Barrett’s Esophagus Analysis Using Convolutional Neural Networks

Informatik aktuell - Bildverarbeitung für die Medizin 2017 ◽

10.1007/978-3-662-54345-0_23 ◽

2017 ◽

pp. 80-85 ◽

Author(s):

Robert Mendel ◽

Alanna Ebigbo ◽

Andreas Probst ◽

Helmut Messmann ◽

Christoph Palm

Keyword(s):

Neural Networks ◽

Barrett’S Esophagus ◽

Convolutional Neural Networks ◽

Barrett's Esophagus

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Convolutional Neural Networks for the Evaluation of Cancer in Barrett’s esophagus: Explainable AI to Lighten up the Black-Box

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2021.104578 ◽

2021 ◽

pp. 104578

Author(s):

Luis A. de Souza ◽

Robert Mendel ◽

Sophia Strasser ◽

Alanna Ebigbo ◽

Andreas Probst ◽

...

Keyword(s):

Neural Networks ◽

Barrett’S Esophagus ◽

Convolutional Neural Networks ◽

Barrett's Esophagus ◽

Black Box ◽

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Artificial intelligence using convolutional neural networks for real-time detection of early esophageal neoplasia in Barrett’s esophagus (with video)

Gastrointestinal Endoscopy ◽

10.1016/j.gie.2019.12.049 ◽

2020 ◽

Vol 91 (6) ◽

pp. 1264-1271.e1 ◽

Author(s):

Rintaro Hashimoto ◽

James Requa ◽

Tyler Dao ◽

Andrew Ninh ◽

Elise Tran ◽

...

Keyword(s):

Artificial Intelligence ◽

Neural Networks ◽

Real Time ◽

Barrett’S Esophagus ◽

Convolutional Neural Networks ◽

Barrett's Esophagus ◽

Esophageal Neoplasia ◽

Real Time Detection

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384 High Accuracy and Effectiveness With Deep Neural Networks and Artificial Intelligence in Detection of Early Esophageal Neoplasia in Barrett's Esophagus

The American Journal of Gastroenterology ◽

10.14309/01.ajg.0000591068.35597.2b ◽

2019 ◽

Vol 114 (1) ◽

pp. S224-S225

Author(s):

Rintaro Hashimoto ◽

Nabil El Hage Chehade ◽

Kenneth J. Chang ◽

Tyler Dao ◽

Andrew Ninh ◽

...

Keyword(s):

Artificial Intelligence ◽

Neural Networks ◽

Barrett’S Esophagus ◽

Barrett's Esophagus ◽

Deep Neural Networks ◽

High Accuracy ◽

Esophageal Neoplasia

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Mo1249 HIGH ACCURANCY AND EFFECTIVENESS WITH DEEP NEURAL NETWORKS AND ARTIFICIAL INTELLIGENCE IN DETECTION OF EARLY ESOPHAGEAL NEOPLASIA IN BARRETT’S ESOPHAGUS: AN EXTERNAL VIDEO VALIDATION STUDY

Gastrointestinal Endoscopy ◽

10.1016/j.gie.2020.03.2443 ◽

2020 ◽

Vol 91 (6) ◽

pp. AB397

Author(s):

Alyssa Y. Choi ◽

Rintaro Hashimoto ◽

Kimberly R. Cavaliere ◽

James Requa ◽

Nabil El Hage Chehade ◽

...

Keyword(s):

Artificial Intelligence ◽

Neural Networks ◽

Barrett’S Esophagus ◽

Validation Study ◽

Barrett's Esophagus ◽

Deep Neural Networks ◽

Esophageal Neoplasia

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W1995 Artificial Neural Networks Allow Good Discrimination of Barrett's Esophagus from GERD On the Basis of Biographic, Clinical History, Symptoms and Lifestyle Habits

Gastroenterology ◽

10.1016/s0016-5085(09)63553-8 ◽

2009 ◽

Vol 136 (5) ◽

pp. A-769 ◽

Author(s):

Enzo Grossi ◽

Rosangela Filiberti ◽

Sabrina Blanchi ◽

Teresa Lacchin ◽

Antonella De Ceglie ◽

...

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Barrett’S Esophagus ◽

Barrett's Esophagus ◽

Clinical History ◽

Good Discrimination ◽

Lifestyle Habits ◽

Artificial Neural

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Contribution of stromal and epithelial cells to cyclooxygenase-2 (COX-2) activity in Barrett's esophagus

Gastroenterology ◽

10.1016/s0016-5085(01)80387-5 ◽

2001 ◽

Vol 120 (5) ◽

pp. A78-A79

Author(s):

N BUTTAR ◽

K WANG ◽

M ANDERSON ◽

L LUTZKE ◽

K KRISHNADATH

Keyword(s):

Epithelial Cells ◽

Barrett’S Esophagus ◽

Barrett's Esophagus ◽

Cyclooxygenase 2 ◽

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Characterisation of classical and desmosomal cadherins in the neo-squamous epithelium after endoscopic ablation of Barrett's esophagus

Gastroenterology ◽

10.1016/s0016-5085(01)82067-9 ◽

2001 ◽

Vol 120 (5) ◽

pp. A416-A416

Author(s):

C MORRIS ◽

C TSELEPIS ◽

R HARRISON ◽

D GARROD ◽

J JANKOWSKI ◽

...

Keyword(s):

Barrett’S Esophagus ◽

Barrett's Esophagus ◽

Squamous Epithelium ◽

Desmosomal Cadherins ◽

Endoscopic Ablation

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Hypertension is a frequent co-morbidity in patients with Barrett's esophagus or reflux esophagitis but not in nonulcer dyspepsia

Gastroenterology ◽

10.1016/s0016-5085(01)82091-6 ◽

2001 ◽

Vol 120 (5) ◽

pp. A421-A421

Author(s):

S GUDLAUGSDOTTIR ◽

J WILSON ◽

W VERSCHUREN ◽

J DEES ◽

T STIJNEN

Keyword(s):

Barrett’S Esophagus ◽

Reflux Esophagitis ◽

Barrett's Esophagus ◽

Nonulcer Dyspepsia ◽

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Length of Barrett's esophagus and risk of displasia in hispanics

Gastroenterology ◽

10.1016/s0016-5085(01)82074-6 ◽

2001 ◽

Vol 120 (5) ◽

pp. A418-A418

Author(s):

N QUINONEZ ◽

E RODRIGUEZ

Keyword(s):

Barrett’S Esophagus ◽

Barrett's Esophagus

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Barrett's esophagus in women, a manifestation of severe gastroesophageal reflux disease

Gastroenterology ◽

10.1016/s0016-5085(01)82037-0 ◽

2001 ◽

Vol 120 (5) ◽

pp. A410-A410

Author(s):

F BANKI ◽

S DEMEESTER ◽

R MASON ◽

G CAMPOS ◽

C STREETS ◽

...

Keyword(s):

Gastroesophageal Reflux Disease ◽

Gastroesophageal Reflux ◽

Barrett’S Esophagus ◽

Reflux Disease ◽

Barrett's Esophagus

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