Holger R Roth
Overview
Explore the profile of Holger R Roth including associated specialties, affiliations and a list of published articles.
Author names and details appear as published. Due to indexing inconsistencies, multiple individuals may share a name, and a single author may have variations. MedLuna displays this data as publicly available, without modification or verification
Snapshot
Snapshot
Articles
43
Citations
2095
Followers
0
Related Specialties
Related Specialties
Top 10 Co-Authors
Top 10 Co-Authors
Published In
Published In
Affiliations
Affiliations
Soon will be listed here.
Recent Articles
1.
Roth H, Xu Z, Chen C, Xu D, Dogra P, Flores M, et al.
J Biopharm Stat
. 2025 Feb;
:1-11.
PMID: 39895208
Today's challenges around global healthcare emphasize the need for large-scale collaborations between the clinical and sciesntific communities. However, regulatory constraints around data sharing and patient privacy might hinder access to...
2.
Hagestedt I, Hales I, Boernert E, Roth H, Hoeh M, Rohm R, et al.
Patterns (N Y)
. 2024 Nov;
5(11):101077.
PMID: 39568469
We discuss the real-world application of federated learning (FL) in the healthcare and life sciences industry, noting a tipping point in its adoption beyond academia. Sharing our experiences with multi-hospital...
3.
Liu X, Jiang Z, Roth H, Anwar S, Bonner E, Mahtabfar A, et al.
Neurooncol Adv
. 2024 Jul;
6(1):vdae108.
PMID: 39027132
Background: Diffuse midline gliomas (DMG) are aggressive pediatric brain tumors that are diagnosed and monitored through MRI. We developed an automatic pipeline to segment subregions of DMG and select radiomic...
4.
Wang C, Hwang T, Huang Y, Tay J, Wu C, Wu M, et al.
J Imaging Inform Med
. 2024 Jul;
38(1):335-345.
PMID: 38980623
Malposition of a nasogastric tube (NGT) can lead to severe complications. We aimed to develop a computer-aided detection (CAD) system to localize NGTs and detect NGT malposition on portable chest...
5.
Schmidt K, Bearce B, Chang K, Coombs L, Farahani K, Elbatel M, et al.
Med Image Anal
. 2024 May;
95:103206.
PMID: 38776844
The correct interpretation of breast density is important in the assessment of breast cancer risk. AI has been shown capable of accurately predicting breast density, however, due to the differences...
6.
Diaz-Pinto A, Alle S, Nath V, Tang Y, Ihsani A, Asad M, et al.
Med Image Anal
. 2024 May;
95:103207.
PMID: 38776843
The lack of annotated datasets is a major bottleneck for training new task-specific supervised machine learning models, considering that manual annotation is extremely expensive and time-consuming. To address this problem,...
7.
Johnson L, Harmon S, Yilmaz E, Lin Y, Belue M, Merriman K, et al.
Abdom Radiol (NY)
. 2024 Mar;
49(5):1545-1556.
PMID: 38512516
Objective: Automated methods for prostate segmentation on MRI are typically developed under ideal scanning and anatomical conditions. This study evaluates three different prostate segmentation AI algorithms in a challenging population...
8.
Shen C, Roth H, Hayashi Y, Oda M, Sato G, Miyamoto T, et al.
Int J Comput Assist Radiol Surg
. 2024 Mar;
19(4):655-664.
PMID: 38498132
Purpose: Pancreatic duct dilation is associated with an increased risk of pancreatic cancer, the most lethal malignancy with the lowest 5-year relative survival rate. Automatic segmentation of the dilated pancreatic...
9.
Wang C, Chang W, Lee M, Tay J, Wu C, Wu M, et al.
J Imaging Inform Med
. 2024 Feb;
37(2):589-600.
PMID: 38343228
Prompt and correct detection of pulmonary tuberculosis (PTB) is critical in preventing its spread. We aimed to develop a deep learning-based algorithm for detecting PTB on chest X-ray (CXRs) in...
10.
Wang C, Hwang T, Huang Y, Tay J, Wu C, Wu M, et al.
Crit Care Med
. 2023 Dec;
52(2):237-247.
PMID: 38095506
Objectives: We aimed to develop a computer-aided detection (CAD) system to localize and detect the malposition of endotracheal tubes (ETTs) on portable supine chest radiographs (CXRs). Design: This was a...