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Automated graded prognostic assessment for patients with hepatocellular carcinoma using machine learning.
Published in:
European Radiology, 2024, v. 34, n. 10, p. 6940, doi. 10.1007/s00330-024-10624-8
By:
- Gross, Moritz;
- Haider, Stefan P.;
- Ze'evi, Tal;
- Huber, Steffen;
- Arora, Sandeep;
- Kucukkaya, Ahmet S.;
- Iseke, Simon;
- Gebauer, Bernhard;
- Fleckenstein, Florian;
- Dewey, Marc;
- Jaffe, Ariel;
- Strazzabosco, Mario;
- Chapiro, Julius;
- Onofrey, John A.
Publication type:
Article
Automated MRI liver segmentation for anatomical segmentation, liver volumetry, and the extraction of radiomics.
Published in:
European Radiology, 2024, v. 34, n. 8, p. 5056, doi. 10.1007/s00330-023-10495-5
By:
- Gross, Moritz;
- Huber, Steffen;
- Arora, Sandeep;
- Ze'evi, Tal;
- Haider, Stefan P.;
- Kucukkaya, Ahmet S.;
- Iseke, Simon;
- Kuhn, Tom Niklas;
- Gebauer, Bernhard;
- Michallek, Florian;
- Dewey, Marc;
- Vilgrain, Valérie;
- Sartoris, Riccardo;
- Ronot, Maxime;
- Jaffe, Ariel;
- Strazzabosco, Mario;
- Chapiro, Julius;
- Onofrey, John A.
Publication type:
Article
Deep learning of image-derived measures of body composition in pediatric, adolescent, and young adult lymphoma: association with late treatment effects.
Published in:
European Radiology, 2023, v. 33, n. 9, p. 6599, doi. 10.1007/s00330-023-09587-z
By:
- Tram, Nguyen K.;
- Chou, Ting-Heng;
- Janse, Sarah A.;
- Bobbey, Adam J.;
- Audino, Anthony N.;
- Onofrey, John A.;
- Stacy, Mitchel R.
Publication type:
Article
Generation of synthetic PET images of synaptic density and amyloid from 18F‐FDG images using deep learning.
Published in:
Medical Physics, 2021, v. 48, n. 9, p. 5115, doi. 10.1002/mp.15073
By:
- Wang, Rui;
- Liu, Hui;
- Toyonaga, Takuya;
- Shi, Luyao;
- Wu, Jing;
- Onofrey, John Aaron;
- Tsai, Yu‐Jung;
- Naganawa, Mika;
- Ma, Tianyu;
- Liu, Yaqiang;
- Chen, Ming‐Kai;
- Mecca, Adam P.;
- O'Dell, Ryan S.;
- van Dyck, Christopher H.;
- Carson, Richard E.;
- Liu, Chi
Publication type:
Article
Predicting tumor recurrence on baseline MR imaging in patients with early-stage hepatocellular carcinoma using deep machine learning.
Published in:
Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-34439-7
By:
- Kucukkaya, Ahmet Said;
- Zeevi, Tal;
- Chai, Nathan Xianming;
- Raju, Rajiv;
- Haider, Stefan Philipp;
- Elbanan, Mohamed;
- Petukhova-Greenstein, Alexandra;
- Lin, MingDe;
- Onofrey, John;
- Nowak, Michal;
- Cooper, Kirsten;
- Thomas, Elizabeth;
- Santana, Jessica;
- Gebauer, Bernhard;
- Mulligan, David;
- Staib, Lawrence;
- Batra, Ramesh;
- Chapiro, Julius
Publication type:
Article
Improved performance and consistency of deep learning 3D liver segmentation with heterogeneous cancer stages in magnetic resonance imaging.
Published in:
PLoS ONE, 2021, v. 16, n. 12, p. 1, doi. 10.1371/journal.pone.0260630
By:
- Gross, Moritz;
- Spektor, Michael;
- Jaffe, Ariel;
- Kucukkaya, Ahmet S.;
- Iseke, Simon;
- Haider, Stefan P.;
- Strazzabosco, Mario;
- Chapiro, Julius;
- Onofrey, John A.
Publication type:
Article
Respiratory Motion Compensation for PET/CT with Motion Information Derived from Matched Attenuation-Corrected Gated PET Data.
Published in:
Journal of Nuclear Medicine, 2018, v. 59, n. 9, p. 1480, doi. 10.2967/jnumed.117.203000
By:
- Yihuan Lu;
- Fontaine, Kathryn;
- Mulnix, Tim;
- Onofrey, John A.;
- Silin Ren;
- Panin, Vladimir;
- Jones, Judson;
- Casey, Michael E.;
- Barnett, Robert;
- Kench, Peter;
- Fulton, Roger;
- Carson, Richard E.;
- Chi Liu
Publication type:
Article
Deep-learned placental vessel segmentation for intraoperative video enhancement in fetoscopic surgery.
Published in:
International Journal of Computer Assisted Radiology & Surgery, 2019, v. 14, n. 2, p. 227, doi. 10.1007/s11548-018-1886-4
By:
- Sadda, Praneeth;
- Imamoglu, Metehan;
- Dombrowski, Michael;
- Papademetris, Xenophon;
- Bahtiyar, Mert O.;
- Onofrey, John
Publication type:
Article
Doubling of Decipher Biopsy Genomic Score Is Related to Disease Reclassification on Subsequent Surveillance Biopsy but Not Adverse Features on Radical Prostatectomy.
Published in:
Case Reports in Urology, 2021, p. 1, doi. 10.1155/2021/2687416
By:
- Ghabili, Kamyar;
- Paulson, Nathan;
- Syed, Jamil S.;
- Nawaf, Cayce B.;
- Khajir, Ghazal;
- Martin, Darryl T.;
- Onofrey, John;
- Leapman, Michael S.;
- Levi, Angelique;
- Weinreb, Jeffrey C.;
- Humphrey, Peter A.;
- Sprenkle, Preston C.
Publication type:
Article
Extent of High-Grade Prostatic Adenocarcinoma in Multiparametric Magnetic Resonance Imaging-Targeted Biopsy Enhances Prediction of Pathologic Stage.
Published in:
Archives of Pathology & Laboratory Medicine, 2022, v. 146, n. 2, p. 201, doi. 10.5858/arpa.2020-0568-OA
By:
- Paulson, Nathan;
- Vollmer, Robin T.;
- Humphrey, Peter A.;
- Sprenkle, Preston C.;
- Onofrey, John;
- Huber, Steffen;
- Amirkhiz, Kamyar;
- Levi, Angelique W.
Publication type:
Article
Deep learning–based attenuation correction for whole-body PET — a multi-tracer study with 18F-FDG, 68 Ga-DOTATATE, and 18F-Fluciclovine.
Published in:
European Journal of Nuclear Medicine & Molecular Imaging, 2022, v. 49, n. 9, p. 3086, doi. 10.1007/s00259-022-05748-2
By:
- Toyonaga, Takuya;
- Shao, Dan;
- Shi, Luyao;
- Zhang, Jiazhen;
- Revilla, Enette Mae;
- Menard, David;
- Ankrah, Joseph;
- Hirata, Kenji;
- Chen, Ming-Kai;
- Onofrey, John A.;
- Lu, Yihuan
Publication type:
Article
Deep learning-based attenuation map generation for myocardial perfusion SPECT.
Published in:
European Journal of Nuclear Medicine & Molecular Imaging, 2020, v. 47, n. 10, p. 2383, doi. 10.1007/s00259-020-04746-6
By:
- Shi, Luyao;
- Onofrey, John A.;
- Liu, Hui;
- Liu, Yi-Hwa;
- Liu, Chi
Publication type:
Article

Found: 12

Automated graded prognostic assessment for patients with hepatocellular carcinoma using machine learning.

Automated MRI liver segmentation for anatomical segmentation, liver volumetry, and the extraction of radiomics.

Deep learning of image-derived measures of body composition in pediatric, adolescent, and young adult lymphoma: association with late treatment effects.

Generation of synthetic PET images of synaptic density and amyloid from <sup>18</sup>F‐FDG images using deep learning.

Predicting tumor recurrence on baseline MR imaging in patients with early-stage hepatocellular carcinoma using deep machine learning.

Improved performance and consistency of deep learning 3D liver segmentation with heterogeneous cancer stages in magnetic resonance imaging.

Respiratory Motion Compensation for PET/CT with Motion Information Derived from Matched Attenuation-Corrected Gated PET Data.

Deep-learned placental vessel segmentation for intraoperative video enhancement in fetoscopic surgery.

Doubling of Decipher Biopsy Genomic Score Is Related to Disease Reclassification on Subsequent Surveillance Biopsy but Not Adverse Features on Radical Prostatectomy.

Extent of High-Grade Prostatic Adenocarcinoma in Multiparametric Magnetic Resonance Imaging-Targeted Biopsy Enhances Prediction of Pathologic Stage.

Deep learning–based attenuation correction for whole-body PET — a multi-tracer study with <sup>18</sup>F-FDG, <sup>68</sup> Ga-DOTATATE, and <sup>18</sup>F-Fluciclovine.

Deep learning-based attenuation map generation for myocardial perfusion SPECT.