A fully automated CT-based airway segmentation algorithm using deep learning and topological leakage detection and branch augmentation approaches

Medical Imaging 2019: Image Processing ◽

10.1117/12.2512286 ◽

2019 ◽

Cited By ~ 3

Author(s):

Syed Ahmed Nadeem ◽

Eric A. Hoffman ◽

Punam K. Saha

Keyword(s):

Deep Learning ◽

Segmentation Algorithm ◽

Leakage Detection ◽

Airway Segmentation

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Generalizability of a deep learning airway segmentation algorithm to a blinded low-dose CT dataset

Medical Imaging 2021: Image Processing ◽

10.1117/12.2580224 ◽

2021 ◽

Author(s):

Syed Ahmed Nadeem ◽

Alejandro P. Comellas ◽

Eric A. Hoffman ◽

Punam K. Saha

Keyword(s):

Deep Learning ◽

Low Dose ◽

Segmentation Algorithm ◽

Low Dose Ct ◽

Airway Segmentation

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An automated airway segmentation algorithm for CT images using topological leakage detection and volume freezing

2018 24th International Conference on Pattern Recognition (ICPR) ◽

10.1109/icpr.2018.8545491 ◽

2018 ◽

Cited By ~ 3

Author(s):

Syed Ahmed Nadeem ◽

Eric A. Hoffman ◽

Punam K. Saha

Keyword(s):

Ct Images ◽

Segmentation Algorithm ◽

Leakage Detection ◽

Airway Segmentation

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Data Leakage Detection System based on Deep Learning

International Journal of Reliable Information and Assurance ◽

10.21742/ijria.2016.4.2.03 ◽

2016 ◽

Vol 4 (2) ◽

pp. 13-18

Author(s):

Min-Ji Seo ◽

◽

Myung-Ho Kim ◽

Keyword(s):

Deep Learning ◽

Detection System ◽

Leakage Detection

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Identification of Targeted Regions on an Analogue Site of the Moon by Using Deep Learning Segmentation Algorithm

Earth and Space 2021 ◽

10.1061/9780784483374.096 ◽

2021 ◽

Author(s):

K. B. Lee ◽

H. S. Shin ◽

S. C. Hong ◽

J. M. Park

Keyword(s):

Deep Learning ◽

Segmentation Algorithm ◽

The Moon

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Application of Deep Learning-based Image Segmentation Algorithm for Korean Cattle Weight Estimation

The Transactions of The Korean Institute of Electrical Engineers ◽

10.5370/kiee.2021.70.9.1336 ◽

2021 ◽

Vol 70 (9) ◽

pp. 1336-1344

Author(s):

Chang-bok Lee ◽

Hyun-chong Cho

Keyword(s):

Image Segmentation ◽

Deep Learning ◽

Segmentation Algorithm ◽

Weight Estimation ◽

Korean Cattle ◽

Image Segmentation Algorithm

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Utilizing a Deep Learning-Based Object Detection and Instance Segmentation Algorithm for the Delineation of Prostate and Prostate Cancer Segmentation

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2019.06.257 ◽

2019 ◽

Vol 105 (1) ◽

pp. S197-S198 ◽

Cited By ~ 1

Author(s):

A.M. Feldman ◽

Z. Dai ◽

E. Carver ◽

C. Liu ◽

J.K. Lee ◽

...

Keyword(s):

Prostate Cancer ◽

Deep Learning ◽

Object Detection ◽

Segmentation Algorithm ◽

Instance Segmentation

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Topological leakage detection and freeze-and-grow propagation for improved CT-based airway segmentation

Medical Imaging 2018: Image Processing ◽

10.1117/12.2293309 ◽

2018 ◽

Cited By ~ 3

Author(s):

Syed Ahmed Nadeem ◽

Eric A. Hoffman ◽

Jered P. Sieren ◽

Punam K. Saha

Keyword(s):

Leakage Detection ◽

Airway Segmentation

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An iterative method for airway segmentation using multiscale leakage detection

10.1117/12.2254507 ◽

2017 ◽

Cited By ~ 1

Author(s):

Syed Ahmed Nadeem ◽

Dakai Jin ◽

Eric A. Hoffman ◽

Punam K. Saha

Keyword(s):

Iterative Method ◽

Leakage Detection ◽

Airway Segmentation

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A Novel Instance Segmentation Algorithm Based on Improved Deep Learning algorithm for Multi-object Images

Jordanian Journal of Computers and Information Technology ◽

10.5455/jjcit.71-1603701313 ◽

2021 ◽

pp. 1

Author(s):

Suhaila Abuowaida ◽

Huah Chan ◽

Nawaf Alshdaifat ◽

Laith Abualigah

Keyword(s):

Deep Learning ◽

Learning Algorithm ◽

Segmentation Algorithm ◽

Deep Learning Algorithm ◽

Instance Segmentation

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A Hybrid Method of Superpixel Segmentation Algorithm and Deep Learning Method in Histopathological Image Segmentation

2018 Innovations in Intelligent Systems and Applications (INISTA) ◽

10.1109/inista.2018.8466281 ◽

2018 ◽

Cited By ~ 2

Author(s):

Abdulkadir Albayrak ◽

Gokhan Bilgin

Keyword(s):

Image Segmentation ◽

Deep Learning ◽

Hybrid Method ◽

Segmentation Algorithm ◽

Learning Method ◽

Superpixel Segmentation ◽

Histopathological Image

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