Convolutional Neural Networks for the evaluation of cancer in Barrett’s esophagus: Explainable AI to lighten up the black-box

to related objects

Location: Deutsche Nationalbibliothek Frankfurt am Main

Extent: Online-Ressource

Language: Englisch

Bibliographic citation: In: Computers in Biology and Medicine, 135, 14 S.

Keyword: Deep Learning
Künstliche Intelligenz
Computerunterstützte Medizin

Event: Veröffentlichung

(where): Regensburg

(who): Ostbayerische Technische Hochschule Regensburg

(when): 2021

Creator: Souza Jr., Luis Antonio de
Mendel, Robert
Strasser, Sophia
Ebigbo, Alanna
Probst, Andreas
Messmann, Helmut
Papa, João Paulo
Palm, Christoph

DOI: 10.1016/j.compbiomed.2021.104578

URN: urn:nbn:de:bvb:898-opus4-20126

Rights: Der Zugriff auf das Objekt ist unbeschränkt möglich.

Last update: 15.08.2025, 7:26 AM CEST

Data provider

This object is provided by:
Deutsche Nationalbibliothek. If you have any questions about the object, please contact the data provider.

Show original at data provider

Associated

Souza Jr., Luis Antonio de
Mendel, Robert
Strasser, Sophia
Ebigbo, Alanna
Probst, Andreas
Messmann, Helmut
Papa, João Paulo
Palm, Christoph
Ostbayerische Technische Hochschule Regensburg

Time of origin

2021

Other Objects (12)

Role of artificial intelligence in diagnosing Barrett’s esophagus-related neoplasia

Multimodal imaging for detection and segmentation of Barrett’s esophagus-related neoplasia using artificial intelligence

Stricture prevention after extensive endoscopic submucosal dissection of neoplastic Barrett’s Esophagus: individualized oral steroid prophylaxis

Step-up training for colorectal and gastric ESD and the challenge of ESD training in the proximal colon: results from a German Center

Peroral submucosal endoscopic stricturotomy – a novel third-space approach for a complex anastomotic stricture

Colonic schistosomiasis and early rectal cancer: coincidence or causal relationship?

Advanced endoscopic imaging of colonic schistosomiasis

Endoscopic treatment of early colorectal cancer: just a competition with surgery?

Regular arrangement of collecting venules (RAC) and the Kimura‐Takemoto classification (KTC) for the endoscopic diagnosis of Helicobacter pylori infection: evaluation in a western setting

Thickness of colorectal submucosal (SM) layer in resected specimens: Is more better?

Real-time use of artificial intelligence in the evaluation of cancer in Barrett's oesophagus

Hochschulschrift

Untersuchung atopischer Stigmata in der Normalbevölkerung

Role of artificial intelligence in diagnosing Barrett’s esophagus-related neoplasia

Multimodal imaging for detection and segmentation of Barrett’s esophagus-related neoplasia using artificial intelligence

Stricture prevention after extensive endoscopic submucosal dissection of neoplastic Barrett’s Esophagus: individualized oral steroid prophylaxis

Step-up training for colorectal and gastric ESD and the challenge of ESD training in the proximal colon: results from a German Center

Peroral submucosal endoscopic stricturotomy – a novel third-space approach for a complex anastomotic stricture

Colonic schistosomiasis and early rectal cancer: coincidence or causal relationship?

Advanced endoscopic imaging of colonic schistosomiasis

Endoscopic treatment of early colorectal cancer: just a competition with surgery?

Regular arrangement of collecting venules (RAC) and the Kimura‐Takemoto classification (KTC) for the endoscopic diagnosis of Helicobacter pylori infection: evaluation in a western setting

Thickness of colorectal submucosal (SM) layer in resected specimens: Is more better?

Real-time use of artificial intelligence in the evaluation of cancer in Barrett's oesophagus

Hochschulschrift

Untersuchung atopischer Stigmata in der Normalbevölkerung

Role of artificial intelligence in diagnosing Barrett’s esophagus-related neoplasia

Multimodal imaging for detection and segmentation of Barrett’s esophagus-related neoplasia using artificial intelligence

Stricture prevention after extensive endoscopic submucosal dissection of neoplastic Barrett’s Esophagus: individualized oral steroid prophylaxis

Step-up training for colorectal and gastric ESD and the challenge of ESD training in the proximal colon: results from a German Center

Peroral submucosal endoscopic stricturotomy – a novel third-space approach for a complex anastomotic stricture

Colonic schistosomiasis and early rectal cancer: coincidence or causal relationship?

Advanced endoscopic imaging of colonic schistosomiasis

Endoscopic treatment of early colorectal cancer: just a competition with surgery?

Regular arrangement of collecting venules (RAC) and the Kimura‐Takemoto classification (KTC) for the endoscopic diagnosis of Helicobacter pylori infection: evaluation in a western setting

Thickness of colorectal submucosal (SM) layer in resected specimens: Is more better?

Real-time use of artificial intelligence in the evaluation of cancer in Barrett's oesophagus

Hochschulschrift

Untersuchung atopischer Stigmata in der Normalbevölkerung

Cultural heritage institutions wishing to register will find more information here.

Fields marked * need to be filled in.

Username*

Please enter your username

Email*

Please enter your email address

Please do not fill this field

First name

Last name

Password*

Please enter your password

Confirm password*

Please enter the same password

I have read the terms of use and the privacy policy for the collection of personal data and accept them. *

This field is required.

I would like to subscribe to the newsletter of the Deutsche Digitale Bibliothek. See newsletter subscription info.

Account created

Your "My DDB" account has been successfully created. Before you can log in to your account, you must click the confirmation link in the message we just sent to the email address you provided.

Convolutional Neural Networks for the evaluation of cancer in Barrett’s esophagus: Explainable AI to lighten up the black-box

Object Details

References and Relationships

Classification and Topics

Contributors, Places and Time

Further information

Data provider

Associated

Time of origin

Other Objects (12)

Role of artificial intelligence in diagnosing Barrett’s esophagus-related neoplasia

Multimodal imaging for detection and segmentation of Barrett’s esophagus-related neoplasia using artificial intelligence

Stricture prevention after extensive endoscopic submucosal dissection of neoplastic Barrett’s Esophagus: individualized oral steroid prophylaxis

Step-up training for colorectal and gastric ESD and the challenge of ESD training in the proximal colon: results from a German Center

Peroral submucosal endoscopic stricturotomy – a novel third-space approach for a complex anastomotic stricture

Colonic schistosomiasis and early rectal cancer: coincidence or causal relationship?

Advanced endoscopic imaging of colonic schistosomiasis

Endoscopic treatment of early colorectal cancer: just a competition with surgery?

Regular arrangement of collecting venules (RAC) and the Kimura‐Takemoto classification (KTC) for the endoscopic diagnosis of Helicobacter pylori infection: evaluation in a western setting

Thickness of colorectal submucosal (SM) layer in resected specimens: Is more better?

Real-time use of artificial intelligence in the evaluation of cancer in Barrett's oesophagus

Untersuchung atopischer Stigmata in der Normalbevölkerung

Role of artificial intelligence in diagnosing Barrett’s esophagus-related neoplasia

Multimodal imaging for detection and segmentation of Barrett’s esophagus-related neoplasia using artificial intelligence

Stricture prevention after extensive endoscopic submucosal dissection of neoplastic Barrett’s Esophagus: individualized oral steroid prophylaxis

Step-up training for colorectal and gastric ESD and the challenge of ESD training in the proximal colon: results from a German Center

Peroral submucosal endoscopic stricturotomy – a novel third-space approach for a complex anastomotic stricture

Colonic schistosomiasis and early rectal cancer: coincidence or causal relationship?

Advanced endoscopic imaging of colonic schistosomiasis

Endoscopic treatment of early colorectal cancer: just a competition with surgery?

Regular arrangement of collecting venules (RAC) and the Kimura‐Takemoto classification (KTC) for the endoscopic diagnosis of Helicobacter pylori infection: evaluation in a western setting

Thickness of colorectal submucosal (SM) layer in resected specimens: Is more better?

Real-time use of artificial intelligence in the evaluation of cancer in Barrett's oesophagus

Untersuchung atopischer Stigmata in der Normalbevölkerung

Role of artificial intelligence in diagnosing Barrett’s esophagus-related neoplasia

Multimodal imaging for detection and segmentation of Barrett’s esophagus-related neoplasia using artificial intelligence

Stricture prevention after extensive endoscopic submucosal dissection of neoplastic Barrett’s Esophagus: individualized oral steroid prophylaxis

Step-up training for colorectal and gastric ESD and the challenge of ESD training in the proximal colon: results from a German Center

Peroral submucosal endoscopic stricturotomy – a novel third-space approach for a complex anastomotic stricture

Colonic schistosomiasis and early rectal cancer: coincidence or causal relationship?

Advanced endoscopic imaging of colonic schistosomiasis

Endoscopic treatment of early colorectal cancer: just a competition with surgery?

Regular arrangement of collecting venules (RAC) and the Kimura‐Takemoto classification (KTC) for the endoscopic diagnosis of Helicobacter pylori infection: evaluation in a western setting

Thickness of colorectal submucosal (SM) layer in resected specimens: Is more better?

Real-time use of artificial intelligence in the evaluation of cancer in Barrett's oesophagus

Untersuchung atopischer Stigmata in der Normalbevölkerung

Related objects

Reset password