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.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Arefin, Mahbubul, Hekim, Md. Lokman, Farjana, Afia, Bala, Nisarga
Rannpháirtithe:	Rasel, Annajiat Alim
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2023
Ábhair:	Lung cancer detection Prediction CNN CT scan Machine learning Cancer > Diagnosis > Data processing
Rochtain ar líne:	http://hdl.handle.net/10361/21920

Míreanna comhchosúla

Molecules associated with the development of lung cancer
de réir: Rahman, Adree, et al.
Foilsithe / Cruthaithe: (2023)

Deep 3D convolutional neural network in early detection of Lung cancer
de réir: Hossain, Khandoker Jobayer, et al.
Foilsithe / Cruthaithe: (2019)

Protein biomarkers for Lung Cancer: a bioinformatic approach
de réir: Jeba, Joynob
Foilsithe / Cruthaithe: (2017)

A review on targeted therapies for lung cancer
de réir: Ashraf, Anushey
Foilsithe / Cruthaithe: (2023)

Potential of liposomes for the treatment of lung cancer- a review
de réir: Mim, Shanzida
Foilsithe / Cruthaithe: (2023)

A review on recent advances in drugs for lung cancer treatment
de réir: Noor, Fouzia
Foilsithe / Cruthaithe: (2024)

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

Immunotherapy in the Management of Lung Cancer
de réir: Tasnim, Humayra
Foilsithe / Cruthaithe: (2022)

Recent advancement on breast cancer detection and treatment
de réir: Rahman, Sanjida
Foilsithe / Cruthaithe: (2023)

A case study of lung cancer patients in term of various risk factors in context of Bangladesh
de réir: Shabnam, Musharrat
Foilsithe / Cruthaithe: (2018)

Impact of treatment size and therapy type in phase II clinical trials of non-small cell lung cancer
de réir: Rahman, Tasnim
Foilsithe / Cruthaithe: (2024)

Efficacy analysis and prediction in phase II clinical trials of non-small cell Lung Cancer
de réir: Hoque, Ismoth Ara
Foilsithe / Cruthaithe: (2024)

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

Effect of performance status on efficacy endpoints in phase II trials of non-small cell lung cancer
de réir: Paul, Pulock
Foilsithe / Cruthaithe: (2024)

Targeted treatment in patients with non-small cell lung cancer: Use of Bevacizumab and its Biosimilars
de réir: Tania, Umme
Foilsithe / Cruthaithe: (2023)

Point-of care diagnostic devices in cancer detection
de réir: Yasmin, Rizwana
Foilsithe / Cruthaithe: (2022)

Efficacy analysis of tyrosine kinase inhibitor combinations in phase II clinical trials of non-small cell lung cancer
de réir: Flora, Sanzida Alam
Foilsithe / Cruthaithe: (2024)

Bioinformatics analyses of key regulators of NF-κB pathway in relation with small cell lung carcinoma
de réir: Zangmo, Thinley
Foilsithe / Cruthaithe: (2024)

Machine learning as an indicator for breast cancer prediction
de réir: Shadman, Tahsin Mohammed, et al.
Foilsithe / Cruthaithe: (2019)

Computational insights into molecular docking strategies for non-small cell lung cancer drug discovery
de réir: Das, Reshita
Foilsithe / Cruthaithe: (2024)

Early detection of breast cancer using machine learning
de réir: Fuad, Wasi Mohammad
Foilsithe / Cruthaithe: (2019)

An overview of the clinical management and challenges of treatments for the patients diagnosed with COVID-19 and lung carcinoma
de réir: Bristy, Israt Zerin
Foilsithe / Cruthaithe: (2021)

Score based risk assessment of lung cancer and its evaluation for Bangladeshi people
de réir: Mukti, Roushney Fatima, et al.
Foilsithe / Cruthaithe: (2016)

Comparative analysis and machine learning predictions of cervical cancer incidence: a multi-national study
de réir: Faisal, Shah
Foilsithe / Cruthaithe: (2024)

Skin cancer classification for seven types of skin lesions
de réir: Rahman, Md. Tawsifur, et al.
Foilsithe / Cruthaithe: (2024)

Statistics and informatics in molecular cancer research

Detection of skin cancer using Convolutional neural network
de réir: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, et al.
Foilsithe / Cruthaithe: (2020)

Cervical Cancer Detection from Cervix Image Using Pap smear Imaging through CNN
de réir: Bhuiyan, Mazedul Haque, et al.
Foilsithe / Cruthaithe: (2021)

Lung cancer immunosuppression and therapeutic targeting of myeloid- derived suppressor cells
de réir: Nandy, Aditi
Foilsithe / Cruthaithe: (2022)

Cancer detection using image processing techniques based on cell counting, cell area measurement and clump detection
de réir: Pavel, Monirul Islam, et al.
Foilsithe / Cruthaithe: (2018)

Cancer risk factors: a critical review
de réir: Tabassum, Tahsina
Foilsithe / Cruthaithe: (2017)

Breast cancer prediction using different machine learning models
de réir: Khandker Al- Muhaimin, et al.
Foilsithe / Cruthaithe: (2020)

Cancer classification using deep learning from medical image data
de réir: Monir, Raiyan Janik, et al.
Foilsithe / Cruthaithe: (2022)

Survey on patients undergoing treatments for cervical, endometrial and ovarian cancer
de réir: Nawar, Anika
Foilsithe / Cruthaithe: (2019)

Epigenetic therapy in cancer
de réir: Abid, Md. Shadman Ridwan
Foilsithe / Cruthaithe: (2021)

A comparative analysis of deep learning and hybrid models to diagnose multi-class skin cancer
de réir: Nawrin, Ishrat Nur, et al.
Foilsithe / Cruthaithe: (2023)

Role of statins as antagonists of SPARC in gastric cancer
de réir: Shahmat, Rad
Foilsithe / Cruthaithe: (2019)

Early detection of cervical cancer using deep neural networks
de réir: Akhund, Atoshi, et al.
Foilsithe / Cruthaithe: (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
de réir: Karim, Samia Binte
Foilsithe / Cruthaithe: (2024)

X-Ray (2D) and CT-scanned (3D) image matching for person identification
de réir: Hossain, Khondker Fariha, et al.
Foilsithe / Cruthaithe: (2018)