Best feature selection and data visualization for breast cancer prediction

Best feature selection and data visualization for breast cancer prediction

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2019.

Bibliografiska uppgifter
Huvudupphovsmän:	Hemel, Tanjim Ahmed, Parvez, Rohan
Övriga upphovsmän:	Mobin, Md. Iftekharul
Materialtyp:	Lärdomsprov
Språk:	English
Publicerad:	Brac University 2020
Ämnen:	Computer aided diagnosis Convolutional neural network Support vector machine Breast cancer detection Logistic regression Random forest K-Nearest neighbours Naive bayes PCA FNA Artifcial neural network
Länkar:	http://hdl.handle.net/10361/13628

Liknande verk

Intrusion of Malware (DDoS) detection in IoT devices using Machine Learning on Cyberspace
av: Al Amin, Istiak, et al.
Publicerad: (2022)

A feature selection approach to determine obesity using machine learning method
av: Antor, Shahidul Alam, et al.
Publicerad: (2021)

Early detection of breast cancer using machine learning
av: Fuad, Wasi Mohammad
Publicerad: (2019)

Emotion detection using EEG signals
av: Hossain, Mohammad Adnan
Publicerad: (2021)

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
av: Saad-Ul-Kabir, Syed, et al.
Publicerad: (2021)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
av: Rahee, Arnob, et al.
Publicerad: (2021)

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
av: Sarkar, Ripa, et al.
Publicerad: (2024)

Identification of childhood leukemia using deep learning
av: Tultul, Farana Naz
Publicerad: (2018)

Cardiovascular disease prediction model using Machine Learning Algorithm
av: Arefin Mirdha, MD Shamsul
Publicerad: (2023)

Performance analysis of machine learning algorithms for Malware classification
av: Bushra, Raisa Hasan, et al.
Publicerad: (2023)

Effectiveness of data mining in predicting heart diseases
av: Afrin, Shahria, et al.
Publicerad: (2018)

A machine learning approach to predict young voter enthusiasm based on non-political factors
av: Rahman, Md. Nowroz Junaed, et al.
Publicerad: (2021)

Predicting brain age from EEG signals using machine learning and neural network
av: Pratanu, Abul Mushfique Muslah, et al.
Publicerad: (2023)

Assistive Guideline of Categorization for Competitive Programming Problems
av: Dhrubo, Najmus Sakib, et al.
Publicerad: (2021)

Recent advancement on breast cancer detection and treatment
av: Rahman, Sanjida
Publicerad: (2023)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
av: Alam, Auninda, et al.
Publicerad: (2021)

Automatic classified myocardial infarction detection using machine learning and forewarning system with location of the patient using GSM module
av: Shrestha, Soptorsi Paul, et al.
Publicerad: (2021)

Predicting subject area interest of a student using naive bayes
av: Hossain, Shakib
Publicerad: (2016)

Fighting depression: psychological approaches among Bangladeshi university students
av: Sen, Sanjib Kumar, et al.
Publicerad: (2022)

Breast cancer prediction using different machine learning models
av: Khandker Al- Muhaimin, et al.
Publicerad: (2020)

Data analysis on the Bangladesh share market using Machine-Learning
av: Sadman, Syed Hassan, et al.
Publicerad: (2021)

Estimating flood susceptibility of Bangladesh in the future year using machine learning
av: Alim, Sakib Bin, et al.
Publicerad: (2021)

Unveiling underlying patterns, drivers and anomalies in cryptocurrency price dynamics through feature fusion of financial indicators and sentiment fluctuations
av: Rabbi, Md. Nafis
Publicerad: (2024)

Prediction of diabetes induced complications using different machine learning algorithms
av: Rahman, Tahsinur, et al.
Publicerad: (2018)

Sentiment analysis to determine employee job satisfaction using machine learning techniques
av: Mouli, Nazifa, et al.
Publicerad: (2023)

Prediction of earthquakes: a step towards predicting the unpredictable
av: Chowdhury, Maheen, et al.
Publicerad: (2023)

Heart disease prediction system
av: Amit, Tayab Al Azad, et al.
Publicerad: (2022)

Breast cancer awareness seminars
av: Anwer Khan Modern Medical College
Publicerad: (2016)

An approach to detect epileptic seizure using XAI and machine learning
av: Bijoy, Emam Hasan, et al.
Publicerad: (2022)

A color vision approach considering Reflection Co efficient based on Autoencoder techniques using deep neural networks
av: Mahmud, Shakib Izaz, et al.
Publicerad: (2022)

Application of deep convolutional neural network in breast cancer prediction using Digital Mammograms
av: Al Mamun, Rafsan, et al.
Publicerad: (2022)

Parking data analysis
av: Ahamed, Kasfi, et al.
Publicerad: (2023)

Stock market prediction using ensemble learning
av: Rabbani, Rakin Bin, et al.
Publicerad: (2021)

Machine learning as an indicator for breast cancer prediction
av: Shadman, Tahsin Mohammed, et al.
Publicerad: (2019)

Flood prediction using machine learning models
av: Syeed, Miah Mohammad Asif, et al.
Publicerad: (2022)

The applications of data mining and machine learning in Bangladesh for disease pattern analysis and prediction
av: Mahmud, Mahmudul Hasan
Publicerad: (2021)

A machine learning approach to predict movie box-office success
av: Quader, Nahid, et al.
Publicerad: (2018)

Rating detection by reviews using ML and NLP towards mobile phone recommendation
av: Sarker, Md Wafi, et al.
Publicerad: (2023)

Targeted therapeutic options in the treatment of Breast Cancer
av: Alam, Kazi Tasnuva
Publicerad: (2022)

Natural products and their combinatory effects in breast cancer treatment
av: Siddique, Md. Ayman
Publicerad: (2021)