Point of care detection of anemia in non-invasive manner by using image processing and convolutional neural network with mobile devices

Point of care detection of anemia in non-invasive manner by using image processing and convolutional neural network with mobile devices

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2020.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Rahman, Md. Nafis Nakib, Sadik, Saif Abdullah, Biswas, Anindya, Tazul, Ratul Bin
Rannpháirtithe:	Alam, Golam Rabiul
Formáid:	Tráchtas
Teanga:	en_US
Foilsithe / Cruthaithe:	Brac University 2021
Ábhair:	Anemia Point of Care Image Processing Non-Invasive Python OpenCV TensorFlow Keras
Rochtain ar líne:	http://hdl.handle.net/10361/14465

Míreanna comhchosúla

OpenCV 2 computer vision application programming cookbook : over 50 recipes to master this library of programming functions for real-time computer vision /
de réir: Laganière,R
Foilsithe / Cruthaithe: (2011)

License plate recognition
de réir: Chowdhury, Mohammed Abrar Ahasan, et al.
Foilsithe / Cruthaithe: (2023)

Football offside tracking
de réir: Mitu, Ishrat Jahan, et al.
Foilsithe / Cruthaithe: (2023)

Anomalous behavior detection using Spatio temporal Feature and 3D CNN model for Surveillance
de réir: Nahar, Jannatun, et al.
Foilsithe / Cruthaithe: (2022)

Computer vision based skin disease detection using machine learning
de réir: Jayeb, Ahmad Wasiq, et al.
Foilsithe / Cruthaithe: (2023)

Monitoring driver awareness through eye tracking
de réir: Chowdhury, Faiaz Hossain, et al.
Foilsithe / Cruthaithe: (2021)

Anemia and iron deficiency during pregnancy in rural Bangladesh
de réir: Hyder, S.M. Ziauddin, et al.
Foilsithe / Cruthaithe: (2019)

Tensor calculus /
de réir: Synge, J. L. (John Lighton), 1897-
Foilsithe / Cruthaithe: (1949)

Assisting the visually impaired people using image processing
de réir: Rahman, Ferdousi, et al.
Foilsithe / Cruthaithe: (2018)

Bioinvasions and globalization

Life out of bounds : bioinvasion in a borderless world /
de réir: Bright, Chris
Foilsithe / Cruthaithe: (1998)

Image processing based human detection and social distancing measurements with monitoring via fine tuned deep learning and computer vision
de réir: Datta, Anurag, et al.
Foilsithe / Cruthaithe: (2022)

Real-time obscene scene nudity detection and blurring in a video clip
de réir: Rizwana, Jesima, et al.
Foilsithe / Cruthaithe: (2023)

A brief on tensor analysis /
de réir: Simmonds, James G.
Foilsithe / Cruthaithe: (1994)

Iron deficiency in Bangladeshi women and the available treatment options to recover it
de réir: Ahmed, Sourav
Foilsithe / Cruthaithe: (2023)

Exploring the applications of deep reinforcement learning and quantum variational circuit In quantum machine learning
de réir: Saha, Prashanta Kumar, et al.
Foilsithe / Cruthaithe: (2021)

Tensor analysis on manifolds /
de réir: Bishop, Richard L.
Foilsithe / Cruthaithe: (1980)

Preventing and controlling iron deficiency anaemia through primary health care : a guide for health administrators and programme managers /
de réir: DeMaeyer, E. M.
Foilsithe / Cruthaithe: (1989)

A student's guide to vectors and tensors /
de réir: Fleisch, Daniel A.
Foilsithe / Cruthaithe: (2012)

Prenatal and postnatal supplementation with lipid-based nutrient supplements reduces anemia and iron deficiency in 18-month-old Bangladeshi children: A cluster-randomized effectiveness trial
de réir: Matias, Susana L, et al.
Foilsithe / Cruthaithe: (2022)

The prevalence of of anaemia among males and females in rural Bangladesh /
de réir: Hyder, S. M. Ziauddin
Foilsithe / Cruthaithe: (1996)

Microsoft PowerPoint 2010 step by step /
de réir: Cox, Joyce
Foilsithe / Cruthaithe: (2011)

Diagnostic biomarkers of Parkinson’s disease: The present and the future
de réir: Ferdous, Labiba
Foilsithe / Cruthaithe: (2023)

An evaluation of the point of sale services provided by Dutch-Bangla Bank Limited
de réir: Imtiaz, Md. Khalek
Foilsithe / Cruthaithe: (2018)

The applications of data mining and machine learning in Bangladesh for disease pattern analysis and prediction
de réir: Mahmud, Mahmudul Hasan
Foilsithe / Cruthaithe: (2021)

Microsoft SharePoint Designer 2010 : step by step /
de réir: Coventry, Penelope
Foilsithe / Cruthaithe: (2011)

PowerPoint comprehensive : a professional approach /
de réir: Marple, Margaret
Foilsithe / Cruthaithe: (2002)

Analyzing CV/resume using natural language processing and machine learning
de réir: Reza, Md. Tanzim, et al.
Foilsithe / Cruthaithe: (2018)

Design of an arduino based Maximum Power Point Tracking (MPPT) solar charge controller
de réir: Dutta, Ananya, et al.
Foilsithe / Cruthaithe: (2016)

Erratum: Prenatal and postnatal supplementation with lipid-based nutrient supplements reduces anemia and iron deficiency in 18-month-old Bangladeshi children: A cluster-randomized effectiveness trial
de réir: Matias, Susana L, et al.
Foilsithe / Cruthaithe: (2022)

Anemia | Hindawi Limited

Anemia | Hindawi Limited

Skin disease detection and classification using deep learning
de réir: Shuvon, Mehedi Hasan, et al.
Foilsithe / Cruthaithe: (2022)

Groundwater and seepage /
de réir: Harr, Milton Edward, 1925-
Foilsithe / Cruthaithe: (1962)

Microsoft SharePoint Foundation 2010 : step by step /
de réir: Londer, Olga M.
Foilsithe / Cruthaithe: (2011)

A Manner of Being
de réir: Liontas

An efficient deep learning approach to detect COVID-19 infected lungs using image data
de réir: Kabir, Asif Rezwan, et al.
Foilsithe / Cruthaithe: (2022)

Trial effectiveness of daily and flexible administration of micronutrient sprinkles to control anaemia in young children in rural Bangladesh
de réir: Haseen, Farhana, et al.
Foilsithe / Cruthaithe: (2019)

Efficient cash flow management of British American Tobacco Bangladesh
de réir: Andaleeb, Sultana Shayera
Foilsithe / Cruthaithe: (2015)

Pocket Reference to Renal Anemia
de réir: Macdougall
Foilsithe / Cruthaithe: (2013)