Search Results - "Applications of Deep Learning in Medical Imaging"

A new network model for multiple object detection for autonomous vehicle detection in mining environment

Authors: Muhammad Wahab Hanif Zhenhua Yu Rehmat Bashir et al.

Source: IET Image Processing, Vol 18, Iss 12, Pp 3277-3287 (2024)

Subject Terms: Radiology, Nuclear Medicine and Imaging, Artificial intelligence, Object detection, Economics, Feature (linguistics), 02 engineering and technology, Noise (video), Pattern recognition (psychology), 01 natural sciences, Motion Detection, 7. Clean energy, Real-time computing, Visual Object Tracking and Person Re-identification, Bounding overwatch, QA76.75-76.765, Health Sciences, Object Detection, Photography, 0202 electrical engineering, electronic engineering, information engineering, Image (mathematics), Computer software, TR1-1050, Data mining, Position (finance), object detection, Linguistics, Applications of Deep Learning in Medical Imaging, Computer science, image processing, 0104 chemical sciences, FOS: Philosophy, ethics and religion, Object Tracking, Philosophy, image recognition, Computer Science, Physical Sciences, Multiple Object Tracking, FOS: Languages and literature, identification, Medicine, Deep Learning in Computer Vision and Image Recognition, Foreground Segmentation, Object (grammar), Computer vision, Computer Vision and Pattern Recognition, Minimum bounding box, Finance

Access URL: https://doaj.org/article/94b4ff327d014ef38eee3ccddb1c459a

Chronic Obstructive Pulmonary Disease Diagnosis with Bagging Ensemble Learning and ANN Classifiers

Authors: Taskeena Siddiqui Mustafa Latif Muhammad Umer Farooq et al.

Source: Engineering, Technology & Applied Science Research. 14:14741-14746

Subject Terms: Pulmonary and Respiratory Medicine, Radiology, Nuclear Medicine and Imaging, Artificial intelligence, Machine Learning in Healthcare and Medicine, Health Professions, Medical Diagnosis, Applications of Deep Learning in Medical Imaging, Computer science, 3. Good health, 03 medical and health sciences, 0302 clinical medicine, Analysis of Cardiac and Respiratory Sounds, Health Information Management, 13. Climate action, Diagnostic Aids, Ensemble learning, Health Sciences, Machine learning, Medicine, Image-Based Diagnosis, Heart Disease Prediction, Pulmonary disease, 0305 other medical science, Internal medicine, Pneumonia Detection

AI for science: Predicting infectious diseases

Authors: Ailun Zhao Shuangqi Li Zhidong Cao et al.

Source: Journal of Safety Science and Resilience, Vol 5, Iss 2, Pp 130-146 (2024)

Subject Terms: Radiology, Nuclear Medicine and Imaging, Artificial Intelligences, Emerging Zoonotic Diseases and One Health Approach, AI for science (AI4S), Real-time monitoring, FOS: Health sciences, Global health challenges, Virology, Health Sciences, FOS: Mathematics, Pneumonia Detection, 9. Industry and infrastructure, Modeling the Dynamics of COVID-19 Pandemic, Public Health, Environmental and Occupational Health, Transfer Learning, Applications of Deep Learning in Medical Imaging, Predictive modeling, 3. Good health, Infectious Diseases, HD61, Modeling and Simulation, Physical Sciences, Medicine, Image-Based Diagnosis, Data integration, Risk in industry. Risk management, Mathematics, Infectious disease prediction

Access URL: https://doaj.org/article/9a071081433f4d8ea21e3d093db5c407

Review of Semi-Supervised Medical Image Segmentation based on the U-Net

Authors: Lina Dai Md Gapar Md Johar Mohammed Hazim Alkawaz

Source: Academic Journal of Science and Technology. 11:147-154

Subject Terms: Radiology, Nuclear Medicine and Imaging, Artificial intelligence, Scale-space segmentation, Deep Learning in Medical Image Analysis, Classification of Brain Tumor Type and Grade, Image Segmentation, Pattern recognition (psychology), 7. Clean energy, Medical Imaging, Segmentation, Artificial Intelligence, Segmentation-based object categorization, Health Sciences, Machine learning, Image (mathematics), Image segmentation, Life Sciences, Applications of Deep Learning in Medical Imaging, Computer science, 3. Good health, Neurology, Computer Science, Physical Sciences, Medical Image Analysis, Medicine, Computer vision, Neuroscience

COMPARISON OF DIFFERENT CLINICAL OUTCOMES AMONG ASTHMATIC AND NON-ASTHMATIC COVID-19 PATIENTS IN AN INTENSIVE CARE UNIT SETTING

Authors: Zabih Ullah Raza Ullah Muhammad Asif Khan et al.

Source: Journal of Medical Sciences. 32:131-137

Subject Terms: Pulmonary and Respiratory Medicine, Radiology, Nuclear Medicine and Imaging, Psychometrics, Clinical psychology, Infectious disease (medical specialty), FOS: Health sciences, Coronavirus Disease 2019, 03 medical and health sciences, 0302 clinical medicine, 0504 sociology, Health Sciences, Intensive care unit, Disease, 10. No inequality, Internal medicine, 2. Zero hunger, Noninvasive Ventilation, 05 social sciences, Applications of Deep Learning in Medical Imaging, 16. Peace & justice, Cronbach's alpha, Asthma, 3. Good health, Mechanical Ventilation in Respiratory Failure and ARDS, Coronavirus disease 2019 (COVID-19), Infectious Diseases, Medicine

PLEURAL FLUID CULTURE USING BLOOD CULTURE BOTTLES AND STERILE SYRINGES IN PATIENTS WITH PARAPNEUMONIC EFFUSION

Authors: Shumaila Javaid Zafar Iqbal Mohsin Shafi et al.

Source: Journal of Medical Sciences. 32:175-179

Subject Terms: Radiology, Nuclear Medicine and Imaging, FOS: Mechanical engineering, Blood culture, Microbiology, 03 medical and health sciences, Engineering, 0302 clinical medicine, 0504 sociology, Antibiotics, Health Sciences, Pleural fluid, Genetics, Effusion, Biology, Pneumonia Detection, Parapneumonic effusion, Bacteria, Bottle, 05 social sciences, Applications of Deep Learning in Medical Imaging, Pleural effusion, Mechanical engineering, 3. Good health, Microbiological culture, FOS: Biological sciences, Medicine, Surgery

COVID-19 Detection from Cough Sounds Using XGBoost and LSTM Networks

Authors: Elmoundher Hadjaidji Mohamed Cherif Amara Korba Khaled Khelil

Source: Traitement du Signal. 42:939-947

Subject Terms: Radiology, Nuclear Medicine and Imaging, Artificial intelligence, Infectious disease (medical specialty), Speech recognition, Artificial Intelligence, Virology, Health Sciences, Disease, Speech Enhancement Techniques, Internal medicine, Pneumonia Detection, Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), Natural language processing, 4. Education, Outbreak, Applications of Deep Learning in Medical Imaging, Computer science, 3. Good health, Coronavirus disease 2019 (COVID-19), Speech Recognition Technology, Auscultation, Signal Processing, Computer Science, Physical Sciences, Medicine, 2019-20 coronavirus outbreak

Comparative Analysis of Supervised Machine Learning Algorithms for COVID-19 Prediction

Authors: Rubina Shaheen Beenish Ayesha Akram Amna Zafar et al.

Source: Sir Syed University Research Journal of Engineering and Technology, Vol 14, Iss 1 (2024)

Subject Terms: Computer engineering. Computer hardware, Radiology, Nuclear Medicine and Imaging, Artificial intelligence, Health Professions, 02 engineering and technology, Infectious disease (medical specialty), TK7885-7895, Machine Learning, Machine Learning Algorithms, 03 medical and health sciences, 0302 clinical medicine, Health Information Management, Artificial Intelligence, Support Vector Machines, Health Sciences, Machine learning, 0202 electrical engineering, electronic engineering, information engineering, Pathology, T1-995, Disease, Technology (General), Temporal Data Analysis, Pandemic, Machine Learning in Healthcare and Medicine, Disease Prediction, Deep Learning Applications in Healthcare, COVID-19, QA75.5-76.95, Transfer Learning, Applications of Deep Learning in Medical Imaging, Predictive Modeling, Computer science, 3. Good health, Coronavirus disease 2019 (COVID-19), Algorithm, Prediction Models, Electronic computers. Computer science, Computer Science, Physical Sciences, Medicine

Access URL: https://doaj.org/article/ce2d80ccf1854f7687f60637a3ea3024

Investigating the Correlation between Different ChatGPT Versions and Task Initiation among Postgraduate Students: a Cross-Sectional Study

Authors: Abdelouahd Bouzar Khaoula EL Idrissi

Source: American Journal of Education and Technology. 3:79-84

Subject Terms: Medical education, Radiology, Nuclear Medicine and Imaging, Geometry, Health Informatics, Systems engineering, Task (project management), Engineering, 5. Gender equality, Health Sciences, FOS: Mathematics, Psychology, 10. No inequality, Student Engagement, Cross-sectional study, Artificial Intelligence in Medicine, 9. Industry and infrastructure, 4. Education, Statistics, Transfer Learning, Applications of Deep Learning in Medical Imaging, Mathematics education, Computer Science Applications, Correlation, 3. Good health, FOS: Psychology, Computer Science, Physical Sciences, Medicine, Student Performance Prediction, Educational Data Mining and Learning Analytics, Mathematics

Obstacles of Online Learning Facing Nursing Students after the COVID-19 Pandemic

Authors: Haitham Khatatbeh Murad Alkhalaileh Ibrahim Ayasreh et al.

Source: ScientificWorldJournal
The Scientific World Journal, Vol 2024 (2024)

Subject Terms: Male, Technology, Radiology, Nuclear Medicine and Imaging, Social Sciences, Infectious disease (medical specialty), FOS: Health sciences, 0302 clinical medicine, Distance Learning, Surveys and Questionnaires, Psychology, Disease, 10. No inequality, Internal medicine, 4. Education, Statistics, 05 social sciences, Educational Technology, Applications of Deep Learning in Medical Imaging, The Impact of Microlearning in Education and Training, Online Education, 3. Good health, FOS: Psychology, Clinical Psychology, Descriptive statistics, Multimedia, Online learning, Medicine, Female, Research Article, Adult, Medical education, Science, Nursing, Education, Education, Distance, Young Adult, 03 medical and health sciences, Health Sciences, FOS: Mathematics, Humans, Pandemics, Jordan, Pandemic, SARS-CoV-2, COVID-19, Computer science, Mathematics education, Coronavirus disease 2019 (COVID-19), Cross-Sectional Studies, Impact of COVID-19 on Mental Health, Students, Nursing, 0503 education, Mathematics

Access URL: https://pubmed.ncbi.nlm.nih.gov/38689662
https://doaj.org/article/7f4b66afac7342daa506fb67062c9665

An Ensemble Feature Selection Approach-Based Machine Learning Classifiers for Prediction of COVID-19 Disease

Authors: J. Hossen Thirumalaimuthu Thirumalaiappan Ramanathan Abdullah Al Mamun

Source: Int J Telemed Appl
International Journal of Telemedicine and Applications, Vol 2024 (2024)

Subject Terms: 0301 basic medicine, Artificial neural network, Radiology, Nuclear Medicine and Imaging, Artificial intelligence, Support vector machine, Pattern recognition (psychology), Genetic programming, Feature Extraction, Anomaly Detection in High-Dimensional Data, 03 medical and health sciences, Artificial Intelligence, Automated Analysis of Blood Cell Images, Ensemble learning, Health Sciences, Machine learning, Decision tree, Multilayer perceptron, 0303 health sciences, Naive Bayes classifier, Particle swarm optimization, Applications of Deep Learning in Medical Imaging, Computer science, Q300-390 Cybernetics, 3. Good health, Computer Science, Physical Sciences, Feature selection, Medicine, Computer Vision and Pattern Recognition, Classifier (UML), Research Article, Random forest

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Access URL: https://pubmed.ncbi.nlm.nih.gov/38660584
https://doaj.org/article/c1d9c8ebfd3647289be61572b2847337

Automated Colorectal Polyps Detection from Endoscopic Images using MultiResUNet Framework with Attention Guided Segmentation

Authors: Md. Faysal Ahamed Md. Rabiul Islam Md. Nahiduzzaman et al.

Source: Human-Centric Intelligent Systems, Vol 4, Iss 2, Pp 299-315 (2024)

Subject Terms: Radiology, Nuclear Medicine and Imaging, Artificial intelligence, Engineering drawing, Robustness (evolution), Generalizability theory, Receiver operating characteristic, Information technology, 02 engineering and technology, Sørensen–Dice coefficient, Pattern recognition (psychology), Biochemistry, Gene, Feature Extraction, Radiomics in Medical Imaging Analysis, 03 medical and health sciences, Polyp, 0302 clinical medicine, Global Trends in Colorectal Cancer Research, Segmentation, Engineering, Attention gate, Health Sciences, Machine learning, 0202 electrical engineering, electronic engineering, information engineering, FOS: Mathematics, CAD, Test Time Augmentation (TTA), Pneumonia Detection, Precision and recall, Image segmentation, Statistics, QA75.5-76.95, Colonoscopy, Applications of Deep Learning in Medical Imaging, T58.5-58.64, MultiResUNet, Computer science, 3. Good health, Chemistry, Oncology, Electronic computers. Computer science, Medicine, Image-Based Diagnosis, Texture Analysis, Mathematics

Access URL: https://doaj.org/article/54d78b4f5b244acd8d0caca64ffde329

Assessment Of the Cognitive Function In Patients Recovered From COVID-19 Infection Using P300

Authors: Mona A. Ashmawy Hanan Abdel Alim Mona K. Tawfik et al.

Source: Egyptian Journal of Medical Research. 5:94-101

Subject Terms: 2. Zero hunger, Radiology, Nuclear Medicine and Imaging, Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), Post-acute COVID-19 Syndrome, Outbreak, Infectious disease (medical specialty), Applications of Deep Learning in Medical Imaging, Critical Care and Intensive Care Medicine, 3. Good health, Coronavirus disease 2019 (COVID-19), FOS: Psychology, Cognition, Neurology, Virology, Health Sciences, Neurological Manifestations of COVID-19 Infection, Pathology, Medicine, Psychology, Disease, Management of Delirium in Critical Care Patients, Postoperative, 2019-20 coronavirus outbreak, Neuroscience

Molecular Epidemiology of SARS-CoV-2 within Accra Metropolis Postlockdown

Authors: Frank Twum Aboagye Lawrence Annison Henry Kwadwo Hackman et al.

Source: Adv Virol
Advances in Virology, Vol 2024 (2024)

Subject Terms: 0301 basic medicine, Radiology, Nuclear Medicine and Imaging, Epidemiology, GeneXpert MTB/RIF, Immunology, RT-PCR, Infectious disease (medical specialty), Coronavirus Disease 2019 Research, FOS: Health sciences, Diagnostic Methods for COVID-19 Detection, Microbiology, Gene, Biochemistry, Throat, 03 medical and health sciences, 5. Gender equality, Virology, Health Sciences, Pathology, Tuberculosis, Disease, Internal medicine, Biology, 0303 health sciences, Sore throat, Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), FOS: Clinical medicine, Sputum, Applications of Deep Learning in Medical Imaging, 16. Peace & justice, QR1-502, Chills, Polymerase chain reaction, 3. Good health, Coronavirus, Coronavirus disease 2019 (COVID-19), Infectious Diseases, Medicine, Surgery, Research Article

Access URL: https://pubmed.ncbi.nlm.nih.gov/38584794
https://doaj.org/article/5ac3e876f6ef4a3fb7de90a64eac85f6

CP_DeepNet: a novel automated system for COVID-19 and pneumonia detection through lung X-rays

Authors: Muhammad Hamza Mehmood Farman Hassan Auliya Ur Rahman et al.

Source: Multimedia Tools and Applications. 83:88681-88698

Subject Terms: Radiology, Nuclear Medicine and Imaging, Artificial intelligence, 02 engineering and technology, Pneumonia, Infectious disease (medical specialty), Applications of Deep Learning in Medical Imaging, Machine Learning for Earthquake Early Warning Systems, Computer science, Radiomics in Medical Imaging Analysis, 3. Good health, Coronavirus disease 2019 (COVID-19), 03 medical and health sciences, 0302 clinical medicine, Artificial Intelligence, Health Sciences, Computer Science, Physical Sciences, 0202 electrical engineering, electronic engineering, information engineering, CT Scan, Pathology, Medicine, Disease, Internal medicine, Pneumonia Detection

An AI healthcare ecosystem framework for Covid-19 detection and forecasting using CronaSona

Authors: Samah A. Z. Hassan

Source: Med Biol Eng Comput

Subject Terms: Radiology, Nuclear Medicine and Imaging, Artificial intelligence, Deep Learning in Medical Image Analysis, Economics, Health Informatics, Review Article, Infectious disease (medical specialty), 02 engineering and technology, Data science, 03 medical and health sciences, Deep Learning, 0302 clinical medicine, Artificial Intelligence, Health Sciences, Pathology, 0202 electrical engineering, electronic engineering, information engineering, Humans, Risk analysis (engineering), Business, Disease, Economic growth, Artificial Intelligence in Medicine, SARS-CoV-2, Health care, COVID-19, Applications of Deep Learning in Medical Imaging, Mobile Applications, Clinical Decision Support, Computer science, Telemedicine, 3. Good health, Coronavirus disease 2019 (COVID-19), Computer Science, Physical Sciences, Medicine, Delivery of Health Care, Forecasting

Access URL: https://pubmed.ncbi.nlm.nih.gov/38472600

Deep Transfer Learning Approach for Student Attendance System During the COVID-19 Pandemic

Authors: Slimane Ennajar Walid Bouarifi

Source: Journal of Computer Science. 20:229-238

Subject Terms: Radiology, Nuclear Medicine and Imaging, Artificial intelligence, Pandemic, Economics, Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), 4. Education, Outbreak, Transfer Learning, Infectious disease (medical specialty), Applications of Deep Learning in Medical Imaging, Computer science, Data science, 3. Good health, Coronavirus disease 2019 (COVID-19), Transfer of learning, Deep Learning, Virology, Health Sciences, Attendance, Pathology, Medicine, Disease, 10. No inequality, 2019-20 coronavirus outbreak, Economic growth

COVID-19 drug repurposing model based on pigeon-inspired optimizer and rough sets theory

Authors: Ibrahim Gad Mohamed Torky Yaseen A.M.M. Elshaier et al.

Source: Neural Computing and Applications. 36:8397-8415

Subject Terms: 0301 basic medicine, Radiology, Nuclear Medicine and Imaging, Artificial intelligence, 02 engineering and technology, Infectious disease (medical specialty), FOS: Health sciences, Coronavirus Disease 2019, 03 medical and health sciences, Engineering, Health Sciences, 0202 electrical engineering, electronic engineering, information engineering, FOS: Mathematics, Pathology, Disease, Logistic Regression, Reduct, Data mining, Waste management, Pharmacology, Drug repositioning, Antiviral drug, Applications of Deep Learning in Medical Imaging, Computer science, 3. Good health, Coronavirus disease 2019 (COVID-19), Infectious Diseases, Computational Theory and Mathematics, Rough set, Computer Science, Physical Sciences, Feature selection, Medicine, Drug, Repurposing, Mathematics, Computational Methods in Drug Discovery

Transfer Learning Empowered Bone Fracture Detection

Authors: Muhammad Daniyal Baig Hafiz Burhan Ul Haq Waseem Akram et al.

Source: Decision Making Advances. 2:60-72

Subject Terms: Radiology, Nuclear Medicine and Imaging, Fracture (geology), Artificial intelligence, Vertebral Labeling, Biomedical Engineering, FOS: Medical engineering, Vertebrae Detection, Transfer of learning, Engineering, Deep Learning, Health Sciences, Psychology, Automated Spine Segmentation and Identification, 4. Education, Geology, Transfer Learning, FOS: Earth and related environmental sciences, Applications of Deep Learning in Medical Imaging, Computer science, 3. Good health, FOS: Psychology, Geotechnical engineering, Bone fracture, Physical Sciences, Medical Image Analysis, Medicine, Radiology

Improving Techniques for Convolutional Neural Networks Performance

Authors: Dina Darwish

Source: European Journal of Electrical Engineering and Computer Science. 8:1-16

Subject Terms: Radiology, Nuclear Medicine and Imaging, Artificial intelligence, Novelty Detection, Convolutional neural network, 02 engineering and technology, Transfer Learning, Applications of Deep Learning in Medical Imaging, Computer science, 7. Clean energy, Anomaly Detection in High-Dimensional Data, 03 medical and health sciences, 0302 clinical medicine, Deep Learning, Artificial Intelligence, Health Sciences, Computer Science, Physical Sciences, Object Detection, 0202 electrical engineering, electronic engineering, information engineering, Medicine, Neural Network Architectures, Deep Learning in Computer Vision and Image Recognition, Computer Vision and Pattern Recognition