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Tumor classification of gastrointestinal liver metastases using CT-based radiomics and deep learning.
Tharmaseelan, Hishan; Vellala, Abhinay K; Hertel, Alexander; Tollens, Fabian; Rotkopf, Lukas T; Rink, Johann; Woznicki, Piotr; Ayx, Isabelle; Bartling, Sönke; Nörenberg, Dominik; Schoenberg, Stefan O; Froelich, Matthias F.
Affiliation
  • Tharmaseelan H; Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany.
  • Vellala AK; Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany.
  • Hertel A; Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany.
  • Tollens F; Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany.
  • Rotkopf LT; Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany.
  • Rink J; German Cancer Research Center, E010 Radiology, Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.
  • Woznicki P; Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany.
  • Ayx I; Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany.
  • Bartling S; Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany.
  • Nörenberg D; Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany.
  • Schoenberg SO; Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany.
  • Froelich MF; Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167, Mannheim, Germany.
Cancer Imaging ; 23(1): 95, 2023 Oct 05.
Article in En | MEDLINE | ID: mdl-37798797
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Pancreatic Neoplasms / Colorectal Neoplasms / Adenocarcinoma / Deep Learning / Liver Neoplasms Limits: Female / Humans / Male Language: En Journal: Cancer Imaging Journal subject: DIAGNOSTICO POR IMAGEM / NEOPLASIAS Year: 2023 Document type: Article Affiliation country:
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Pancreatic Neoplasms / Colorectal Neoplasms / Adenocarcinoma / Deep Learning / Liver Neoplasms Limits: Female / Humans / Male Language: En Journal: Cancer Imaging Journal subject: DIAGNOSTICO POR IMAGEM / NEOPLASIAS Year: 2023 Document type: Article Affiliation country: