Myocardial infarction detection using ECG signal applying deep learning techniques - ConvNet, VGG16, InceptionV3 and MobileNet

Myocardial infarction detection using ECG signal applying deep learning techniques - ConvNet, VGG16, InceptionV3 and MobileNet

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Chi tiết về thư mục
Những tác giả chính:	Promita, Samanta Tabassum, Biswas, Simon Abhijet, Mozumder, Nisat Islam, Taharat, Mamur
Tác giả khác:	Uddin, Jia
Định dạng:	Luận văn
Ngôn ngữ:	English
Được phát hành:	Brac University 2022
Những chủ đề:	Myocardial infarction Deep learning ECG signal CNN Transfer learning ConvNet VGG16 MobileNet InceptionV3 Cognitive learning theory (Deep learning) Neural networks (Computer science)
Truy cập trực tuyến:	http://hdl.handle.net/10361/16812

Những quyển sách tương tự

Tomato leaf disease detection using Resnet-50 and MobileNet Architecture
Bằng: Tahamid, Abu
Được phát hành: (2021)

Plant disease diagnosis using deep transfer learning architectures- VGG19, MobileNetV2 and Inception-V3
Bằng: Kobra, Khadija-Tul, et al.
Được phát hành: (2022)

A comparison of deep learning U‐Net architectures for semantic segmentation on panoramic X-ray images
Bằng: Bin Mushfiq, Rahil, et al.
Được phát hành: (2024)

Image segmentation of X-Ray and optical images using U-Net/UNet++ based deep learning architecture
Bằng: Sharma, Tanmoyee, et al.
Được phát hành: (2021)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
Bằng: Athina, Fahima Hasan, et al.
Được phát hành: (2022)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
Bằng: Hasan, M. M. Kamrul, et al.
Được phát hành: (2022)

Detection of coronary artery blockage at an early stage using effective deep learning technique
Bằng: Promit, Tahmid Ashrafee, et al.
Được phát hành: (2023)

A deep learning approach towards soft biometrics attributes prediction using CNN
Bằng: Kibria, Maharab, et al.
Được phát hành: (2022)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
Bằng: Tasnim, Sadia, et al.
Được phát hành: (2023)

Unmasking malignancy of lung nodule using a modernized ConvNet toward the design of a vision transformer
Bằng: Reza, Jamil Ur, et al.
Được phát hành: (2023)

Deep learning-based waste classification system for efficient waste management
Bằng: Nakib, Abdullah Al, et al.
Được phát hành: (2022)

Deep learning-based real-time pothole detection for avoiding road accident
Bằng: Basher, Rafsan, et al.
Được phát hành: (2022)

Prostate cancer detection using deep learning neural network with transfer learning approach
Bằng: Badhon, Ariful Islam Mahmud, et al.
Được phát hành: (2022)

A comparative study of lung cancer prediction using deep learning
Bằng: Mugdho, Aka Mohammad, et al.
Được phát hành: (2023)

Citrus leaf disease detection by image processing
Bằng: Chowdhury, Mahir Faisal, et al.
Được phát hành: (2024)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
Bằng: Choudhury, Prionto Kumar, et al.
Được phát hành: (2024)

Violent activity detection through surveillance camera using deep learning
Bằng: Miah, Parvez, et al.
Được phát hành: (2023)

Optical flow based violence detection from video footage using hybrid MobileNet and Bi-LSTM
Bằng: Haque, Tashfia, et al.
Được phát hành: (2024)

A modern technique to detect potholes by Computer Vision and Deep Learning
Bằng: Saif, Muntasir Mahmud, et al.
Được phát hành: (2023)

RetinalNet-500: a newly developed CNN model for eye disease detection
Bằng: Toki, Sadikul Alim, et al.
Được phát hành: (2023)

Diabetic retinopathy detection and classification by using deep learning
Bằng: Hossain, Shahriar, et al.
Được phát hành: (2022)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
Bằng: Khisa, Pushpakali, et al.
Được phát hành: (2024)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
Bằng: Shahriar, Hasan, et al.
Được phát hành: (2022)

Automated overtaking assistance system: a real-time approach using deep learning techniques
Bằng: Moonjarin, Musarrat, et al.
Được phát hành: (2023)

Classification of peripheral blood cell images using deep learning
Bằng: Aadi, Oyshik Ahmed, et al.
Được phát hành: (2024)

An efficient deep learning approach to detect skin Cancer
Bằng: Islam, Ashfaqul, et al.
Được phát hành: (2022)

Application of CNN based architectures in detection of distracted drivers
Bằng: Arafin, Irfana, et al.
Được phát hành: (2023)

Damaged road detection using Image Processing and Deep Learning
Bằng: Swadesh, Shimran Mahbub, et al.
Được phát hành: (2022)

Skin disease detection and classification using deep learning
Bằng: Shuvon, Mehedi Hasan, et al.
Được phát hành: (2022)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
Bằng: Rayhan, Mohammad, et al.
Được phát hành: (2020)

An interpretable transformer based approach to classify Malaria from blood cell images
Bằng: Islam, Mehafuza, et al.
Được phát hành: (2023)

Facial expression recognition: convolutional attentional masking network and ensemble approach
Bằng: Kowsar, Ibna, et al.
Được phát hành: (2021)

Corn leaf disease detection using deep convolution neural network
Bằng: Rabbi, Rawhatur, et al.
Được phát hành: (2023)

Image processing based human detection and social distancing measurements with monitoring via fine tuned deep learning and computer vision
Bằng: Datta, Anurag, et al.
Được phát hành: (2022)

EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
Bằng: Mim, Ankhi Akter, et al.
Được phát hành: (2024)

Predicting crime using deep learning
Bằng: Shihab, Muhammad Nafees, et al.
Được phát hành: (2024)

Sentiment analysis on Bangladesh airlines review data using machine learning
Bằng: Hasib, Khan Md.
Được phát hành: (2022)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
Bằng: Toufique, S.M, et al.
Được phát hành: (2024)

Thoracic complication detection on chest X-rays using deep learning
Bằng: Ratul, Rizwanul Hoque, et al.
Được phát hành: (2021)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
Bằng: Reza, S. M. Mushfiq, et al.
Được phát hành: (2024)