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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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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

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