Works by Roth, Holger

Results: 25

Choosing the Right X-Ray Tool for the Job.

Published in:

EE: Evaluation Engineering, 2006, v. 45, n. 4, p. 52

By:

Roth, Holger;
Lehman, David K.

Publication type:

Article

Lead-Free Solder Drives X-Ray Inspection.

Published in:

EE: Evaluation Engineering, 2004, v. 43, n. 10, p. 36

By:

Mathiszik, Boris;
Roth, Holger

Publication type:

Article

Automated prostate gland segmentation in challenging clinical cases: comparison of three artificial intelligence methods.

Published in:

Abdominal Radiology, 2024, v. 49, n. 5, p. 1545, doi. 10.1007/s00261-024-04242-7

By:

Johnson, Latrice A.;
Harmon, Stephanie A.;
Yilmaz, Enis C.;
Lin, Yue;
Belue, Mason J.;
Merriman, Katie M.;
Lay, Nathan S.;
Sanford, Thomas H.;
Sarma, Karthik V.;
Arnold, Corey W.;
Xu, Ziyue;
Roth, Holger R.;
Yang, Dong;
Tetreault, Jesse;
Xu, Daguang;
Patel, Krishnan R.;
Gurram, Sandeep;
Wood, Bradford J.;
Citrin, Deborah E.;
Pinto, Peter A.

Publication type:

Article

Deep learning-based artificial intelligence for prostate cancer detection at biparametric MRI.

Published in:

Abdominal Radiology, 2022, v. 47, n. 4, p. 1425, doi. 10.1007/s00261-022-03419-2

By:

Mehralivand, Sherif;
Yang, Dong;
Harmon, Stephanie A.;
Xu, Daguang;
Xu, Ziyue;
Roth, Holger;
Masoudi, Samira;
Kesani, Deepak;
Lay, Nathan;
Merino, Maria J.;
Wood, Bradford J.;
Pinto, Peter A.;
Choyke, Peter L.;
Turkbey, Baris

Publication type:

Article

Deep Learning-based Diagnosis and Localization of Pneumothorax on Portable Supine Chest X-ray in Intensive and Emergency Medicine: A Retrospective Study.

Published in:

Journal of Medical Systems, 2023, v. 48, n. 1, p. 1, doi. 10.1007/s10916-023-02023-1

By:

Wang, Chih-Hung;
Lin, Tzuching;
Chen, Guanru;
Lee, Meng-Rui;
Tay, Joyce;
Wu, Cheng-Yi;
Wu, Meng-Che;
Roth, Holger R.;
Yang, Dong;
Zhao, Can;
Wang, Weichung;
Huang, Chien-Hua

Publication type:

Article

Radiomics nomogram for predicting the malignant potential of gastrointestinal stromal tumours preoperatively.

Published in:

2019

By:

Chen, Tao;
Ning, Zhenyuan;
Xu, Lili;
Feng, Xingyu;
Han, Shuai;
Roth, Holger R.;
Xiong, Wei;
Zhao, Xixi;
Hu, Yanfeng;
Liu, Hao;
Yu, Jiang;
Zhang, Yu;
Li, Yong;
Xu, Yikai;
Mori, Kensaku;
Li, Guoxin

Publication type:

journal article

Early prognostication of overall survival for pediatric diffuse midline gliomas using MRI radiomics and machine learning: A two-center study.

Published in:

Neuro-Oncology Advances, 2024, v. 6, n. 1, p. 1, doi. 10.1093/noajnl/vdae108

By:

Liu, Xinyang;
Jiang, Zhifan;
Roth, Holger R;
Anwar, Syed Muhammad;
Bonner, Erin R;
Mahtabfar, Aria;
Packer, Roger J;
Kazerooni, Anahita Fathi;
Bornhorst, Miriam;
Linguraru, Marius George

Publication type:

Article

Federated learning improves site performance in multicenter deep learning without data sharing.

Published in:

2021

By:

Sarma, Karthik V;
Harmon, Stephanie;
Sanford, Thomas;
Roth, Holger R;
Xu, Ziyue;
Tetreault, Jesse;
Xu, Daguang;
Flores, Mona G;
Raman, Alex G;
Kulkarni, Rushikesh;
Wood, Bradford J;
Choyke, Peter L;
Priester, Alan M;
Marks, Leonard S;
Raman, Steven S;
Enzmann, Dieter;
Turkbey, Baris;
Speier, William;
Arnold, Corey W

Publication type:

journal article

Detection of pancreatic cancer with two- and three-dimensional radiomic analysis in a nationwide population-based real-world dataset.

Published in:

BMC Cancer, 2023, v. 23, n. 1, p. 1, doi. 10.1186/s12885-023-10536-8

By:

Chang, Dawei;
Chen, Po-Ting;
Wang, Pochuan;
Wu, Tinghui;
Yeh, Andre Yanchen;
Lee, Po-Chang;
Sung, Yi-Hui;
Liu, Kao-Lang;
Wu, Ming-Shiang;
Yang, Dong;
Roth, Holger;
Liao, Wei-Chih;
Wang, Weichung

Publication type:

Article

Detection of pancreatic cancer with two- and three-dimensional radiomic analysis in a nationwide population-based real-world dataset.

Published in:

BMC Cancer, 2023, v. 23, n. 1, p. 1, doi. 10.1186/s12885-023-10536-8

By:

Chang, Dawei;
Chen, Po-Ting;
Wang, Pochuan;
Wu, Tinghui;
Yeh, Andre Yanchen;
Lee, Po-Chang;
Sung, Yi-Hui;
Liu, Kao-Lang;
Wu, Ming-Shiang;
Yang, Dong;
Roth, Holger;
Liao, Wei-Chih;
Wang, Weichung

Publication type:

Article

Generalized chest CT and lab curves throughout the course of COVID-19.

Published in:

Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-85694-5

By:

Kassin, Michael T.;
Varble, Nicole;
Blain, Maxime;
Xu, Sheng;
Turkbey, Evrim B.;
Harmon, Stephanie;
Yang, Dong;
Xu, Ziyue;
Roth, Holger;
Xu, Daguang;
Flores, Mona;
Amalou, Amel;
Sun, Kaiyun;
Kadri, Sameer;
Patella, Francesca;
Cariati, Maurizio;
Scarabelli, Alice;
Stellato, Elvira;
Ierardi, Anna Maria;
Carrafiello, Gianpaolo

Publication type:

Article

Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets.

Published in:

Nature Communications, 2020, v. 11, p. 1, doi. 10.1038/s41467-020-17971-2

By:

Harmon, Stephanie A.;
Sanford, Thomas H.;
Sheng Xu;
Turkbey, Evrim B.;
Roth, Holger;
Ziyue Xu;
Dong Yang;
Myronenko, Andriy;
Anderson, Victoria;
Amalou, Amel;
Blain, Maxime;
Kassin, Michael;
Long, Dilara;
Varble, Nicole;
Walker, Stephanie M.;
Bagci, Ulas;
Maria Ierardi, Anna;
Stellato, Elvira;
Giovanni Plensich, Guido;
Franceschelli, Giuseppe

Publication type:

Article

Stable polyp-scene classification via subsampling and residual learning from an imbalanced large dataset.

Published in:

Healthcare Technology Letters, 2019, v. 6, n. 6, p. 237, doi. 10.1049/htl.2019.0079

By:

Hayato Itoh;
Holger Roth;
Masahiro Oda;
Masashi Misawa;
Yuichi Mori;
Shin-Ei Kudo;
Kensaku Mori

Publication type:

Article

The future of digital health with federated learning.

Published in:

NPJ Digital Medicine, 2020, v. 3, n. 1, p. N.PAG, doi. 10.1038/s41746-020-00323-1

By:

Rieke, Nicola;
Hancox, Jonny;
Li, Wenqi;
Milletarì, Fausto;
Roth, Holger R.;
Albarqouni, Shadi;
Bakas, Spyridon;
Galtier, Mathieu N.;
Landman, Bennett A.;
Maier-Hein, Klaus;
Ourselin, Sébastien;
Sheller, Micah;
Summers, Ronald M.;
Trask, Andrew;
Xu, Daguang;
Baust, Maximilian;
Cardoso, M. Jorge

Publication type:

Article

Cardiac fiber tracking on super high-resolution CT images: a comparative study.

Published in:

Journal of Medical Imaging, 2020, v. 7, n. 2, p. 26001, doi. 10.1117/1.JMI.7.2.026001

By:

Oda, Hirohisa;
Roth, Holger R.;
Sugino, Takaaki;
Sunaguchi, Naoki;
Usami, Noriko;
Oda, Masahiro;
Shimao, Daisuke;
Ichihara, Shu;
Yuasa, Tetsuya;
Ando, Masami;
Akita, Toshiaki;
Narita, Yuji;
Mori, Kensaku

Publication type:

Article

Fully automated prostate whole gland and central gland segmentation on MRI using holistically nested networks with short connections.

Published in:

Journal of Medical Imaging, 2019, v. 6, n. 2, p. 24007, doi. 10.1117/1.JMI.6.2.024007

By:

Cheng, Ruida;
Lay, Nathan;
Roth, Holger R.;
Turkbey, Baris;
Jin, Dakai;
Gandler, William;
McCreedy, Evan S.;
Pohida, Tom;
Pinto, Peter;
Choyke, Peter;
McAuliffe, Matthew J.;
Summers, Ronald M.

Publication type:

Article

Holistic segmentation of the lung in cine MRI.

Published in:

Journal of Medical Imaging, 2017, v. 4, n. 4, p. 041310-1, doi. 10.1117/1.JMI.4.4.041310

By:

Kovacs, William;
Hsieh, Nathan;
Roth, Holger;
Nnamdi-Emeratom, Chioma;
Bandettini, W. Patricia;
Arai, Andrew;
Mankodi, Ami;
Summers, Ronald M.;
Jianhua Yao

Publication type:

Article

Automatic magnetic resonance prostate segmentation by deep learning with holistically nested networks.

Published in:

Journal of Medical Imaging, 2017, v. 4, n. 4, p. 041302-1, doi. 10.1117/1.JMI.4.4.041302

By:

Ruida Cheng;
Roth, Holger R.;
Lay, Nathan;
Le Lu;
Turkbey, Baris;
Gandler, William;
McCreedy, Evan S.;
Pohida, Tom;
Pinto, Peter A.;
Choyke, Peter;
McAuliffe, Matthew J.;
Summers, Ronald M.

Publication type:

Article

Deep Learning–based Diagnosis of Pulmonary Tuberculosis on Chest X-ray in the Emergency Department: A Retrospective Study.

Published in:

Journal of Digital Imaging, 2024, v. 37, n. 2, p. 589, doi. 10.1007/s10278-023-00952-4

By:

Wang, Chih-Hung;
Chang, Weishan;
Lee, Meng-Rui;
Tay, Joyce;
Wu, Cheng-Yi;
Wu, Meng-Che;
Roth, Holger R.;
Yang, Dong;
Zhao, Can;
Wang, Weichung;
Huang, Chien-Hua

Publication type:

Article

Performance improvement of weakly supervised fully convolutional networks by skip connections for brain structure segmentation.

Published in:

Medical Physics, 2021, v. 48, n. 11, p. 7215, doi. 10.1002/mp.15192

By:

Sugino, Takaaki;
Roth, Holger R.;
Oda, Masahiro;
Kin, Taichi;
Saito, Nobuhito;
Nakajima, Yoshikazu;
Mori, Kensaku

Publication type:

Article

Registration of the endoluminal surfaces of the colon derived from prone and supine CT colonography.

Published in:

Medical Physics, 2011, v. 38, n. 6, p. 3077, doi. 10.1118/1.3577603

By:

Roth, Holger R.;
McClelland, Jamie R.;
Boone, Darren J.;
Modat, Marc;
Jorge Cardoso, M.;
Hampshire, Thomas E.;
Hu, Mingxing;
Punwani, Shonit;
Ourselin, Sebastien;
Slabaugh, Greg G.;
Halligan, Steve;
Hawkes, David J.

Publication type:

Article

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

Published in:

International Journal of Computer Assisted Radiology & Surgery, 2024, v. 19, n. 4, p. 655, doi. 10.1007/s11548-023-03049-z

By:

Shen, Chen;
Roth, Holger R.;
Hayashi, Yuichiro;
Oda, Masahiro;
Sato, Gen;
Miyamoto, Tadaaki;
Rueckert, Daniel;
Mori, Kensaku

Publication type:

Article

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

Published in:

International Journal of Computer Assisted Radiology & Surgery, 2022, v. 17, n. 2, p. 343, doi. 10.1007/s11548-021-02530-x

By:

Shen, Chen;
Roth, Holger R.;
Hayashi, Yuichiro;
Oda, Masahiro;
Miyamoto, Tadaaki;
Sato, Gen;
Mori, Kensaku

Publication type:

Article

Abdominal artery segmentation method from CT volumes using fully convolutional neural network.

Published in:

International Journal of Computer Assisted Radiology & Surgery, 2019, v. 14, n. 12, p. 2069, doi. 10.1007/s11548-019-02062-5

By:

Oda, Masahiro;
Roth, Holger R.;
Kitasaka, Takayuki;
Misawa, Kazunari;
Fujiwara, Michitaka;
Mori, Kensaku

Publication type:

Article

Deep Learning–Based Localization and Detection of Malpositioned Nasogastric Tubes on Portable Supine Chest X-Rays in Intensive Care and Emergency Medicine: A Multi-center Retrospective Study.

Published in:

Journal of Imaging Informatics in Medicine, 2025, v. 38, n. 1, p. 335, doi. 10.1007/s10278-024-01181-z

By:

Wang, Chih-Hung;
Hwang, Tianyu;
Huang, Yu-Sen;
Tay, Joyce;
Wu, Cheng-Yi;
Wu, Meng-Che;
Roth, Holger R.;
Yang, Dong;
Zhao, Can;
Wang, Weichung;
Huang, Chien-Hua

Publication type:

Article