Lung cancer detection and classification using machine learning

Lung cancer detection and classification using machine learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.

Manylion Llyfryddiaeth
Prif Awduron:	Arefin, Mahbubul, Hekim, Md. Lokman, Farjana, Afia, Bala, Nisarga
Awduron Eraill:	Rasel, Annajiat Alim
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	Lung cancer detection Prediction CNN CT scan Machine learning Cancer > Diagnosis > Data processing
Mynediad Ar-lein:	http://hdl.handle.net/10361/21920

Eitemau Tebyg

Molecules associated with the development of lung cancer
gan: Rahman, Adree, et al.
Cyhoeddwyd: (2023)

Deep 3D convolutional neural network in early detection of Lung cancer
gan: Hossain, Khandoker Jobayer, et al.
Cyhoeddwyd: (2019)

Protein biomarkers for Lung Cancer: a bioinformatic approach
gan: Jeba, Joynob
Cyhoeddwyd: (2017)

A review on targeted therapies for lung cancer
gan: Ashraf, Anushey
Cyhoeddwyd: (2023)

Potential of liposomes for the treatment of lung cancer- a review
gan: Mim, Shanzida
Cyhoeddwyd: (2023)

A review on recent advances in drugs for lung cancer treatment
gan: Noor, Fouzia
Cyhoeddwyd: (2024)

A cross-sectional study on risk factors, symptoms, treatment and management strategies of lung cancer in a tertiary care cancer hospital of Bangladesh
gan: Pial, Sazia Afrin
Cyhoeddwyd: (2018)

Immunotherapy in the Management of Lung Cancer
gan: Tasnim, Humayra
Cyhoeddwyd: (2022)

Recent advancement on breast cancer detection and treatment
gan: Rahman, Sanjida
Cyhoeddwyd: (2023)

A case study of lung cancer patients in term of various risk factors in context of Bangladesh
gan: Shabnam, Musharrat
Cyhoeddwyd: (2018)

Impact of treatment size and therapy type in phase II clinical trials of non-small cell lung cancer
gan: Rahman, Tasnim
Cyhoeddwyd: (2024)

Efficacy analysis and prediction in phase II clinical trials of non-small cell Lung Cancer
gan: Hoque, Ismoth Ara
Cyhoeddwyd: (2024)

Recent developments in the Adeno-Associated Viral Gene Therapy for Non-Small Cell Lung Cancer during the past 20 years
gan: Razna, Amrin Islam
Cyhoeddwyd: (2019)

Effect of performance status on efficacy endpoints in phase II trials of non-small cell lung cancer
gan: Paul, Pulock
Cyhoeddwyd: (2024)

Targeted treatment in patients with non-small cell lung cancer: Use of Bevacizumab and its Biosimilars
gan: Tania, Umme
Cyhoeddwyd: (2023)

Point-of care diagnostic devices in cancer detection
gan: Yasmin, Rizwana
Cyhoeddwyd: (2022)

Efficacy analysis of tyrosine kinase inhibitor combinations in phase II clinical trials of non-small cell lung cancer
gan: Flora, Sanzida Alam
Cyhoeddwyd: (2024)

Bioinformatics analyses of key regulators of NF-κB pathway in relation with small cell lung carcinoma
gan: Zangmo, Thinley
Cyhoeddwyd: (2024)

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

Computational insights into molecular docking strategies for non-small cell lung cancer drug discovery
gan: Das, Reshita
Cyhoeddwyd: (2024)

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

An overview of the clinical management and challenges of treatments for the patients diagnosed with COVID-19 and lung carcinoma
gan: Bristy, Israt Zerin
Cyhoeddwyd: (2021)

Score based risk assessment of lung cancer and its evaluation for Bangladeshi people
gan: Mukti, Roushney Fatima, et al.
Cyhoeddwyd: (2016)

Comparative analysis and machine learning predictions of cervical cancer incidence: a multi-national study
gan: Faisal, Shah
Cyhoeddwyd: (2024)

Skin cancer classification for seven types of skin lesions
gan: Rahman, Md. Tawsifur, et al.
Cyhoeddwyd: (2024)

Statistics and informatics in molecular cancer research

Detection of skin cancer using Convolutional neural network
gan: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, et al.
Cyhoeddwyd: (2020)

Cervical Cancer Detection from Cervix Image Using Pap smear Imaging through CNN
gan: Bhuiyan, Mazedul Haque, et al.
Cyhoeddwyd: (2021)

Lung cancer immunosuppression and therapeutic targeting of myeloid- derived suppressor cells
gan: Nandy, Aditi
Cyhoeddwyd: (2022)

Cancer detection using image processing techniques based on cell counting, cell area measurement and clump detection
gan: Pavel, Monirul Islam, et al.
Cyhoeddwyd: (2018)

Cancer risk factors: a critical review
gan: Tabassum, Tahsina
Cyhoeddwyd: (2017)

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

Cancer classification using deep learning from medical image data
gan: Monir, Raiyan Janik, et al.
Cyhoeddwyd: (2022)

Survey on patients undergoing treatments for cervical, endometrial and ovarian cancer
gan: Nawar, Anika
Cyhoeddwyd: (2019)

Epigenetic therapy in cancer
gan: Abid, Md. Shadman Ridwan
Cyhoeddwyd: (2021)

A comparative analysis of deep learning and hybrid models to diagnose multi-class skin cancer
gan: Nawrin, Ishrat Nur, et al.
Cyhoeddwyd: (2023)

Role of statins as antagonists of SPARC in gastric cancer
gan: Shahmat, Rad
Cyhoeddwyd: (2019)

Early detection of cervical cancer using deep neural networks
gan: Akhund, Atoshi, et al.
Cyhoeddwyd: (2023)

Pooled analysis of response rate and overall survival of Tyrosine Kinase inhibitor combinations in phase II clinical trials of non-small cell lung cancer
gan: Karim, Samia Binte
Cyhoeddwyd: (2024)

X-Ray (2D) and CT-scanned (3D) image matching for person identification
gan: Hossain, Khondker Fariha, et al.
Cyhoeddwyd: (2018)