$Ejection fraction estimation using deep semantic segmentation neural network on 2D Echocardiography data$

Ejection fraction estimation using deep semantic segmentation neural network on 2D Echocardiography data

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2020.

Dettagli Bibliografici
Autori principali:	Khan, Abde Musavvir, Shejuty, Myesha Farid, Talukder, MD. Nafis Shariar, Zubayear, Syed Ibna
Altri autori:	Alam, Md. Golam Rabiul
Natura:	Tesi
Lingua:	en_US
Pubblicazione:	Brac University 2021
Soggetti:	Ejection fraction Deep learning ResUNet 2D Echocardiography Apical 4-Chamber (A4C) Left ventricle CNN U-Net
Accesso online:	http://hdl.handle.net/10361/14469

Documenti analoghi

An efficient deep learning approach to predict heart failure from image data using ejection fraction
di: Tanvir, Nazmul Karim, et al.
Pubblicazione: (2023)

Submission of method statement for anti-termite treatment work over the plinth filling as per BOQ Item No. 4.4
di: Brac University
Pubblicazione: (2023)

Project extension: Lactogen 4
di: Ahmed, Fariha
Pubblicazione: (2016)

Investigation of in vitro antioxidant and cytotoxic potential of Triphala methanol extract in different ratios
di: Upoma, Shifat Sehrin Khan
Pubblicazione: (2021)

Computer vision based skin disease detection using machine learning
di: Jayeb, Ahmad Wasiq, et al.
Pubblicazione: (2023)

Identification of FAP inhibitors using in silico simulation study
di: Deeba, Maliha Tasnim
Pubblicazione: (2018)

Pyramid pooling enhanced ResUNet for accurate 3D brain image segmentation
di: Mollah, Md. Shawon, et al.
Pubblicazione: (2024)

An algorithm for restricted normal form to solve dual type non-canonical linear fractional programming problem
di: Hossain, Mozzem, et al.
Pubblicazione: (2010)

Fractions, decimals, & percents : Guide 2 math strategy guide.
Pubblicazione: (2008)

4th floor decking slab
di: WOHA Designs PTE LTD, et al.
Pubblicazione: (2023)

Evaluation of 4G technology in mobile phone network in Bangladesh
di: Jannath, Sabrina
Pubblicazione: (2019)

Plumbing of 4th storey plan
di: Electro-Mechanical Control Services (EMCS)
Pubblicazione: (2023)

4th industrial revolution turned hurdles for the capital market in Bangladesh: Possibilities and problems
di: Tasfia, Naziza
Pubblicazione: (2024)

Performance analysis of IEEE 802.15.4 / ZIGBEE networks
di: Islam, Ashraful, et al.
Pubblicazione: (2017)

Bioinspired 4D Transdermal Microneedles for the advanced drug delivery: Current status and future prospects
di: Razzak, Adiba Binte
Pubblicazione: (2021)

V0#025 Proposal of steel Y-column core filling with chemical around 4th storey rev.01
di: BUCG-ABC Joint Venture (BUCG-ABC JV)
Pubblicazione: (2023)

Study of GLUT-4 and AMPK gene expression and phosphorylation of AMPK protein in Oyster Mushroom induced Type 2 diabetic model rats
di: Asrafuzzaman, Md.
Pubblicazione: (2018)

Coordination drawing of 4th storey (Architectural As Built Drawings)
di: BUCG-ABC Joint Venture (BUCG-ABC JV)
Pubblicazione: (2024)

A 4D spacetime embedded in a 5D pseudo-Euclidean space describing interior of compact stars
di: Singh, Ksh Newton, et al.
Pubblicazione: (2018)

HPLC method development for the analysis of linagliptin
di: Mimiya, Ruhani Amrin
Pubblicazione: (2020)

Development of sustain release matrix tablet of ranolazine based on methocel K4M CR: In vitro drug release and kinetic approach
di: Asaduzzaman, Md., et al.
Pubblicazione: (2016)

AT3,AT4 - Academic toilet (Architectural As Built Drawings)
di: BUCG-ABC Joint Venture (BUCG-ABC JV)
Pubblicazione: (2024)

Regarding method statement of painting work on classroom ceiling (CC4)
di: Brac University
Pubblicazione: (2023)

Automatic brain tumor segmentation using U-ResUNet chain model approach
di: Alam, Mohd Tanjeem, et al.
Pubblicazione: (2022)

From knowing our needs to enacting change: findings from community consultations with indigenous communities in Bangladesh
di: Hussain, Sameera, et al.
Pubblicazione: (2016)

From knowing our needs to enacting change: findings from community consultations with indigenous communities in Bangladesh
di: Hussain, Sameera, et al.
Pubblicazione: (2016)

AT3 & AT4 architectural drawing part 1 of AT4 (RFA-477_Rev.C)
di: BUCG-ABC Joint Venture (BUCG-ABC JV)
Pubblicazione: (2023)

AT3 & AT4 architectural drawing part 2 of AT3 (RFA-477_Rev.C)
di: BUCG-ABC Joint Venture (BUCG-ABC JV)
Pubblicazione: (2023)

V0#025 Proposal of steel Y-column core filling with chemical around 4th storey
di: BUCG-ABC Joint Venture (BUCG-ABC JV)
Pubblicazione: (2023)

PT3+PT4 - public toilet (Architectural As Built Drawings)
di: BUCG-ABC Joint Venture (BUCG-ABC JV)
Pubblicazione: (2024)

A short review and preliminary study on peanut (Arachis hypogaea L.) tissue culture
di: Nahreen, Ashfia
Pubblicazione: (2019)

Infill material in the sunken area (CM4 locations)
di: Brac University
Pubblicazione: (2023)

Performance analysis of 4G Banks
di: Nova, Shaila Hossain
Pubblicazione: (2019)

Possibilities of 3D & 4D printing technologies for personalized medicine
di: Moonmoon, Fatema Tuz Zohra
Pubblicazione: (2020)

Issue about finishing the floor works on 4th & 5th floor
di: BUCG-ABC Joint Venture (BUCG-ABC JV)
Pubblicazione: (2023)

Reimagining Youth Skills Post-Pandemic
di: Mukerjee, Sudipto
Pubblicazione: (2021)

4F demarcation of finishes (RFA-503_Rev.A)
di: BUCG-ABC Joint Venture (BUCG-ABC JV)
Pubblicazione: (2023)

Readiness for the digitalization of procurement in the private sector of Bangladesh
di: Roy, Nirbachita
Pubblicazione: (2021)

4th column section and detail-sheet 1_Rev A
di: BUCG-ABC Joint Venture (BUCG-ABC JV)
Pubblicazione: (2023)

4th storey detail layout plan 5 of 6_Rev A
di: BUCG-ABC Joint Venture (BUCG-ABC JV)
Pubblicazione: (2023)