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

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.

Bibliografiset tiedot
Päätekijät:	Khan, Abde Musavvir, Shejuty, Myesha Farid, Talukder, MD. Nafis Shariar, Zubayear, Syed Ibna
Muut tekijät:	Alam, Md. Golam Rabiul
Aineistotyyppi:	Opinnäyte
Kieli:	en_US
Julkaistu:	Brac University 2021
Aiheet:	Ejection fraction Deep learning ResUNet 2D Echocardiography Apical 4-Chamber (A4C) Left ventricle CNN U-Net
Linkit:	http://hdl.handle.net/10361/14469

Samankaltaisia teoksia

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

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

Project extension: Lactogen 4
Tekijä: Ahmed, Fariha
Julkaistu: (2016)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Infill material in the sunken area (CM4 locations)
Tekijä: Brac University
Julkaistu: (2023)

Performance analysis of 4G Banks
Tekijä: Nova, Shaila Hossain
Julkaistu: (2019)

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

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

Reimagining Youth Skills Post-Pandemic
Tekijä: Mukerjee, Sudipto
Julkaistu: (2021)

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

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

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

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