An efficient deep learning approach to detect COVID-19 infected lungs using image data

An efficient deep learning approach to detect COVID-19 infected lungs using image data

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

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Kabir, Asif Rezwan, Roy, Shutirtha, Zerin, Nusrat, Afrin, Sheikh Sharia, Choudhury, Anika Jahan
Άλλοι συγγραφείς:	Alam, Md. Ashraful
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2022
Θέματα:	Covid-19 CNN Supervised learning X-ray image Tensorflow Neural networks (Computer science)
Διαθέσιμο Online:	http://hdl.handle.net/10361/16785

Παρόμοια τεκμήρια

Crystals, x-rays and proteins
ανά: Sherwood, Dennis

Thoracic complication detection on chest X-rays using deep learning
ανά: Ratul, Rizwanul Hoque, κ.ά.
Έκδοση: (2021)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
ανά: Sagor, Mostofa Kamal, κ.ά.
Έκδοση: (2021)

Elements of x-ray diffraction /
ανά: Cullity, B. D. (Bernard Dennis)
Έκδοση: (2002)

Utilizing deep learning architectures for early detection of lung diseases in chest X-ray images
ανά: Ahmed, Sarder Tanvir, κ.ά.
Έκδοση: (2024)

Comparative study of X-ray and CT scan images for the detection of COVID-19 using deep learning
ανά: Niloy, Ahashan Habib, κ.ά.
Έκδοση: (2021)

X-Ray studies and magnetic properties of Ni-Cu-Zn ferrite
ανά: Rahman, M. L., κ.ά.
Έκδοση: (2011)

Deep neural network models for COVID-19 diagnosis from CT-Scan, explainability and analysis using trained models
ανά: Islam, Tahsin, κ.ά.
Έκδοση: (2021)

Semantic segmentation with attention dense U-net for lung extraction from X-ray images
ανά: Auvy, Akib Al Mahmud, κ.ά.
Έκδοση: (2023)

System of linear equations in Computed Tomography (CT)
ανά: Rahman, A.F.M. Azmain Musfiq
Έκδοση: (2018)

Predicting crime using deep learning
ανά: Shihab, Muhammad Nafees, κ.ά.
Έκδοση: (2024)

X-Ray classification to detect COVID-19 using ensemble model
ανά: Solaiman, Ishmam Ahmed, κ.ά.
Έκδοση: (2021)

A new approach for processing X-ray data for detecting mini-halos in galaxy clusters
ανά: Jafar, Zareef, κ.ά.
Έκδοση: (2021)

Detection of common thorax diseases from X-Ray images using a fusion of transfer and statistical learning method
ανά: Rafi, Ahmad Abdur, κ.ά.
Έκδοση: (2023)

Demystify the blackbox model of automated detection of lung and kidney diseases from X-ray and CT radiographs
ανά: Islam, Md. Nazmul
Έκδοση: (2023)

X-Ray (2D) and CT-scanned (3D) image matching for person identification
ανά: Hossain, Khondker Fariha, κ.ά.
Έκδοση: (2018)

Simulation of high energy cosmic ray showers using CORSIKA
ανά: Salam, Mohammed Shadman
Έκδοση: (2017)

Deep learning-based waste classification system for efficient waste management
ανά: Nakib, Abdullah Al, κ.ά.
Έκδοση: (2022)

Covid-19 infected lung detection using machine learning
ανά: Islam, Md. Muntaha, κ.ά.
Έκδοση: (2022)

Smart surveillance system for identifying bikers without helmets using deep learning
ανά: Hossain, MD. Iqbal, κ.ά.
Έκδοση: (2020)

A deep learning approach for pneumonia classiﬁcation from chest X-Ray images with ensemble modelling and explainable AI
ανά: Akhter, Nasrin
Έκδοση: (2023)

Detection of pneumonia from chest X-ray images using machine learning
ανά: Priya, Afsana Rahman, κ.ά.
Έκδοση: (2023)

Supervision in thought and action /
ανά: Lucio, William H.
Έκδοση: (1979)

Why employees don't do what they're supposed to do and what to do about it /
ανά: Fournies, Ferdinand F.
Έκδοση: (1988)

Deep Learning based Bangla Voice to Braille Character Conversion System
ανά: Iqbal, Syed Bayes, κ.ά.
Έκδοση: (2022)

Skin disease detection and classification using deep learning
ανά: Shuvon, Mehedi Hasan, κ.ά.
Έκδοση: (2022)

Excellence in supervision : essential skills for the new supervisor /
ανά: Conlow, Rick
Έκδοση: (2004)

তত্ত্বাবধান ও তত্ত্বাবধায়ক /
ανά: খান, মিসবাহউদ্দিন

Why employees don't do what they're supposed to do and what to do about it /
ανά: Fournies, Ferdinand F.
Έκδοση: (1988)

Speech emotion detection using supervised, unsupervised and feature selection algorithms
ανά: Rifat, Abu Nuraiya Mahfuza Yesmin, κ.ά.
Έκδοση: (2019)

Identifying brain abnormalities using image processing and CNN models
ανά: Talukder, Ismat Shehrin, κ.ά.
Έκδοση: (2021)

আত্নচরিত /
ανά: রায়, প্রফুল্লচন্দ্র

প্রফুল্লচন্দ্র /
ανά: ঘোষ, জয়দীপ

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
ανά: Arafat, Sheikh Mohammad, κ.ά.
Έκδοση: (2021)

Point of care detection of anemia in non-invasive manner by using image processing and convolutional neural network with mobile devices
ανά: Rahman, Md. Nafis Nakib, κ.ά.
Έκδοση: (2021)

Lung cancer detection and classification using machine learning
ανά: Arefin, Mahbubul, κ.ά.
Έκδοση: (2023)

An introduction to basic supervision of people /
ανά: Burby, Raymond J., 1916-
Έκδοση: (1966)

Introduction to creative supervision /
ανά: Burby, Raymond J., 1916-
Έκδοση: (1980)

Supervisor's survival kit : your first step into management /
ανά: Chapman, Elwood N.
Έκδοση: (1993)

A new tool to measure approaches to supervision from the perspective of community health workers: A prospective, longitudinal, validation study in seven countries
ανά: Vallières, Frédérique, κ.ά.
Έκδοση: (2022)