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.

Библиографические подробности
Главные авторы:	Siddiki Shan, Md. Abdul Kahhar, Quaiyum, Md. Abdul, Saha, Sugata, Nayer Anik, S. M. Navin
Другие авторы:	Rabiul Alam, Dr. Md. Golam
Формат:	Диссертация
Язык:	English
Опубликовано:	Brac University 2023
Предметы:	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
Online-ссылка:	http://hdl.handle.net/10361/19232

Схожие документы

A GAN-based federated learning architecture for data augmentation of medical images
по: Al Rakin, Abdullah, и др.
Опубликовано: (2023)

Federated GAN based biomedical image augmentation and classification for Alzheimer’s disease
по: Roy, Aditya, и др.
Опубликовано: (2023)

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

Normalizing images in various weather and lighting conditions using Pix2Pix GAN
по: Tasnim, Sanjida, и др.
Опубликовано: (2024)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
по: Sagor, Mostofa Kamal, и др.
Опубликовано: (2021)

Thoracic complication detection on chest X-rays using deep learning
по: Ratul, Rizwanul Hoque, и др.
Опубликовано: (2021)

Generating and compressing images from a large volume of discrete datasets using GANs along with different compression techniques and studying the results
по: Sajid, Mayeen Abedin, и др.
Опубликовано: (2023)

Discrepancy analysis of Janata Bank Limited
по: Mukit, S. M. Abdul
Опубликовано: (2016)

Autism detection based on MRI images using Deep Learning
по: Mostafa, Sadab, и др.
Опубликовано: (2023)

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

Semantic segmentation with attention dense U-net for lung extraction from X-ray images
по: Auvy, Akib Al Mahmud, и др.
Опубликовано: (2023)

Molecules associated with the development of lung cancer
по: Rahman, Adree, и др.
Опубликовано: (2023)

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

State of Chikungunya in various countries: a review
по: Hossain, Md. Shahnewaz
Опубликовано: (2018)

Protein biomarkers for Lung Cancer: a bioinformatic approach
по: Jeba, Joynob
Опубликовано: (2017)

Design of an arduino based Maximum Power Point Tracking (MPPT) solar charge controller
по: Dutta, Ananya, и др.
Опубликовано: (2016)

A review on targeted therapies for lung cancer
по: Ashraf, Anushey
Опубликовано: (2023)

Influential user mining for viral and target marketing in social network through PageRank and Bayesian inference
по: Mahnaz, Sebonti, и др.
Опубликовано: (2021)

Simulation of high energy cosmic ray showers using CORSIKA
по: Salam, Mohammed Shadman
Опубликовано: (2017)

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

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

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

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

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

Self-report and test discrepancy evidence from national literacy survey in Bangladesh
по: Nath, Samir Ranjan
Опубликовано: (2019)

Bengali text summarization using TextRank, Fuzzy C-means and aggregated scoring techniques
по: Rahman, Alvee, и др.
Опубликовано: (2019)

Elements of x-ray diffraction /
по: Cullity, B. D. (Bernard Dennis)
Опубликовано: (2002)

Principles of molecular virology /
по: Cann, Alan
Опубликовано: (2012)

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

Knowledge, Attitude & perceptions of Chikungunya infection among affected individuals from Dhaka city
по: Islam, Nur
Опубликовано: (2018)

Design and optimization of a solar-powered water pumping system for irrigation and water storage purpose
по: Tanvir, Md. Shahrior, и др.
Опубликовано: (2021)

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

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

LRFMV: an efficient customer segmentation model for superstores
по: Toyeb, Md., и др.
Опубликовано: (2021)

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

About looking /
по: Berger, John
Опубликовано: (1991)

An improved deepfake detection using deep learning
по: Paul, Annay, и др.
Опубликовано: (2023)

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

Performing sentiment analysis in Bangla microblog posts
по: Chowdhury, Shaika, и др.
Опубликовано: (2017)

Perturb and observe based maximum power point tracking of wind power system
по: Hossain, Murad
Опубликовано: (2023)