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Holger Roth

12PUBLICATIONS

66CO-AUTHORS

Artificial life and complex adaptive systemsCancer diagnosisNeural networksSemi- and unsupervised learningKnowledge representation and reasoning

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Publications (12)

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|Mar 11, 2026

A Pragmatic Framework for Federated Learning Risk and Governance in Academic Medical Centers.

Daniel Bottomly, Bridget Barnes, Kuli Mavuwa

|Mar 18, 2024

Anatomical attention can help to segment the dilated pancreatic duct in abdominal CT.

Chen Shen, Holger R Roth, Yuichiro Hayashi

|Dec 16, 2022

Toward Foundational Deep Learning Models for Medical Imaging in the New Era of Transformer Networks.

Martin J Willemink, Holger R Roth, Veit Sandfort

|Sep 13, 2022

Pancreatic Cancer Detection on CT Scans with Deep Learning: A Nationwide Population-based Study.

Po-Ting Chen, Tinghui Wu, Pochuan Wang

|Dec 24, 2021

A cascaded fully convolutional network framework for dilated pancreatic duct segmentation.

Chen Shen, Holger R Roth, Yuichiro Hayashi

|Sep 16, 2021

Federated learning for predicting clinical outcomes in patients with COVID-19.

Ittai Dayan, Holger R Roth, Aoxiao Zhong

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Frequent Collaborators

4 joint publications

Baris Turkbey

3 joint publications

Stephanie Harmon

3 joint publications

Pochuan Wang

3 joint publications

Bradford Wood

3 joint publications

Masahiro Oda

3 joint publications

Mona G Flores

2 joint publications

John W Garrett

2 joint publications

Felipe Kitamura

2 joint publications

Nicola Rieke

2 joint publications

Chih-Hung Wang

Frequent Collaborators

4 joint publications

Baris Turkbey

3 joint publications

Stephanie Harmon

3 joint publications

Pochuan Wang

3 joint publications

Bradford Wood

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