning approach applied to mobile phone images
PeerJ
2022
A Deep Modality-Specific Ensemble for Improving Pneumonia Detection in Chest X-rays
Diagnostics
2022
Studies in Computational Intelligence
2022
A transfer learning-based novel fusion convolutional neural network for breast cancer histology classification
Multimedia Tools and Applications
2022
2022 10th International Symposium on Digital Forensics and Security (ISDFS)
2022
Computational Methods for Automated Analysis of Malaria Parasite Using Blood Smear Images: Recent Advances
Computational Intelligence and Neuroscience
2022
Detection of Peripheral Malarial Parasites in Blood Smears Using Deep Learning Models
Computational Intelligence and Neuroscience
2022
2022 International Joint Conference on Neural Networks (IJCNN)
2022
2022 5th International Conference on Contemporary Computing and Informatics (IC3I)
2022
2022 2nd International Conference on Intelligent Technologies (CONIT)
2022
2022 IEEE 3rd Global Conference for Advancement in Technology (GCAT)
2021
Deep Malaria Parasite Detection in Thin Blood Smear Microscopic Images
Applied Sciences
2021
Probabilistic Model‐Based Malaria Disease Recognition System
Complexity
2021
Deep Learning Application for Analyzing of Constituents and Their Correlations in the Interpretations of Medical Images
Diagnostics
2021
Deep Machine Learning Model Trade-Offs for Malaria Elimination in Resource-Constrained Locations
Bioengineering
2021
2021 International Seminar on Application for Technology of Information and Communication (iSemantic)
2021
Advances in Intelligent Systems and Computing
2021
Segmentation of Overlapping Red Blood Cells for Malaria Blood Smear Images by U-Net Architecture
Journal of Medical Imaging and Health Informatics
2021
2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)
2021
Effective preprocessed thin blood smear images to improve malaria parasite detection using deep learning
Journal of Physics: Conference Series
2021
Advances in Intelligent Systems and Computing
2021
Deep Feature Selection and Decision Level Fusion for Lungs Nodule Classification
IEEE Access
2021
Persian sentiment analysis of an online store independent of pre-processing using convolutional neural network with fastText embeddings
PeerJ Computer Science
2021
2021 IEEE 34th Computer Security Foundations Symposium (CSF)
2021
Advances in Medical Technologies and Clinical Practice
2021
2021 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)
2021
Driving-PASS: A Driving Performance Assessment System for Stroke Drivers Using Deep Features
IEEE Access
2021
Comparison of Stock Price Prediction Models using Pre-trained Neural Networks
Journal of Ubiquitous Computing and Communication Technologies
2021
Artificial Intelligence and Mapping a New Direction in Laboratory Medicine: A Review
Clinical Chemistry
2021
Adaptive adversarial neural networks for the analysis of lossy and domain-shifted datasets of medical images
Nature Biomedical Engineering
2021
TISSUE CLASSIFICATION FOR COLORECTAL CANCER UTILIZING TECHNIQUES OF DEEP LEARNING AND MACHINE LEARNING
Biomedical Engineering: Applications, Basis and Communications
2021
Machine learning model for predicting malaria using clinical information
Computers in Biology and Medicine
2021
Deep learning approaches for challenging species and gender identification of mosquito vectors
Scientific Reports
2021
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
2021
Proceedings of the 2021 5th International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence
2021
A comparative analysis of deep learning architectures on high variation malaria parasite classification dataset
Tissue and Cell
2021
Machine learning model for diagnostic method prediction in parasitic disease using clinical information
Expert Systems with Applications
2021
Automatic Quantification of Subsurface Defects by Analyzing Laser Ultrasonic Signals Using Convolutional Neural Networks and Wavelet Transform
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control
2021
Automatic malaria disease detection from blood cell images using the variational quantum circuit
Informatics in Medicine Unlocked
2021
Automated detection and staging of malaria parasites from cytological smears using convolutional neural networks
Biological Imaging
2021
2021 IEEE International Conference on Signal and Image Processing Applications (ICSIPA)
2021
A Novel Shallow ConvNet-18 for Malaria Parasite Detection in Thin Blood Smear Images
SN Computer Science
2021
Proceedings of the 29th ACM International Conference on Multimedia
2021
2021 IEEE 3rd International Conference on Frontiers Technology of Information and Computer (ICFTIC)
2021
Advances in Intelligent Systems and Computing
2021
2021 International Conference on Innovative Computing (ICIC)
2021
3C-GAN: class-consistent CycleGAN for malaria domain adaptation model
Biomedical Physics & Engineering Express
2021
DeepFMD: Computational Analysis for Malaria Detection in Blood-Smear Images Using Deep-Learning Features
Applied System Innovation
2021
2021 Sixth International Conference on Informatics and Computing (ICIC)
2021
Diagnosing Malaria Patients with Plasmodium falciparum and vivax Using Deep Learning for Thick Smear Images
Diagnostics
2021
2021 International Conference on Converging Technology in Electrical and Information Engineering (ICCTEIE)
2021
Lecture Notes in Networks and Systems
2021
Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood Cells in Malaria Diagnostic Smears
IEEE Journal of Biomedical and Health Informatics
2021
A survey of deep learning models in medical therapeutic areas
Artificial Intelligence in Medicine
2021
Machine learning and applications in microbiology
FEMS Microbiology Reviews
2021
2021 IEEE 15th International Symposium on Applied Computational Intelligence and Informatics (SACI)
2021
Malaria parasite detection in thick blood smear microscopic images using modified YOLOV3 and YOLOV4 models
BMC Bioinformatics
2021
Lecture Notes in Computer Science
2021
2021 17th International Conference on Quality in Research (QIR): International Symposium on Electrical and Computer Engineering
2021
DiaMole: Mole Detection and Segmentation Software for Mobile Phone Skin Images
Journal of Healthcare Engineering
2021
2021 1st International Conference on Emerging Smart Technologies and Applications (eSmarTA)
2021
Studies in Computational Intelligence
2021
2021 3rd International Conference on Signal Processing and Communication (ICPSC)
2021
Imperative Dynamic Routing Between Capsules Network for Malaria Classification
Computers, Materials & Continua
2021
An efficient technique for CT scan images classification of COVID-19
Journal of Intelligent & Fuzzy Systems
2021
Diatom Gliding Motility
2021
Spatially aware clustering of ion images in mass spectrometry imaging data using deep learning
Analytical and Bioanalytical Chemistry
2021
Hands-On Data Science for Biologists Using Python
2021
2021 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE)
2021
Improvement of Image Classification by Multiple Optical Scattering
IEEE Photonics Journal
2021
Identification of Neurodegenerative Diseases Based on Vertical Ground Reaction Force Classification Using Time–Frequency Spectrogram and Deep Learning Neural Network Features
Brain Sciences
2021
2021 2nd International Informatics and Software Engineering Conference (IISEC)
2021
Diagnosing malaria from some symptoms: a machine learning approach and public health implications
Health and Technology
2021
Classification for avian malaria parasite Plasmodium gallinaceum blood stages by using deep convolutional neural networks
Scientific Reports
2021
Lecture Notes in Computer Science
2021
2021 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)
2021
Multi-stage malaria parasite recognition by deep learning
GigaScience
2021
Facial asymmetry-based feature extraction for different applications: a review complemented by new advances
Artificial Intelligence Review
2021
Lecture Notes in Mechanical Engineering
2021
2021 IEEE International Biomedical Instrumentation and Technology Conference (IBITeC)
2020
Convolutional neural networks to automate the screening of malaria in low-resource countries
PeerJ
2020
Quantification of malaria parasitaemia using trainable semantic segmentation and capsnet
Pattern Recognition Letters
2020
Transfer Learning for Toxoplasma gondii Recognition
mSystems
2020
2020 IEEE Applied Imagery Pattern Recognition Workshop (AIPR)
2020
2020 IEEE REGION 10 CONFERENCE (TENCON)
2020
Lecture Notes in Computer Science
2020
FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning Techniques
IEEE Access
2020
Towards Mapping Images to Text Using Deep-Learning Architectures
Mathematics
2020
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
2020
Modality-Specific Deep Learning Model Ensembles Toward Improving TB Detection in Chest Radiographs
IEEE Access
2020
Lecture Notes in Computer Science
2020
2020 International Conference on Smart Electronics and Communication (ICOSEC)
2020
2020 Third International Conference on Smart Systems and Inventive Technology (ICSSIT)
2020
A Novel Stacked CNN for Malarial Parasite Detection in Thin Blood Smear Images
IEEE Access
2020
Proceedings of the 2020 4th International Conference on Digital Signal Processing
2020
2020 4th International Conference on Intelligent Computing and Control Systems (ICICCS)
2020
Algorithms for Intelligent Systems
2020
Communications in Computer and Information Science
2020
Deep Learning Based Automatic Malaria Parasite Detection from Blood Smear and Its Smartphone Based Application
Diagnostics
2020
A novel method based on convolutional neural network for malaria diagnosis
Journal of Intelligent & Fuzzy Systems
2020
Counting and Classification of Malarial Parasite From Giemsa-Stained Thin Film Images
IEEE Access
2020
An Effective Convolutional Neural Network for Classifying Red Blood Cells in Malaria Diseases
Interdisciplinary Sciences: Computational Life Sciences
2020
Image analysis and artificial intelligence in infectious disease diagnostics
Clinical Microbiology and Infection
2020
Investigation and classification of fibre deformation using interferometric and machine learning techniques
Applied Physics B
2020
2020 Fifth International Conference on Informatics and Computing (ICIC)
2020
Detection and stage classification of Plasmodium falciparum from images of Giemsa stained thin blood films using random forest classifiers
Diagnostic Pathology
2020
Algorithms for Intelligent Systems
2020
A Deep Learning Approach for Segmentation of Red Blood Cell Images and Malaria Detection
Entropy
2020
A review of deep learning with special emphasis on architectures, applications and recent trends
Knowledge-Based Systems
2020
Malaria Screener: a smartphone application for automated malaria screening
BMC Infectious Diseases
2020
A weighted KNN-based automatic image annotation method
Neural Computing and Applications
2020
Feature learning for Human Activity Recognition using Convolutional Neural Networks
CCF Transactions on Pervasive Computing and Interaction
2020
Lecture Notes in Computer Science
2020
Automatic detection of Plasmodium parasites from microscopic blood images
Journal of Parasitic Diseases
2020
Lecture Notes in Computer Science
2020
Proceedings of the 2020 Workshop on Privacy-Preserving Machine Learning in Practice
2020
Optimal Policy Learning for Disease Prevention Using Reinforcement Learning
Scientific Programming
2020
2020 International Joint Conference on Neural Networks (IJCNN)
2020
A new approach for microscopic diagnosis of malaria parasites in thick blood smears using pre-trained deep learning models
SN Applied Sciences
2020
Implementation of Convolutional Neural Network in the classification of red blood cells have affected of malaria
SinkrOn
2020
2020 IEEE Applied Imagery Pattern Recognition Workshop (AIPR)
2020
2020 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN)
2020
Deep learning approach to detect malaria from microscopic images
Multimedia Tools and Applications
2020
2020 10th Annual Computing and Communication Workshop and Conference (CCWC)
2020
2020 IEEE Region 10 Symposium (TENSYMP)
2020
Lecture Notes in Computer Science
2020
Analyzing Malaria Disease Using Effective Deep Learning Approach
Diagnostics
2020
Lecture Notes in Computer Science
2020
Leveraging Deep Learning Techniques for Malaria Parasite Detection Using Mobile Application
Wireless Communications and Mobile Computing
2019
Applying Deep Neural Network Analysis to High-Content Image-Based Assays
SLAS Discovery
2019
Communications in Computer and Information Science
2019
2019 Research, Invention, and Innovation Congress (RI2C)
2019
CLoDSA: a tool for augmentation in classification, localization, detection, semantic segmentation and instance segmentation tasks
BMC Bioinformatics
2019
2019 IEEE Conference on Information and Communication Technology
2019
Communications in Computer and Information Science
2019
Performance evaluation of deep neural ensembles toward malaria parasite detection in thin-blood smear images
PeerJ
2019
2019 International Conference of Computer Science and Information Technology (ICoSNIKOM)
2019
Medical Imaging 2019: Computer-Aided Diagnosis
2019
2019 IEEE International Conference on Signal Processing, Information, Communication & Systems (SPICSCON)
2019
Identification of cecum time-location in a colonoscopy video by deep learning analysis of colonoscope movement
PeerJ
2019
Histopathological Image Retrieval Based on Asymmetric Residual Hash and DNA Coding
IEEE Access
2019
2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
2019
Weight-sharing multi-stage multi-scale ensemble convolutional neural network
International Journal of Machine Learning and Cybernetics
2019
2019 IEEE 6th International Conference on Engineering Technologies and Applied Sciences (ICETAS)
2019
Cograph Regularized Collective Nonnegative Matrix Factorization for Multilabel Image Annotation
IEEE Access
2019
Debris Flow Susceptibility Mapping Using Machine-Learning Techniques in Shigatse Area, China
Remote Sensing
2019
Communications in Computer and Information Science
2019
2019 International Conference on Wireless Networks and Mobile Communications (WINCOM)
2019
2019 IEEE International Conference on Image Processing (ICIP)
2019
Proceedings of the 2019 5th International Conference on Computer and Technology Applications
2019
Computer-aided diagnosis of cataract using deep transfer learning
Biomedical Signal Processing and Control
2019
2019 IEEE 9th International Conference on System Engineering and Technology (ICSET)
2019
Region-Based Automated Localization of Colonoscopy and Wireless Capsule Endoscopy Polyps
Applied Sciences
2018
2018 International Conference on Computational Science and Computational Intelligence (CSCI)
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