Predicting COVID-19 disease outcome and post-recovery conditions using machine learning

Predicting COVID-19 disease outcome and post-recovery conditions using machine learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Manylion Llyfryddiaeth
Prif Awduron:	Sajid, Abul Kasem, Kabir, Fahim, Rahman, Hasibur, Kundu, Indronil, Zaman, Sheersho
Awduron Eraill:	Hossain, Muhammad Iqbal
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	Symptoms Machine Learning COVID-19 Prediction ICU Emergency Random Forrest KNN COVID-19 (Disease)
Mynediad Ar-lein:	http://hdl.handle.net/10361/15433

Eitemau Tebyg

Characterization and prevalence of Post-COVID symptoms among recovered patients in Bangladesh
gan: Sharmeen, Iffat Ara
Cyhoeddwyd: (2023)

A comprehensive look into the association of diabetes with COVID- 19
gan: Antora, Sabrina Islam
Cyhoeddwyd: (2023)

Determination of symptom association with COVID-19
gan: Mahbub -E- Sobhanee, S.M.
Cyhoeddwyd: (2022)

Clinical features & outcomes of hospitalized patients with Covid-19 in Dhaka: a single-centered cross-sectional descriptive study
gan: Sakib, KM Rashidul Islam
Cyhoeddwyd: (2024)

Follow-Up of practiced treatment regimens & health conditions of recovered patients of COVID-19 residing in Dhaka city: A survey-based descriptive cross-sectional study
gan: Khan, Tahsin Shahrin
Cyhoeddwyd: (2021)

Covid-19: A transnational observation
gan: Kabir, Nahid Afrose
Cyhoeddwyd: (2020)

Stock price prediction
gan: Das, Kaushik, et al.
Cyhoeddwyd: (2023)

Economic crisis prediction due to pandemic outbreak using machine learning
gan: Ahmed, Tanvir, et al.
Cyhoeddwyd: (2021)

Correlating lockdowns, mortality rates and air pollution: a deep learning imbued study of COVID-19
gan: Tabassum, Tahia, et al.
Cyhoeddwyd: (2021)

Impact of COVID on the customer orientation of KORD (BD) Limited
gan: Fahim, Mubtasim
Cyhoeddwyd: (2021)

COVID-19 : the great reset /
gan: Schwab, Klaus
Cyhoeddwyd: (2020)

Oxidative stress induced thrombosis and Hypercholesterolemic condition in COVID-19 infection
gan: Ahmed, Ashfaq
Cyhoeddwyd: (2022)

COVID-19: The next steps for the World
gan: Mridha, Malay Kanti
Cyhoeddwyd: (2022)

COVID-19’s Impact on Bangladesh Economy
gan: Siddiquee, Muhammad Shahadat Hossain, et al.
Cyhoeddwyd: (2022)

COVID-19 vaccination: Willingness and practice in Bangladesh
gan: Faruk, Avinno, et al.
Cyhoeddwyd: (2024)

The accessibility of Covid-19 vaccine toward commercialization using microneedles
gan: Isty, Fahim Istiak
Cyhoeddwyd: (2021)

Implication of COVID 19 on IT industry: focusing automation solutionz
gan: Karim, Rabita
Cyhoeddwyd: (2021)

An overview on Covid-19 and invention of its treatment by drugs
gan: Nawer, Anika
Cyhoeddwyd: (2022)

An assessment of knowledge and uptake of COVID-19 vaccine among the school going students at Cox Bazar in Bangladesh
gan: Das, Nikkon Ranjan
Cyhoeddwyd: (2023)

Experiences of volunteers as change agents for prevention of COVID-19 in Cox’s Bazaar, Bangladesh: an exploratory qualitative study
gan: Mariam, Warisha
Cyhoeddwyd: (2023)

Socio-Economic Impact Assessment of COVID-19 and Policy Implications for Bangladesh
gan: Rahman, Sultan Hafeez, et al.
Cyhoeddwyd: (2022)

Covid 19 pandemic is a prominent Global Crisis: Review of the Literature
gan: Zaman, Farzana, et al.
Cyhoeddwyd: (2021)

A literature review on the efficacy of test kits for COVID-19
gan: Sajid, Saiara Sajita
Cyhoeddwyd: (2022)

Knowledge and practices regarding Covid-19 prevention among students of selected madrasas in Cox’s Bazar, Bangladesh
gan: Blasius, Camilla Megusa
Cyhoeddwyd: (2023)

Exploring the practice of alternative assessment during Covid-19 of Bangla Medium Secondary Level Teachers and students in Bangladesh
gan: Noor, Samia
Cyhoeddwyd: (2023)

Coping with Covid-19 in Bangladesh : Assessment of relief delivery /
Cyhoeddwyd: (2021)

Comparing knowledge and practice of Covid-19 vaccination between general school (Grade 6 to 9) and madrasa-going students (Grade 6 to 9 equivalent) at Cox’s Bazar, Bangladesh
gan: Neeher, Nishantika
Cyhoeddwyd: (2023)

Bangladesh and Covid-19: Reversals and resilience
gan: Rahman, Atiya, et al.
Cyhoeddwyd: (2024)

COVID-19 is aggravating antimicrobial resistance
gan: Rafiqullah, Iftekhar, et al.
Cyhoeddwyd: (2020)

COVID-19 and employment related adjustments : Findings from household survey in Bangladesh /
gan: Rahman, Mustafizur
Cyhoeddwyd: (2021)

Impacts of self-medication among students during COVID-19: a comprehensive review
gan: Mitra, Shovon
Cyhoeddwyd: (2021)

Economic impact of Covid-19 on Shadow International
gan: Mujjammil, Fattah E
Cyhoeddwyd: (2022)

A comparative analysis of attention abilities in post-covid and non-covid patients using Ace-III scale
gan: Anuva, Nayeema Jameel
Cyhoeddwyd: (2024)

Post Covid-19 health indications of Covid-19 patients
gan: Khan, Tanzim
Cyhoeddwyd: (2022)

COVID-19 related fake news detection model
gan: Shondhy, Sumaiya Islam, et al.
Cyhoeddwyd: (2021)

The impact of COVID-19 pandemic on small and medium enterprises in Bangladesh
gan: Islam, Asadul, et al.
Cyhoeddwyd: (2022)

Simple ways to alleviate antibiotic resistance amidst Covid-19
gan: Siddiqee, Mahbubul H., et al.
Cyhoeddwyd: (2020)

Red Tomato Restaurant: struggles of restaurants in the Covid-19 era
gan: Alam, Saif
Cyhoeddwyd: (2021)

Situation changed Covid 19! - How to retain and engage generation Y employees
gan: Rahman, Sanjida
Cyhoeddwyd: (2023)

Transdermal material construction in covid 19 vaccine delivery: a microneedle approach
gan: Chowdhury, Tasnia Farheen
Cyhoeddwyd: (2021)