Optimal transport theory based GAN for medical image augmentation and classification

Optimal transport theory based GAN for medical image augmentation and classification

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

書誌詳細
主要な著者:	Siddiki Shan, Md. Abdul Kahhar, Quaiyum, Md. Abdul, Saha, Sugata, Nayer Anik, S. M. Navin
その他の著者:	Rabiul Alam, Dr. Md. Golam
フォーマット:	学位論文
言語:	English
出版事項:	Brac University 2023
主題:	Optimal Transport(OT) Theory Generative Adversarial Networks (GANs) Unsupervised neural networks Wasserstein distance Maximum Mean Discrepancy(MMD) Chest X-Ray Covid-19 Viral pneumonia Lung opacity Natural language processing (Computer science) Machine learning
オンライン･アクセス:	http://hdl.handle.net/10361/19232

類似資料

A GAN-based federated learning architecture for data augmentation of medical images
著者:: Al Rakin, Abdullah, 等
出版事項: (2023)

Federated GAN based biomedical image augmentation and classification for Alzheimer’s disease
著者:: Roy, Aditya, 等
出版事項: (2023)

Demystify the blackbox model of automated detection of lung and kidney diseases from X-ray and CT radiographs
著者:: Islam, Md. Nazmul
出版事項: (2023)

Normalizing images in various weather and lighting conditions using Pix2Pix GAN
著者:: Tasnim, Sanjida, 等
出版事項: (2024)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
著者:: Sagor, Mostofa Kamal, 等
出版事項: (2021)

Thoracic complication detection on chest X-rays using deep learning
著者:: Ratul, Rizwanul Hoque, 等
出版事項: (2021)

Generating and compressing images from a large volume of discrete datasets using GANs along with different compression techniques and studying the results
著者:: Sajid, Mayeen Abedin, 等
出版事項: (2023)

Discrepancy analysis of Janata Bank Limited
著者:: Mukit, S. M. Abdul
出版事項: (2016)

Autism detection based on MRI images using Deep Learning
著者:: Mostafa, Sadab, 等
出版事項: (2023)

3G and 4G paging success rate based mobile network anomaly detection using supervised and unsupervised learning
著者:: Ahasan, Md Rakibul
出版事項: (2022)

Semantic segmentation with attention dense U-net for lung extraction from X-ray images
著者:: Auvy, Akib Al Mahmud, 等
出版事項: (2023)

Molecules associated with the development of lung cancer
著者:: Rahman, Adree, 等
出版事項: (2023)

Crystals, x-rays and proteins
著者:: Sherwood, Dennis

State of Chikungunya in various countries: a review
著者:: Hossain, Md. Shahnewaz
出版事項: (2018)

Protein biomarkers for Lung Cancer: a bioinformatic approach
著者:: Jeba, Joynob
出版事項: (2017)

Design of an arduino based Maximum Power Point Tracking (MPPT) solar charge controller
著者:: Dutta, Ananya, 等
出版事項: (2016)

A review on targeted therapies for lung cancer
著者:: Ashraf, Anushey
出版事項: (2023)

Influential user mining for viral and target marketing in social network through PageRank and Bayesian inference
著者:: Mahnaz, Sebonti, 等
出版事項: (2021)

Simulation of high energy cosmic ray showers using CORSIKA
著者:: Salam, Mohammed Shadman
出版事項: (2017)

Potential of liposomes for the treatment of lung cancer- a review
著者:: Mim, Shanzida
出版事項: (2023)

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

A review on recent advances in drugs for lung cancer treatment
著者:: Noor, Fouzia
出版事項: (2024)

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

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

Self-report and test discrepancy evidence from national literacy survey in Bangladesh
著者:: Nath, Samir Ranjan
出版事項: (2019)

Bengali text summarization using TextRank, Fuzzy C-means and aggregated scoring techniques
著者:: Rahman, Alvee, 等
出版事項: (2019)

Elements of x-ray diffraction /
著者:: Cullity, B. D. (Bernard Dennis)
出版事項: (2002)

Principles of molecular virology /
著者:: Cann, Alan
出版事項: (2012)

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

Knowledge, Attitude & perceptions of Chikungunya infection among affected individuals from Dhaka city
著者:: Islam, Nur
出版事項: (2018)

Design and optimization of a solar-powered water pumping system for irrigation and water storage purpose
著者:: Tanvir, Md. Shahrior, 等
出版事項: (2021)

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

Bioinformatics analyses of key regulators of NF-κB pathway in relation with small cell lung carcinoma
著者:: Zangmo, Thinley
出版事項: (2024)

LRFMV: an efficient customer segmentation model for superstores
著者:: Toyeb, Md., 等
出版事項: (2021)

Problems and mis conceptions facing the primary language education in Bangladesh: an analysis of curricular and pedagogic practices
著者:: Banu, L.F. Apnan
出版事項: (2010)

About looking /
著者:: Berger, John
出版事項: (1991)

An improved deepfake detection using deep learning
著者:: Paul, Annay, 等
出版事項: (2023)

A deep learning approach for pneumonia classiﬁcation from chest X-Ray images with ensemble modelling and explainable AI
著者:: Akhter, Nasrin
出版事項: (2023)

Performing sentiment analysis in Bangla microblog posts
著者:: Chowdhury, Shaika, 等
出版事項: (2017)

Perturb and observe based maximum power point tracking of wind power system
著者:: Hossain, Murad
出版事項: (2023)