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- [21] Between Always and Never: Evaluating Uncertainty in Radiology Reports Using Natural Language ProcessingJournal of Digital Imaging, 2020, 33 : 1194 - 1201Andrew L. Callen论文数: 0 引用数: 0 h-index: 0机构: University of Colorado Anschutz Medical Campus,Department of RadiologySara M. Dupont论文数: 0 引用数: 0 h-index: 0机构: University of Colorado Anschutz Medical Campus,Department of RadiologyAdi Price论文数: 0 引用数: 0 h-index: 0机构: University of Colorado Anschutz Medical Campus,Department of RadiologyBen Laguna论文数: 0 引用数: 0 h-index: 0机构: University of Colorado Anschutz Medical Campus,Department of RadiologyDavid McCoy论文数: 0 引用数: 0 h-index: 0机构: University of Colorado Anschutz Medical Campus,Department of RadiologyBao Do论文数: 0 引用数: 0 h-index: 0机构: University of Colorado Anschutz Medical Campus,Department of RadiologyJason Talbott论文数: 0 引用数: 0 h-index: 0机构: University of Colorado Anschutz Medical Campus,Department of RadiologyMarc Kohli论文数: 0 引用数: 0 h-index: 0机构: University of Colorado Anschutz Medical Campus,Department of RadiologyJared Narvid论文数: 0 引用数: 0 h-index: 0机构: University of Colorado Anschutz Medical Campus,Department of Radiology
- [22] Evaluation of Document-Level Identification of Pulmonary Nodules in Radiology Reports Using FLAIR Natural Language Processing Framework2022 IEEE 10TH INTERNATIONAL CONFERENCE ON HEALTHCARE INFORMATICS (ICHI 2022), 2022, : 515 - 516Oian, Ray论文数: 0 引用数: 0 h-index: 0机构: Mayo Clin, Dept Lab Med & Pathol, Rochester, MN 55905 USA Mayo Clin, Dept Lab Med & Pathol, Rochester, MN 55905 USAFu, Sunyang论文数: 0 引用数: 0 h-index: 0机构: Mayo Clin, Dept Artificial Intelligence & Informat, Rochester, MN USA Mayo Clin, Dept Lab Med & Pathol, Rochester, MN 55905 USALiu, Hongfang论文数: 0 引用数: 0 h-index: 0机构: Mayo Clin, Dept Artificial Intelligence & Informat, Rochester, MN USA Mayo Clin, Dept Lab Med & Pathol, Rochester, MN 55905 USA
- [23] Assessment of Deep Natural Language Processing in Ascertaining Oncologic Outcomes From Radiology ReportsJAMA ONCOLOGY, 2019, 5 (10) : 1421 - 1429Kehl, Kenneth L.论文数: 0 引用数: 0 h-index: 0机构: Dana Farber Canc Inst, Div Populat Sci, 450 Brookline Ave, Boston, MA 02115 USA Dana Farber Canc Inst, Thorac Oncol Program, Boston, MA 02115 USA Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA Dana Farber Canc Inst, Div Populat Sci, 450 Brookline Ave, Boston, MA 02115 USAElmarakeby, Haitham论文数: 0 引用数: 0 h-index: 0机构: Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA Dana Farber Canc Inst, Div Populat Sci, 450 Brookline Ave, Boston, MA 02115 USANishino, Mizuki论文数: 0 引用数: 0 h-index: 0机构: Dana Farber Canc Inst, Dept Imaging, Boston, MA 02115 USA Dana Farber Canc Inst, Div Populat Sci, 450 Brookline Ave, Boston, MA 02115 USAVan Allen, Eliezer M.论文数: 0 引用数: 0 h-index: 0机构: Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA Dana Farber Canc Inst, Div Populat Sci, 450 Brookline Ave, Boston, MA 02115 USALepisto, Eva M.论文数: 0 引用数: 0 h-index: 0机构: Dana Farber Canc Inst, Div Populat Sci, 450 Brookline Ave, Boston, MA 02115 USA Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA Dana Farber Canc Inst, Dept Informat, Boston, MA 02115 USA Dana Farber Canc Inst, Div Populat Sci, 450 Brookline Ave, Boston, MA 02115 USAHassett, Michael J.论文数: 0 引用数: 0 h-index: 0机构: Dana Farber Canc Inst, Div Populat Sci, 450 Brookline Ave, Boston, MA 02115 USA Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA Dana Farber Canc Inst, Div Populat Sci, 450 Brookline Ave, Boston, MA 02115 USAJohnson, Bruce E.论文数: 0 引用数: 0 h-index: 0机构: Dana Farber Canc Inst, Thorac Oncol Program, Boston, MA 02115 USA Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA Dana Farber Canc Inst, Div Populat Sci, 450 Brookline Ave, Boston, MA 02115 USASchrag, Deborah论文数: 0 引用数: 0 h-index: 0机构: Dana Farber Canc Inst, Div Populat Sci, 450 Brookline Ave, Boston, MA 02115 USA Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA Dana Farber Canc Inst, Div Populat Sci, 450 Brookline Ave, Boston, MA 02115 USA
- [24] A Preliminary Study of Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports Using Natural Language Processing2022 IEEE 10TH INTERNATIONAL CONFERENCE ON HEALTHCARE INFORMATICS (ICHI 2022), 2022, : 618 - 619Yang, Shuang论文数: 0 引用数: 0 h-index: 0机构: Univ Florida, Coll Med, Hlth Outcomes & Biomed Informat, Gainesville, FL 32611 USA Univ Florida, Coll Med, Hlth Outcomes & Biomed Informat, Gainesville, FL 32611 USAYang, Xi论文数: 0 引用数: 0 h-index: 0机构: Univ Florida, Coll Med, Hlth Outcomes & Biomed Informat, Gainesville, FL 32611 USA Univ Florida, Coll Med, Hlth Outcomes & Biomed Informat, Gainesville, FL 32611 USALyu, Tianchen论文数: 0 引用数: 0 h-index: 0机构: Univ Florida, Coll Med, Hlth Outcomes & Biomed Informat, Gainesville, FL 32611 USA Univ Florida, Coll Med, Hlth Outcomes & Biomed Informat, Gainesville, FL 32611 USAHe, Xing论文数: 0 引用数: 0 h-index: 0机构: Univ Florida, Coll Med, Hlth Outcomes & Biomed Informat, Gainesville, FL 32611 USA Univ Florida, Coll Med, Hlth Outcomes & Biomed Informat, Gainesville, FL 32611 USABraithwaite, Dejana论文数: 0 引用数: 0 h-index: 0机构: Univ Florida, Canc Control & Populat Sci Program, Gainesville, FL USA Univ Florida, Coll Med, Hlth Outcomes & Biomed Informat, Gainesville, FL 32611 USAMehta, Hiren J.论文数: 0 引用数: 0 h-index: 0机构: Univ Florida, Coll Med, Div Pulm Crit Care & Sleep Med, Gainesville, FL USA Univ Florida, Coll Med, Hlth Outcomes & Biomed Informat, Gainesville, FL 32611 USAGuo, Yi论文数: 0 引用数: 0 h-index: 0机构: Univ Florida, Coll Med, Hlth Outcomes & Biomed Informat, Gainesville, FL 32611 USA Univ Florida, Coll Med, Hlth Outcomes & Biomed Informat, Gainesville, FL 32611 USAWu, Yonghui论文数: 0 引用数: 0 h-index: 0机构: Univ Florida, Coll Med, Hlth Outcomes & Biomed Informat, Gainesville, FL 32611 USA Univ Florida, Coll Med, Hlth Outcomes & Biomed Informat, Gainesville, FL 32611 USABian, Jiang论文数: 0 引用数: 0 h-index: 0机构: Univ Florida, Coll Med, Hlth Outcomes & Biomed Informat, Gainesville, FL 32611 USA Univ Florida, Coll Med, Hlth Outcomes & Biomed Informat, Gainesville, FL 32611 USA
- [25] Natural Language Processing of Radiology Text Reports: Interactive Text ClassificationRADIOLOGY-ARTIFICIAL INTELLIGENCE, 2021, 3 (04)Wiggins, Walter F.论文数: 0 引用数: 0 h-index: 0机构: Duke Univ Hlth Syst, Duke Univ Hosp, Dept Radiol, Box 3808,2301 Erwin Rd, Durham, NC 27710 USA Duke Univ Hlth Syst, Duke Univ Hosp, Dept Radiol, Box 3808,2301 Erwin Rd, Durham, NC 27710 USAKitamura, Felipe论文数: 0 引用数: 0 h-index: 0机构: Univ Fed Sao Paulo, Dept Diagnost Imaging, Escola Paulista Med, Sao Paulo, Brazil Diagnost Amer SA DASA, AI, Sao Paulo, Brazil Duke Univ Hlth Syst, Duke Univ Hosp, Dept Radiol, Box 3808,2301 Erwin Rd, Durham, NC 27710 USASantos, Igor论文数: 0 引用数: 0 h-index: 0机构: Univ Fed Sao Paulo, Dept Diagnost Imaging, Escola Paulista Med, Sao Paulo, Brazil NESS Hlth, FIDI, Sao Paulo, Brazil Duke Univ Hlth Syst, Duke Univ Hosp, Dept Radiol, Box 3808,2301 Erwin Rd, Durham, NC 27710 USAPrevedello, Luciano M.论文数: 0 引用数: 0 h-index: 0机构: Ohio State Univ, Dept Radiol, Columbus, OH 43210 USA Duke Univ Hlth Syst, Duke Univ Hosp, Dept Radiol, Box 3808,2301 Erwin Rd, Durham, NC 27710 USA
- [26] Natural Language Processing of Radiology Reports to Detect Complications of Ischemic StrokeNEUROCRITICAL CARE, 2022, 37 (SUPPL 2) : 291 - 302Miller, Matthew, I论文数: 0 引用数: 0 h-index: 0机构: Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USA Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USAOrfanoudaki, Agni论文数: 0 引用数: 0 h-index: 0机构: Univ Oxford, Said Business Sch, Oxford, England Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USACronin, Michael论文数: 0 引用数: 0 h-index: 0机构: Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USA Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USA论文数: 引用数: h-index:机构:Kim, Ivy So Yeon论文数: 0 引用数: 0 h-index: 0机构: Boston Med Ctr, Boston, MA 02118 USA Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USABalogun, Oluwafemi论文数: 0 引用数: 0 h-index: 0机构: Boston Med Ctr, Boston, MA 02118 USA Boston Univ, Sch Publ Hlth, Boston, MA 02215 USA Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USATzalidi, Maria论文数: 0 引用数: 0 h-index: 0机构: Univ Crete, Sch Med, Iraklion, Greece Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USAVasilopoulos, Kyriakos论文数: 0 引用数: 0 h-index: 0机构: Univ Crete, Sch Med, Iraklion, Greece Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USAFanaropoulou, Georgia论文数: 0 引用数: 0 h-index: 0机构: Univ Crete, Sch Med, Iraklion, Greece Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USAFanaropoulou, Nina M.论文数: 0 引用数: 0 h-index: 0机构: Aristotle Univ Thessaloniki, Fac Hlth Sci, Sch Med, Thessaloniki, Greece Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USAKalin, Jack论文数: 0 引用数: 0 h-index: 0机构: Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USA Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USAHutch, Meghan论文数: 0 引用数: 0 h-index: 0机构: Northwestern Univ, Dept Prevent Med, Chicago, IL 60611 USA Brigham & Womens Hosp, Dept Neurol, 75 Francis St, Boston, MA 02115 USA Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USAPrescott, Brenton R.论文数: 0 引用数: 0 h-index: 0机构: Boston Med Ctr, Boston, MA 02118 USA Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USABrush, Benjamin论文数: 0 引用数: 0 h-index: 0机构: Massachusetts Gen Hosp, Dept Neurol, Boston, MA 02114 USA Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USABenjamin, Emelia J.论文数: 0 引用数: 0 h-index: 0机构: Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USA Boston Univ, Sch Publ Hlth, Boston, MA 02215 USA Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USAShin, Min论文数: 0 引用数: 0 h-index: 0机构: Univ N Carolina, Dept Comp Sci, Charlotte, NC USA Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USAMian, Asim论文数: 0 引用数: 0 h-index: 0机构: Boston Med Ctr, Dept Radiol, Boston, MA USA Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USAGreer, David M.论文数: 0 引用数: 0 h-index: 0机构: Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USA Boston Med Ctr, Boston, MA 02118 USA Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USASmirnakis, Stelios M.论文数: 0 引用数: 0 h-index: 0机构: Brigham & Womens Hosp, Dept Neurol, 75 Francis St, Boston, MA 02115 USA Harvard Med Sch, Boston, MA 02115 USA Jamaica Plain Vet Adm Hosp, Boston, MA USA Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USAOng, Charlene J.论文数: 0 引用数: 0 h-index: 0机构: Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USA Boston Med Ctr, Boston, MA 02118 USA Brigham & Womens Hosp, Dept Neurol, 75 Francis St, Boston, MA 02115 USA Massachusetts Gen Hosp, Dept Neurol, Boston, MA 02114 USA Harvard Med Sch, Boston, MA 02115 USA Boston Univ, Dept Neurol, Sch Med, 85 E Concord St,Suite 1116, Boston, MA 02118 USA
- [27] IDENTIFICATION OF IBD COHORTS FROM LINKED ENDOSCOPY AND HISTOLOGY REPORTS USING NATURAL LANGUAGE PROCESSINGGUT, 2019, 68 : A224 - A224Brown, Jonathan论文数: 0 引用数: 0 h-index: 0机构: Gloucestershire Hosp Nhs Trust, Gloucester, England Gloucestershire Hosp Nhs Trust, Gloucester, EnglandZeki, Sebastian论文数: 0 引用数: 0 h-index: 0机构: St Thomas Hosp, Gastroenterol Data Sci Inst, London SE1, England Gloucestershire Hosp Nhs Trust, Gloucester, England
- [28] A scoping review of natural language processing of radiology reports in breast cancerFRONTIERS IN ONCOLOGY, 2023, 13Saha, Ashirbani论文数: 0 引用数: 0 h-index: 0机构: McMaster Univ, Dept Oncol, Hamilton, ON, Canada Hamilton Hlth Sci, Hamilton, ON, Canada McMaster Univ, Escarpment Canc Res Inst, Hamilton, ON, Canada McMaster Univ, Dept Oncol, Hamilton, ON, CanadaBurns, Levi论文数: 0 引用数: 0 h-index: 0机构: McMaster Univ, Michael G DeGroote Sch Med, Hamilton, ON, Canada McMaster Univ, Dept Oncol, Hamilton, ON, CanadaKulkarni, Ameya Madhav论文数: 0 引用数: 0 h-index: 0机构: McMaster Univ, Dept Radiol, Hamilton, ON, Canada McMaster Univ, Dept Oncol, Hamilton, ON, Canada
- [29] Natural Language Processing of Radiology Reports to Detect Complications of Ischemic StrokeNeurocritical Care, 2022, 37 : 291 - 302Matthew I. Miller论文数: 0 引用数: 0 h-index: 0机构: Boston University School of Medicine,Department of NeurologyAgni Orfanoudaki论文数: 0 引用数: 0 h-index: 0机构: Boston University School of Medicine,Department of NeurologyMichael Cronin论文数: 0 引用数: 0 h-index: 0机构: Boston University School of Medicine,Department of NeurologyHanife Saglam论文数: 0 引用数: 0 h-index: 0机构: Boston University School of Medicine,Department of NeurologyIvy So Yeon Kim论文数: 0 引用数: 0 h-index: 0机构: Boston University School of Medicine,Department of NeurologyOluwafemi Balogun论文数: 0 引用数: 0 h-index: 0机构: Boston University School of Medicine,Department of NeurologyMaria Tzalidi论文数: 0 引用数: 0 h-index: 0机构: Boston University School of Medicine,Department of NeurologyKyriakos Vasilopoulos论文数: 0 引用数: 0 h-index: 0机构: Boston University School of Medicine,Department of NeurologyGeorgia Fanaropoulou论文数: 0 引用数: 0 h-index: 0机构: Boston University School of Medicine,Department of NeurologyNina M. Fanaropoulou论文数: 0 引用数: 0 h-index: 0机构: Boston University School of Medicine,Department of NeurologyJack Kalin论文数: 0 引用数: 0 h-index: 0机构: Boston University School of Medicine,Department of NeurologyMeghan Hutch论文数: 0 引用数: 0 h-index: 0机构: Boston University School of Medicine,Department of NeurologyBrenton R. Prescott论文数: 0 引用数: 0 h-index: 0机构: Boston University School of Medicine,Department of NeurologyBenjamin Brush论文数: 0 引用数: 0 h-index: 0机构: Boston University School of Medicine,Department of NeurologyEmelia J. Benjamin论文数: 0 引用数: 0 h-index: 0机构: Boston University School of Medicine,Department of NeurologyMin Shin论文数: 0 引用数: 0 h-index: 0机构: Boston University School of Medicine,Department of NeurologyAsim Mian论文数: 0 引用数: 0 h-index: 0机构: Boston University School of Medicine,Department of NeurologyDavid M. Greer论文数: 0 引用数: 0 h-index: 0机构: Boston University School of Medicine,Department of NeurologyStelios M. Smirnakis论文数: 0 引用数: 0 h-index: 0机构: Boston University School of Medicine,Department of NeurologyCharlene J. Ong论文数: 0 引用数: 0 h-index: 0机构: Boston University School of Medicine,Department of Neurology
- [30] Incidental pulmonary nodules: Natural language processing analysis of radiology reportsRESPIRATORY MEDICINE AND RESEARCH, 2024, 86Grolleau, Emmanuel论文数: 0 引用数: 0 h-index: 0机构: Claude Bernard Univ, Univ Lyon, 43 Blvd 11 Novembre 1918, F-69100 Villeurbanne, France Hosp Civils Lyon, Lyon Sud Hosp, Acute Resp Dis & Thorac Oncol Dept, 165 Chemin Grand Revoyet, F-69495 Oullins Pierre Benite, France Claude Bernard Univ, Univ Lyon, 43 Blvd 11 Novembre 1918, F-69100 Villeurbanne, FranceCouraud, Sebastien论文数: 0 引用数: 0 h-index: 0机构: Claude Bernard Univ, Univ Lyon, 43 Blvd 11 Novembre 1918, F-69100 Villeurbanne, France Hosp Civils Lyon, Lyon Sud Hosp, Acute Resp Dis & Thorac Oncol Dept, 165 Chemin Grand Revoyet, F-69495 Oullins Pierre Benite, France Hosp Civils Lyon, Lyon Sud Hosp, EMR 3738 Therapeut Targeting Oncol, 165 Chemin Grand Revoyet, F-69495 Oullins Pierre Benite, France Claude Bernard Univ, Univ Lyon, 43 Blvd 11 Novembre 1918, F-69100 Villeurbanne, FranceDelevaux, Emilien Jupin论文数: 0 引用数: 0 h-index: 0机构: Claude Bernard Univ, Univ Lyon, 43 Blvd 11 Novembre 1918, F-69100 Villeurbanne, France Hosp Civils Lyon, Radiol Dept, 3 Quai Celestins, F-69621 Lyon, France Claude Bernard Univ, Univ Lyon, 43 Blvd 11 Novembre 1918, F-69100 Villeurbanne, FrancePiegay, Celine论文数: 0 引用数: 0 h-index: 0机构: Hosp Civils Lyon, Lyon Sud Hosp, Dept Informat Med, 165 Chemin Grand Revoyet, F-69495 Oullins Pierre Benite, France Claude Bernard Univ, Univ Lyon, 43 Blvd 11 Novembre 1918, F-69100 Villeurbanne, FranceMansuy, Adeline论文数: 0 引用数: 0 h-index: 0机构: Hosp Civils Lyon, Lyon Sud Hosp, Acute Resp Dis & Thorac Oncol Dept, 165 Chemin Grand Revoyet, F-69495 Oullins Pierre Benite, France Claude Bernard Univ, Univ Lyon, 43 Blvd 11 Novembre 1918, F-69100 Villeurbanne, Francede Bermont, Julie论文数: 0 引用数: 0 h-index: 0机构: Claude Bernard Univ, Univ Lyon, 43 Blvd 11 Novembre 1918, F-69100 Villeurbanne, France Claude Bernard Univ, Univ Lyon, 43 Blvd 11 Novembre 1918, F-69100 Villeurbanne, FranceCotton, Francois论文数: 0 引用数: 0 h-index: 0机构: Claude Bernard Univ, Univ Lyon, 43 Blvd 11 Novembre 1918, F-69100 Villeurbanne, France CREATIS, UMR 5220, INSERM, U630, 7 Ave Jean Capelle, F-69621 Villeurbanne, France Claude Bernard Univ, Univ Lyon, 43 Blvd 11 Novembre 1918, F-69100 Villeurbanne, FrancePialat, Jean-Baptiste论文数: 0 引用数: 0 h-index: 0机构: Claude Bernard Univ, Univ Lyon, 43 Blvd 11 Novembre 1918, F-69100 Villeurbanne, France CREATIS, UMR 5220, INSERM, U630, 7 Ave Jean Capelle, F-69621 Villeurbanne, France Claude Bernard Univ, Univ Lyon, 43 Blvd 11 Novembre 1918, F-69100 Villeurbanne, FranceTalbot, Francois论文数: 0 引用数: 0 h-index: 0机构: Hosp Civils Lyon, Dept Informat Technol, 3 Quai Celestins, F-69002 Lyon, France Claude Bernard Univ, Univ Lyon, 43 Blvd 11 Novembre 1918, F-69100 Villeurbanne, FranceBoussel, Loic论文数: 0 引用数: 0 h-index: 0机构: Claude Bernard Univ, Univ Lyon, 43 Blvd 11 Novembre 1918, F-69100 Villeurbanne, France CREATIS, UMR 5220, INSERM, U630, 7 Ave Jean Capelle, F-69621 Villeurbanne, France Claude Bernard Univ, Univ Lyon, 43 Blvd 11 Novembre 1918, F-69100 Villeurbanne, France