Hypothesizing precise cancer treatments based on patient survival using machine learning & deep learning

Hypothesizing precise cancer treatments based on patient survival using machine learning & deep 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:	Sakib, Hasibul, Alok, Aditto Baidya, Huq, Fardin, Ullah, Shamsil Arafin, Ghosh, Riya
Rannpháirtithe:	Shakil, Arif
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2024
Ábhair:	SEER Data Machine learning Deep Learning Cancer Survivability Machine learning. Data mining. Cancer > Chemotherapy. Cancer > Radiotherapy.
Rochtain ar líne:	http://hdl.handle.net/10361/22713

Míreanna comhchosúla

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

Lung cancer detection and classification using machine learning
de réir: Arefin, Mahbubul, et al.
Foilsithe / Cruthaithe: (2023)

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)

Detection of acute Lymphocytic Leukemia (ALL) and its type by image processing and machine learning
de réir: Chowdhury, Himadri, et al.
Foilsithe / Cruthaithe: (2019)

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

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

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

Comparing effectiveness and safety of combination therapy for esophageal and gastro esophageal junction cancer: a comprehensive meta-analysis
de réir: Abir, Shifaty Nur
Foilsithe / Cruthaithe: (2024)

Pooled analysis of progression-free survival and overall survival in phase II clinical trials of breast cancer
de réir: Shobnam, Sohana
Foilsithe / Cruthaithe: (2024)

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

An efficient deep learning approach to detect skin Cancer
de réir: Islam, Ashfaqul, et al.
Foilsithe / Cruthaithe: (2022)

Prostate cancer detection using deep learning neural network with transfer learning approach
de réir: Badhon, Ariful Islam Mahmud, et al.
Foilsithe / Cruthaithe: (2022)

Clinical outcomes and safety comparison of gemcitabine plus cisplatin, capecitabine monotherapy, and gemcitabine plus oxaliplatin in the management of gallbladder carcinoma: a comprehensive meta-analysis
de réir: Rahman, Sanjida
Foilsithe / Cruthaithe: (2024)

Detection of fake identities on twitter using supervised machine learning
de réir: Rahman, MD. Takiur, et al.
Foilsithe / Cruthaithe: (2019)

A review of Breast Cancer risk factor assessment on women in developing countries, cancer drug resistance, and Breast Cancer treatment in Bangladesh
de réir: Raihan, Dilraj
Foilsithe / Cruthaithe: (2024)

A machine learning approach to detect depression and anxiety using supervised learning
de réir: Ullas, Md Tahmidur Rahman, et al.
Foilsithe / Cruthaithe: (2019)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
de réir: Rafat, Md. Tasbi, et al.
Foilsithe / Cruthaithe: (2023)

Statistics and informatics in molecular cancer research

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
de réir: Mubin, Kazi Ehsanul, et al.
Foilsithe / Cruthaithe: (2022)

An implementation and analysis of deep learning models for the detection of wheat diseases
de réir: Zubair, Ahmad, et al.
Foilsithe / Cruthaithe: (2024)

A Study of gainful employment of learners receiving skills training in the informal sector using Machine Learning
de réir: Raizan, Syed Ahsan, et al.
Foilsithe / Cruthaithe: (2021)

An examination of therapeutic synergy: a comprehensive meta-analysis comparing the efficacy of TAS-102 and FOLFOX as a combination therapy for colon cancer
de réir: Hasan, Amit
Foilsithe / Cruthaithe: (2024)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
de réir: Sakir, Adnan, et al.
Foilsithe / Cruthaithe: (2023)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
de réir: Ifty, Md. Hasin Sarwar, et al.
Foilsithe / Cruthaithe: (2024)

Predicting depression in Bangladeshi undergraduates using machine learning
de réir: Choudhury, Ahnaf Atef, et al.
Foilsithe / Cruthaithe: (2019)

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

Machine learning In breast cancer prognosis and prediction
de réir: Chowdhury, Shah Abul Hasnat, et al.
Foilsithe / Cruthaithe: (2023)

Heart disease prediction using machine learning algorithms
de réir: Ali, Musfiq, et al.
Foilsithe / Cruthaithe: (2019)

Machine learning and statistics : the interface /
Foilsithe / Cruthaithe: (1997)

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

An efficient deep learning approach to classify white blood cells
de réir: Turja, Afif Ibna Kadir Khan, et al.
Foilsithe / Cruthaithe: (2024)

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

Public vehicle ETA system using machine learning
de réir: Kabir, Md. Miraz, et al.
Foilsithe / Cruthaithe: (2018)

Predicting depression in Bangladeshi undergraduates using machine learning
de réir: Choudhury, Ahnaf Atef, et al.
Foilsithe / Cruthaithe: (2019)

Document template identification and data extraction using machine learning and deep learning approach
de réir: Roy, Kaushik, et al.
Foilsithe / Cruthaithe: (2024)

Flood prediction using ensemble machine learning models
de réir: Rahman, Tanvir
Foilsithe / Cruthaithe: (2024)

Alumni opportunities using machine learning
de réir: Siaum, Arshif Sharlimin, et al.
Foilsithe / Cruthaithe: (2019)

Analysis of the impact of online education using EEG signals and machine learning algorithms
de réir: Hoque, Ehsanul, et al.
Foilsithe / Cruthaithe: (2021)

Start up business solution using machine learning
de réir: Sohan, Saad Ahmed, et al.
Foilsithe / Cruthaithe: (2018)

Impact of machine learning and deep learning on biomedical applications and healthcare industry
de réir: Kabir, Md Saif, et al.
Foilsithe / Cruthaithe: (2024)