Fetal plane classification from 2D-ultrasound images leveraging squeeze and excitation self-attention mechanism for feature recalibration in MedMamba

Fetal plane classification from 2D-ultrasound images leveraging squeeze and excitation self-attention mechanism for feature recalibration in MedMamba

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2024.

Xehetasun bibliografikoak
Egile Nagusiak:	Riju, Tanjim Islam, Ramisha, Tahsin Tanim, Aksa, Nusrat Billah, Kabir, Johan H
Beste egile batzuk:	Alam, Md. Golam Rabiul
Formatua:	Thesis
Hizkuntza:	English
Argitaratua:	Brac University 2024
Gaiak:	CNN State space models MedMamba MedMambaSE Maternal-fetal Artificial intelligence > Medical applications. Fetuses-Ultrasonic imaging. Diagnostic imaging > Digital techniques.
Sarrera elektronikoa:	http://hdl.handle.net/10361/24337

Antzeko izenburuak

A comparative analysis of the different CNN-LSTM model caption generation of medical images
nork: Amin, Mahzabin Yasmin Binte, et al.
Argitaratua: (2023)

Effect of World Trade Organization on Afghan small and medium enterprise: analysis of agricultural sector
nork: Khalid, Zamarod Khan
Argitaratua: (2020)

An overview: extent of teratogenicity of common medications in fetal development
nork: Islam, Humayra
Argitaratua: (2022)

Does maternal stress, depression and anxiety affect fetal neurobehavioral development? a review
nork: Rufaka, Aysha
Argitaratua: (2022)

Association of MTHFR rs1801133, PEMT rs4244593, CHKA rs7928739, VNTRs IL-1RN intron 2 and NOS3 intron 4 polymorphisms with unexplained intrauterine fetal death in Bangladeshi population
nork: Mahasin, Deera, et al.
Argitaratua: (2024)

Design and implementation of smart transport monitoring system to ensure passenger's safety
nork: Aman, Anika Binte, et al.
Argitaratua: (2024)

A novel approach for digital image watermarking
nork: Mitashe, Mashruha Raquib, et al.
Argitaratua: (2016)

Transfer learning based industrial steel plates fault diagnosis using industrial fault signals
nork: Mizan, Mubasshira, et al.
Argitaratua: (2024)

The young entrepreneurs in Dhaka : reasons to be an entrepreneur & hurdles to overcome as an entrepreneur
nork: Ahmed, Rahnuma, et al.
Argitaratua: (2013)

An efficient way to convert 1D signal to 2D digital image using energy values
nork: Azad, Muntasir, et al.
Argitaratua: (2018)

Automatic Bengali image captioning using efficientNet-transformer network and vision transformer
nork: Kabir, Muhammad Khubayeeb, et al.
Argitaratua: (2023)

Deep learning based medical X-ray image recognition and classification
nork: Khan, Md. Rakib Hossain
Argitaratua: (2019)

A study on image enhancement methods for printed Bangla document images
nork: Islam, Anika Binte, et al.
Argitaratua: (2018)

Image encryption and decryption using computer generated holography
nork: Istiaque, Md. Asif, et al.
Argitaratua: (2018)

Image processing, analysis, and machine vision /
nork: Sonka, Milan
Argitaratua: (2008)

Cancer detection using image processing techniques based on cell counting, cell area measurement and clump detection
nork: Pavel, Monirul Islam, et al.
Argitaratua: (2018)

Digital Image processing using MATLAB /
nork: Gonzalez, Rafael C.
Argitaratua: (2009)

Elemental image and audio synchronization and transmission technique for glasses-free 3D TV system
nork: Khan, Amit Hasan, et al.
Argitaratua: (2019)

Detecting anomalies in human eyes using structural similarity index measurement
nork: Jahan, Monwar, et al.
Argitaratua: (2019)

Navigational intelligence at river: a laser-based imaging approach for nocturnal vessel detection
nork: Zafreen, Zasia, et al.
Argitaratua: (2024)

Automatic measurement of rail line expansion joint gaps
nork: Islam, Samiul, et al.
Argitaratua: (2017)

Structurally and semantically coherent deep image inpainting
nork: Sami, Mirza Tanzim, et al.
Argitaratua: (2019)

ResInvolution: an involution-ResNet fused global spatial relation leveraging model for histopathological image analysis under federated learning environment
nork: Dipto, Shakib Mahmud
Argitaratua: (2024)

An improved image registration technique for shape reconstruction
nork: Roy, Biprojit, et al.
Argitaratua: (2017)

Bangla sign language interpretation using image processing
nork: Arko, Fahmid Nasif, et al.
Argitaratua: (2017)

Facial recognition using dynamic image processing
nork: Haque, Md. Asiful, et al.
Argitaratua: (2017)

Translating words to images: adaptation in practice
nork: Samiha, Maisha
Argitaratua: (2018)

A new pattern recognition method for abnormal event detection in crowded scenarios
nork: Mostafa, Tahjid Ashfaque
Argitaratua: (2017)

Exploring deep features: deeper fully convolutional neural network for image segmentation
nork: Kamran, Sharif Amit, et al.
Argitaratua: (2017)

Smoke detection using image processing
nork: Sarker, Md. Kamrujjaman
Argitaratua: (2018)

Disaster management using image processing
nork: Khan, Wasik Ahmed
Argitaratua: (2018)

Digital image processing : PIKS inside /
nork: Pratt, William K.
Argitaratua: (2004)

Digital image processing /
nork: Gonzalez, Rafael C.
Argitaratua: (2002)

Crop monitoring system using image processing and environmental data
nork: Rabbi, Shadman, et al.
Argitaratua: (2019)

Monitoring of endangered fish using image processing and AI tools
nork: Hossain, Naheen, et al.
Argitaratua: (2019)

Digital geometry : geometric methods for digital picture analysis /
nork: Klette, Reinhard
Argitaratua: (2004)

Practical algorithms for image analysis : description, examples, programs, and projects /
nork: O'Gorman, Lawrence
Argitaratua: (2008)

Road sign detection and translation in Bangla using image processing and machine learning
nork: Islam, Khalid Amirul, et al.
Argitaratua: (2019)

Blood group detection using image processing techniques
nork: Rahman, Sakib, et al.
Argitaratua: (2018)

Image classification using deep neural network for efficient identification of traffic sign
nork: Saha, Sourajit
Argitaratua: (2018)