机构:
CHU Nancy, Serv Imagerie Guilloz, 29 Ave Marechal de Lattre de Tassigny, F-54000 Nancy, FranceCHU Nancy, Serv Imagerie Guilloz, 29 Ave Marechal de Lattre de Tassigny, F-54000 Nancy, France
Blum, A.
[1
]
Zins, M.
论文数: 0引用数: 0
h-index: 0
机构:
Hop St Joseph, Radiodiagnost & Imagerie Med, 185 Rue Raymond Losserand, F-75674 Paris, FranceCHU Nancy, Serv Imagerie Guilloz, 29 Ave Marechal de Lattre de Tassigny, F-54000 Nancy, France
Zins, M.
[2
]
机构:
[1] CHU Nancy, Serv Imagerie Guilloz, 29 Ave Marechal de Lattre de Tassigny, F-54000 Nancy, France
[2] Hop St Joseph, Radiodiagnost & Imagerie Med, 185 Rue Raymond Losserand, F-75674 Paris, France
Artificial intelligence;
Patient-centered medicine;
Longitudinal medical record;
Radiomics;
Precision medicine;
PATIENT-CENTERED RADIOLOGY;
BIG DATA;
DIAGNOSIS;
MEDICINE;
TIME;
D O I:
10.1016/j.diii.2017.04.002
中图分类号:
R8 [特种医学];
R445 [影像诊断学];
学科分类号:
100231 [临床病理学];
100902 [航空航天医学];
摘要:
Radiology is one of the most innovative medical specialties, and remains very popular with our young colleagues but is its future bright? To J.H. Thrall, three innovations seem likely to shape the future of medical imaging: advances in imaging techniques, evolutionary changes in medical informatics, and the development of precision medicine and imaging-based individualized therapy based on radiomics [1]. Radiomics is method of qualitative and quantitative analysis of digital medical imaging data that constitutes a new noninvasive biomarker concerning the genotype of a lesion or an individual [2,3]. These technological and conceptual breakthroughs suggest a growing role for Radiology, yet some commentators still express concern about the possible annihilation of our specialty [4,5]. The issue has created a buzz in the US and was debated at the most recent meeting of the Radiological Society of North America (RSNA).
机构:
Rowan Univ, Cooper Univ Hosp, Dept Radiol, One Cooper Plaza,B23, Camden, NJ 08103 USARowan Univ, Cooper Univ Hosp, Dept Radiol, One Cooper Plaza,B23, Camden, NJ 08103 USA
Abujudeh, Hani H.
;
Danielson, Adam
论文数: 0引用数: 0
h-index: 0
机构:
Rowan Univ, Cooper Univ Hosp, Dept Radiol, One Cooper Plaza,B23, Camden, NJ 08103 USARowan Univ, Cooper Univ Hosp, Dept Radiol, One Cooper Plaza,B23, Camden, NJ 08103 USA
Danielson, Adam
;
Bruno, Michael A.
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Coll Med, Dept Radiol, Hershey, PA USARowan Univ, Cooper Univ Hosp, Dept Radiol, One Cooper Plaza,B23, Camden, NJ 08103 USA
机构:
Paris Descartes Univ, Georges Pompidou European Hosp, AP HP, Sorbonne Paris Cite,Radiat Oncol Dept, Paris, France
Paris Descartes Univ, Sorbonne Paris Cite, INSERM, Team Informat Sci Support Personalized Med 22,UMR, Paris, FranceParis Descartes Univ, Georges Pompidou European Hosp, AP HP, Sorbonne Paris Cite,Radiat Oncol Dept, Paris, France
Bibault, Jean-Emmanuel
;
Giraud, Philippe
论文数: 0引用数: 0
h-index: 0
机构:
Paris Descartes Univ, Georges Pompidou European Hosp, AP HP, Sorbonne Paris Cite,Radiat Oncol Dept, Paris, FranceParis Descartes Univ, Georges Pompidou European Hosp, AP HP, Sorbonne Paris Cite,Radiat Oncol Dept, Paris, France
Giraud, Philippe
;
Burgun, Anita
论文数: 0引用数: 0
h-index: 0
机构:
Paris Descartes Univ, Sorbonne Paris Cite, INSERM, Team Informat Sci Support Personalized Med 22,UMR, Paris, France
Paris Descartes Univ, Georges Pompidou European Hosp, AP HP, Sorbonne Paris Cite,Biomed Informat & Publ Hlth D, Paris, FranceParis Descartes Univ, Georges Pompidou European Hosp, AP HP, Sorbonne Paris Cite,Radiat Oncol Dept, Paris, France
机构:
IRCM, 208 Rue Apothicaires, F-34298 Montpellier 05, France
Inserm U896, F-34298 Montpellier 05, France
Univ Montpellier I, F-34298 Montpellier 05, France
Inst Reg Canc Montpellier ICM, Pole Radiotherapie Oncol, F-34298 Montpellier 05, FranceIRCM, 208 Rue Apothicaires, F-34298 Montpellier 05, France
Bourgier, C.
;
Colinge, J.
论文数: 0引用数: 0
h-index: 0
机构:
IRCM, 208 Rue Apothicaires, F-34298 Montpellier 05, France
Inserm U896, F-34298 Montpellier 05, France
Univ Montpellier I, F-34298 Montpellier 05, FranceIRCM, 208 Rue Apothicaires, F-34298 Montpellier 05, France
Colinge, J.
;
Ailleres, N.
论文数: 0引用数: 0
h-index: 0
机构:
Inst Reg Canc Montpellier ICM, Pole Radiotherapie Oncol, F-34298 Montpellier 05, FranceIRCM, 208 Rue Apothicaires, F-34298 Montpellier 05, France
Ailleres, N.
;
Fenoglietto, P.
论文数: 0引用数: 0
h-index: 0
机构:
Inst Reg Canc Montpellier ICM, Pole Radiotherapie Oncol, F-34298 Montpellier 05, FranceIRCM, 208 Rue Apothicaires, F-34298 Montpellier 05, France
Fenoglietto, P.
;
论文数: 引用数:
h-index:
机构:
Brengues, M.
;
Pelegrin, A.
论文数: 0引用数: 0
h-index: 0
机构:
Inst Reg Canc Montpellier ICM, Pole Radiotherapie Oncol, F-34298 Montpellier 05, FranceIRCM, 208 Rue Apothicaires, F-34298 Montpellier 05, France
Pelegrin, A.
;
Azria, D.
论文数: 0引用数: 0
h-index: 0
机构:
IRCM, 208 Rue Apothicaires, F-34298 Montpellier 05, France
Inserm U896, F-34298 Montpellier 05, France
Univ Montpellier I, F-34298 Montpellier 05, France
Inst Reg Canc Montpellier ICM, Pole Radiotherapie Oncol, F-34298 Montpellier 05, FranceIRCM, 208 Rue Apothicaires, F-34298 Montpellier 05, France
机构:
UMass Mem Med Ctr, Dept Radiol, 55 Lake Ave North, Worcester, MA 01655 USAUMass Mem Med Ctr, Dept Radiol, 55 Lake Ave North, Worcester, MA 01655 USA
DeBenedectis, Carolynn M.
;
Gauguet, Jean-Marc
论文数: 0引用数: 0
h-index: 0
机构:
UMass Mem Med Ctr, Dept Radiol, 55 Lake Ave North, Worcester, MA 01655 USAUMass Mem Med Ctr, Dept Radiol, 55 Lake Ave North, Worcester, MA 01655 USA
Gauguet, Jean-Marc
;
Makris, Joseph
论文数: 0引用数: 0
h-index: 0
机构:
UMass Mem Med Ctr, Dept Radiol, 55 Lake Ave North, Worcester, MA 01655 USAUMass Mem Med Ctr, Dept Radiol, 55 Lake Ave North, Worcester, MA 01655 USA
Makris, Joseph
;
Brown, Stephen D.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Childrens Hosp, Dept Radiol, Boston, MA USAUMass Mem Med Ctr, Dept Radiol, 55 Lake Ave North, Worcester, MA 01655 USA
Brown, Stephen D.
;
Rosen, Max P.
论文数: 0引用数: 0
h-index: 0
机构:
UMass Mem Med Ctr, Dept Radiol, 55 Lake Ave North, Worcester, MA 01655 USAUMass Mem Med Ctr, Dept Radiol, 55 Lake Ave North, Worcester, MA 01655 USA
机构:
Rowan Univ, Cooper Univ Hosp, Dept Radiol, One Cooper Plaza,B23, Camden, NJ 08103 USARowan Univ, Cooper Univ Hosp, Dept Radiol, One Cooper Plaza,B23, Camden, NJ 08103 USA
Abujudeh, Hani H.
;
Danielson, Adam
论文数: 0引用数: 0
h-index: 0
机构:
Rowan Univ, Cooper Univ Hosp, Dept Radiol, One Cooper Plaza,B23, Camden, NJ 08103 USARowan Univ, Cooper Univ Hosp, Dept Radiol, One Cooper Plaza,B23, Camden, NJ 08103 USA
Danielson, Adam
;
Bruno, Michael A.
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Coll Med, Dept Radiol, Hershey, PA USARowan Univ, Cooper Univ Hosp, Dept Radiol, One Cooper Plaza,B23, Camden, NJ 08103 USA
机构:
Paris Descartes Univ, Georges Pompidou European Hosp, AP HP, Sorbonne Paris Cite,Radiat Oncol Dept, Paris, France
Paris Descartes Univ, Sorbonne Paris Cite, INSERM, Team Informat Sci Support Personalized Med 22,UMR, Paris, FranceParis Descartes Univ, Georges Pompidou European Hosp, AP HP, Sorbonne Paris Cite,Radiat Oncol Dept, Paris, France
Bibault, Jean-Emmanuel
;
Giraud, Philippe
论文数: 0引用数: 0
h-index: 0
机构:
Paris Descartes Univ, Georges Pompidou European Hosp, AP HP, Sorbonne Paris Cite,Radiat Oncol Dept, Paris, FranceParis Descartes Univ, Georges Pompidou European Hosp, AP HP, Sorbonne Paris Cite,Radiat Oncol Dept, Paris, France
Giraud, Philippe
;
Burgun, Anita
论文数: 0引用数: 0
h-index: 0
机构:
Paris Descartes Univ, Sorbonne Paris Cite, INSERM, Team Informat Sci Support Personalized Med 22,UMR, Paris, France
Paris Descartes Univ, Georges Pompidou European Hosp, AP HP, Sorbonne Paris Cite,Biomed Informat & Publ Hlth D, Paris, FranceParis Descartes Univ, Georges Pompidou European Hosp, AP HP, Sorbonne Paris Cite,Radiat Oncol Dept, Paris, France
机构:
IRCM, 208 Rue Apothicaires, F-34298 Montpellier 05, France
Inserm U896, F-34298 Montpellier 05, France
Univ Montpellier I, F-34298 Montpellier 05, France
Inst Reg Canc Montpellier ICM, Pole Radiotherapie Oncol, F-34298 Montpellier 05, FranceIRCM, 208 Rue Apothicaires, F-34298 Montpellier 05, France
Bourgier, C.
;
Colinge, J.
论文数: 0引用数: 0
h-index: 0
机构:
IRCM, 208 Rue Apothicaires, F-34298 Montpellier 05, France
Inserm U896, F-34298 Montpellier 05, France
Univ Montpellier I, F-34298 Montpellier 05, FranceIRCM, 208 Rue Apothicaires, F-34298 Montpellier 05, France
Colinge, J.
;
Ailleres, N.
论文数: 0引用数: 0
h-index: 0
机构:
Inst Reg Canc Montpellier ICM, Pole Radiotherapie Oncol, F-34298 Montpellier 05, FranceIRCM, 208 Rue Apothicaires, F-34298 Montpellier 05, France
Ailleres, N.
;
Fenoglietto, P.
论文数: 0引用数: 0
h-index: 0
机构:
Inst Reg Canc Montpellier ICM, Pole Radiotherapie Oncol, F-34298 Montpellier 05, FranceIRCM, 208 Rue Apothicaires, F-34298 Montpellier 05, France
Fenoglietto, P.
;
论文数: 引用数:
h-index:
机构:
Brengues, M.
;
Pelegrin, A.
论文数: 0引用数: 0
h-index: 0
机构:
Inst Reg Canc Montpellier ICM, Pole Radiotherapie Oncol, F-34298 Montpellier 05, FranceIRCM, 208 Rue Apothicaires, F-34298 Montpellier 05, France
Pelegrin, A.
;
Azria, D.
论文数: 0引用数: 0
h-index: 0
机构:
IRCM, 208 Rue Apothicaires, F-34298 Montpellier 05, France
Inserm U896, F-34298 Montpellier 05, France
Univ Montpellier I, F-34298 Montpellier 05, France
Inst Reg Canc Montpellier ICM, Pole Radiotherapie Oncol, F-34298 Montpellier 05, FranceIRCM, 208 Rue Apothicaires, F-34298 Montpellier 05, France
机构:
UMass Mem Med Ctr, Dept Radiol, 55 Lake Ave North, Worcester, MA 01655 USAUMass Mem Med Ctr, Dept Radiol, 55 Lake Ave North, Worcester, MA 01655 USA
DeBenedectis, Carolynn M.
;
Gauguet, Jean-Marc
论文数: 0引用数: 0
h-index: 0
机构:
UMass Mem Med Ctr, Dept Radiol, 55 Lake Ave North, Worcester, MA 01655 USAUMass Mem Med Ctr, Dept Radiol, 55 Lake Ave North, Worcester, MA 01655 USA
Gauguet, Jean-Marc
;
Makris, Joseph
论文数: 0引用数: 0
h-index: 0
机构:
UMass Mem Med Ctr, Dept Radiol, 55 Lake Ave North, Worcester, MA 01655 USAUMass Mem Med Ctr, Dept Radiol, 55 Lake Ave North, Worcester, MA 01655 USA
Makris, Joseph
;
Brown, Stephen D.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Childrens Hosp, Dept Radiol, Boston, MA USAUMass Mem Med Ctr, Dept Radiol, 55 Lake Ave North, Worcester, MA 01655 USA
Brown, Stephen D.
;
Rosen, Max P.
论文数: 0引用数: 0
h-index: 0
机构:
UMass Mem Med Ctr, Dept Radiol, 55 Lake Ave North, Worcester, MA 01655 USAUMass Mem Med Ctr, Dept Radiol, 55 Lake Ave North, Worcester, MA 01655 USA