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.

ग्रंथसूची विवरण
मुख्य लेखकों:	Sakib, Hasibul, Alok, Aditto Baidya, Huq, Fardin, Ullah, Shamsil Arafin, Ghosh, Riya
अन्य लेखक:	Shakil, Arif
स्वरूप:	थीसिस
भाषा:	English
प्रकाशित:	Brac University 2024
विषय:	SEER Data Machine learning Deep Learning Cancer Survivability Machine learning. Data mining. Cancer > Chemotherapy. Cancer > Radiotherapy.
ऑनलाइन पहुंच:	http://hdl.handle.net/10361/22713

समान संसाधन

Machine learning as an indicator for breast cancer prediction
द्वारा: Shadman, Tahsin Mohammed, और अन्य
प्रकाशित: (2019)

Lung cancer detection and classification using machine learning
द्वारा: Arefin, Mahbubul, और अन्य
प्रकाशित: (2023)

A comparative analysis of deep learning and hybrid models to diagnose multi-class skin cancer
द्वारा: Nawrin, Ishrat Nur, और अन्य
प्रकाशित: (2023)

Detection of acute Lymphocytic Leukemia (ALL) and its type by image processing and machine learning
द्वारा: Chowdhury, Himadri, और अन्य
प्रकाशित: (2019)

Breast cancer prediction using different machine learning models
द्वारा: Khandker Al- Muhaimin, और अन्य
प्रकाशित: (2020)

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

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

Comparing effectiveness and safety of combination therapy for esophageal and gastro esophageal junction cancer: a comprehensive meta-analysis
द्वारा: Abir, Shifaty Nur
प्रकाशित: (2024)

Pooled analysis of progression-free survival and overall survival in phase II clinical trials of breast cancer
द्वारा: Shobnam, Sohana
प्रकाशित: (2024)

Cancer classification using deep learning from medical image data
द्वारा: Monir, Raiyan Janik, और अन्य
प्रकाशित: (2022)

An efficient deep learning approach to detect skin Cancer
द्वारा: Islam, Ashfaqul, और अन्य
प्रकाशित: (2022)

Prostate cancer detection using deep learning neural network with transfer learning approach
द्वारा: Badhon, Ariful Islam Mahmud, और अन्य
प्रकाशित: (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
द्वारा: Rahman, Sanjida
प्रकाशित: (2024)

Detection of fake identities on twitter using supervised machine learning
द्वारा: Rahman, MD. Takiur, और अन्य
प्रकाशित: (2019)

A review of Breast Cancer risk factor assessment on women in developing countries, cancer drug resistance, and Breast Cancer treatment in Bangladesh
द्वारा: Raihan, Dilraj
प्रकाशित: (2024)

A machine learning approach to detect depression and anxiety using supervised learning
द्वारा: Ullas, Md Tahmidur Rahman, और अन्य
प्रकाशित: (2019)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
द्वारा: Rafat, Md. Tasbi, और अन्य
प्रकाशित: (2023)

Statistics and informatics in molecular cancer research

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
द्वारा: Mubin, Kazi Ehsanul, और अन्य
प्रकाशित: (2022)

An implementation and analysis of deep learning models for the detection of wheat diseases
द्वारा: Zubair, Ahmad, और अन्य
प्रकाशित: (2024)

A Study of gainful employment of learners receiving skills training in the informal sector using Machine Learning
द्वारा: Raizan, Syed Ahsan, और अन्य
प्रकाशित: (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
द्वारा: Hasan, Amit
प्रकाशित: (2024)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
द्वारा: Sakir, Adnan, और अन्य
प्रकाशित: (2023)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
द्वारा: Ifty, Md. Hasin Sarwar, और अन्य
प्रकाशित: (2024)

Predicting depression in Bangladeshi undergraduates using machine learning
द्वारा: Choudhury, Ahnaf Atef, और अन्य
प्रकाशित: (2019)

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

Machine learning In breast cancer prognosis and prediction
द्वारा: Chowdhury, Shah Abul Hasnat, और अन्य
प्रकाशित: (2023)

Heart disease prediction using machine learning algorithms
द्वारा: Ali, Musfiq, और अन्य
प्रकाशित: (2019)

Machine learning and statistics : the interface /
प्रकाशित: (1997)

Cancer risk factors: a critical review
द्वारा: Tabassum, Tahsina
प्रकाशित: (2017)

An efficient deep learning approach to classify white blood cells
द्वारा: Turja, Afif Ibna Kadir Khan, और अन्य
प्रकाशित: (2024)

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

Public vehicle ETA system using machine learning
द्वारा: Kabir, Md. Miraz, और अन्य
प्रकाशित: (2018)

Predicting depression in Bangladeshi undergraduates using machine learning
द्वारा: Choudhury, Ahnaf Atef, और अन्य
प्रकाशित: (2019)

Document template identification and data extraction using machine learning and deep learning approach
द्वारा: Roy, Kaushik, और अन्य
प्रकाशित: (2024)

Flood prediction using ensemble machine learning models
द्वारा: Rahman, Tanvir
प्रकाशित: (2024)

Alumni opportunities using machine learning
द्वारा: Siaum, Arshif Sharlimin, और अन्य
प्रकाशित: (2019)

Analysis of the impact of online education using EEG signals and machine learning algorithms
द्वारा: Hoque, Ehsanul, और अन्य
प्रकाशित: (2021)

Start up business solution using machine learning
द्वारा: Sohan, Saad Ahmed, और अन्य
प्रकाशित: (2018)

Impact of machine learning and deep learning on biomedical applications and healthcare industry
द्वारा: Kabir, Md Saif, और अन्य
प्रकाशित: (2024)