Early detection of chronic kidney disease using machine learning

Early detection of chronic kidney disease using machine learning

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

Manylion Llyfryddiaeth
Prif Awduron:	Abrar, Tahmid, Tasnim, Samiha, Hossain, Md. Mehrab
Awduron Eraill:	Alam, Md Ashraful
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2019
Pynciau:	Chorionic kidney disease XGBoost Support Vector Regressor (SVR) Logistic Regressor (LR) AdaBoost Gradient Boosting Tree and Decision Tree Regressor Machine learning
Mynediad Ar-lein:	http://hdl.handle.net/10361/12817

Eitemau Tebyg

Unleashing potential: a data-driven exploration of identifying player potentialities through advanced analytics in sports
gan: Bhowmik, Prashanta, et al.
Cyhoeddwyd: (2024)

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

Heart disease prediction using techniques of classification in machine learning
gan: Afrose, Sadia, et al.
Cyhoeddwyd: (2021)

Detecting online recruitment fraud by using machine learning
gan: Ghosh, Gitanjali, et al.
Cyhoeddwyd: (2021)

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

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

Sentiment analysis for Bengali newspaper headlines
gan: Hossain, Mohammad Samman, et al.
Cyhoeddwyd: (2017)

Prediction of bipolar disorder from mental episodes using machine learning approach
gan: Tasmeem, Sumaiya, et al.
Cyhoeddwyd: (2023)

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

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

Prediction on large scale data using extreme gradient boosting
gan: Sawon, Md.Tariq Hasan, et al.
Cyhoeddwyd: (2016)

Explainable breast cancer detection from Histopathology images using transfer learning and XAI
gan: Farabi, Farhan, et al.
Cyhoeddwyd: (2023)

Predicting stock market movement using sentiment analysis of twitter feed
gan: Chakraborty, Pranjal, et al.
Cyhoeddwyd: (2017)

Forecasting bitcoin price considering macro economic factors and media influence using bidirectional LSTM and random forest regressor as ensemble model
gan: Ghose, Swattic, et al.
Cyhoeddwyd: (2023)

Avoid a Fall or Fly Again : Turning Points of State Fragility /
gan: Akanbi, Olusegun Ayodele
Cyhoeddwyd: (2021)

Predicting the length of stay in a hospital for a particular disease using machine learning algorithms
gan: Imam, Saif
Cyhoeddwyd: (2021)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
gan: Turjo, Aquib Abtahi, et al.
Cyhoeddwyd: (2021)

Performance analysis of machine learning classi ers for detecting PE malware
gan: Azmee, ABM.Adnan, et al.
Cyhoeddwyd: (2020)

Finding habitable exo planets using boosting algorithm
gan: Rahman, Md. Mashfiq, et al.
Cyhoeddwyd: (2020)

Into the heart of Bangla speech: advancing speech sentiment recognition with semi-supervised multimodal machine learning model leveraging an iterative SHAP-based feature selection
gan: Shruti, Abanti Chakraborty
Cyhoeddwyd: (2024)

Building a credit scoring model to assign a reference score based on credit transaction and relevant profile data
gan: Islam, Saqib Al, et al.
Cyhoeddwyd: (2020)

Credit card fraud detection using machine learning techniques
gan: Kabir, Tasmia, et al.
Cyhoeddwyd: (2021)

Speech emotion detection using supervised, unsupervised and feature selection algorithms
gan: Rifat, Abu Nuraiya Mahfuza Yesmin, et al.
Cyhoeddwyd: (2019)

Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
gan: Tasnim, Anika, et al.
Cyhoeddwyd: (2022)

Where will you setup your business next?: a machine learning approach to suggest ideal geographical location for new restaurant establishment
gan: Shihab, Ibne Farabi, et al.
Cyhoeddwyd: (2018)

In-hospital outcome of Diabetes patients with Chronic Kidney Disease
gan: Kabir, Sabrina
Cyhoeddwyd: (2021)

Prevalence of chronic kidney disease in South Asia: A systematic review
gan: Hasan, Mehedi, et al.
Cyhoeddwyd: (2022)

Prediction and detection in change of cognitive load for VIP’s by a machine learning approach
gan: Rahman, Fahim, et al.
Cyhoeddwyd: (2021)

Amazon product reviews sentiment analysis using supervised learning algorithms
gan: Hawladar, Mohibullah, et al.
Cyhoeddwyd: (2021)

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

Chronic kidney disease detection using ensemble classi ers and feature set reduction
gan: Shawan, Naveed Rahman, et al.
Cyhoeddwyd: (2019)

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

Working process of Trump Tree digital
gan: Jaman, Romanur
Cyhoeddwyd: (2017)

Forest farming : towards a solution to problems of world hunger and conservation /
gan: Sholto Douglas, James, 1920-
Cyhoeddwyd: (1984)

Tropical and subtropical trees : a world wide encyclopediac guid /
gan: Barwick, Margaret
Cyhoeddwyd: (2004)

Bank loan prediction using machine learning
gan: Mahottam, Parthosarothi, et al.
Cyhoeddwyd: (2023)

Exploring machine learning techniques for symptom-based detection of livestock diseases
gan: Niloy, Mahir Ahmed, et al.
Cyhoeddwyd: (2024)

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

Comparative study of toxic comments classification using machine learning algorithms
gan: Razzak, Razia, et al.
Cyhoeddwyd: (2021)

শ্যামলী নিসর্গ : ঢাকার সুদর্শন বৃক্ষ /
gan: শর্মা, দ্বিজেন