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1.
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Ethem Alpaydin
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2.
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Richard E. Neapolitan, Xia Jiang
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3.
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Margaret A. Boden
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4.
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Robin R. Murphy
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5.
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Bharath Ramsundar ... [et al.]
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6.
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John H. Holland
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7.
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Stuart J. Russell, and Peter Norvig
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8.
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edited by A. Clark and P.J.R. Millican
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9.
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edited by Charles L. Karr, L. Michael Freeman
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10.
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Mohamad H. Hassoun
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11.
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Daniel C. Dennett
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12.
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by Douglas R. Hofstadter and the Fluid Analogies Research Group
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13.
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Theodore Roszak
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14.
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J.F. Baldwin, T.P. Martin, B.W. Pilsworth
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15.
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Stan Franklin
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16.
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edited by Kenneth M. Ford, Clark Glymour & Patrick J. Hayes
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17.
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Philip D. Laird
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18.
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Earl B. Hunt
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19.
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by Jean-Michel Hoc ; originally published in French and translated by Constance Greenbaum
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20.
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Patrick Henry Winston, editor ; with contributions from Berthold Horn ... [et al.]
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21.
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Katharina Morik
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22.
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Andy Clark
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23.
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Roger C. Schank
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24.
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edited by David Klahr, Kenneth Kotovsky
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25.
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Margaret A. Boden
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26.
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Alan Garnham
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27.
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edited by Steven Minton
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28.
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Edward Rietman
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29.
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edited by Dov M. Gabbay, and C.J. Hogger and J.A. Robinson ; volume co-ordinator, J. Siekmann
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30.
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edited by Dov M. Gabbay, and C.J. Hogger and J.A. Robinson
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31.
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Andy Clark
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32.
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edited by Dov M. Gabbay, and C.J. Hogger and J.A. Robinson ; volume co-ordinator, D. Nute
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33.
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edited by Stephen Grossberg
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34.
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Roger C. Schank with Peter G. Childers
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35.
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Roger C. Schank, Robert P. Abelson
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36.
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Bertram Raphael
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37.
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edited by Michael A. Arbib, David Caplan, John C. Marshall
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38.
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Pentti Kanerva
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39.
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N. Baba
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40.
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[by] Leonard Uhr
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41.
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R. Colin Johnson, Chappell Brown ; illustrated by Lisa Metzger
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42.
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Roger C. Schank ; including contributions by Neil M. Goldman, Charles J. Rieger and Christopher K. Riesbeck
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43.
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Bart Kosko
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44.
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Alan Garnham
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45.
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edited by Eric Dietrich
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46.
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Roger Penrose
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47.
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Fulvia Mangili, Giorgio Musso ; Finmeccanica
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48.
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David B. Fogel
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49.
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edited by Lotfi A. Zadeh, Janusz Kacprzyk
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50.
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Marie-Laure Ryan
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51.
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edited by Mongi A. Abidi, Rafael C. Gonzalez
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52.
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edited by Donald Broadbent
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53.
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Peter Danielson
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54.
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Michael R. Genesereth and Nils J. Nilsson
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55.
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Kurt VanLehn
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56.
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Daniel P. Miranker
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57.
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edited by Rainer Born
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58.
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Steven E. Hampson
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59.
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J. Stephen Judd
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60.
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Yun Peng, James A. Reggia
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61.
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John H. Holland ... [et al.]
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62.
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Whitman Richards, editor
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63.
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James F. Allen ... [et al.]
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64.
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Gary L. Drescher
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65.
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составление В.А. Звегинцева ; переводы с английского языка под редакцией и с предисловием, Б.Ю. Городецкого
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66.
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Peter Norvig
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67.
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Anthony J. Sanford
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68.
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Morton Wagman
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69.
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Patrick Henry Winston
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70.
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edited by Robert Cummins and John Pollock
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71.
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edited by Christopher G. Langton
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72.
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Nick Bostrom
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73.
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Nigel Ford
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74.
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Martin A. Fischler, Oscar Firschein
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75.
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edited by P.N. Johnson-Laird and P.C. Wason
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76.
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Maria Nowakowska
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77.
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edited by P. Morasso and V. Tagliasco
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78.
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edited by Zenon W. Pylyshyn
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79.
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edited by Colin Blakemore and Susan Greenfield
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80.
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Armand M. de Callataÿ
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81.
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Jerry R. Hobbs and Robert C. Moore, editors
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82.
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Paul Harmon and David King
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83.
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Eugene Charniak, Drew McDermott
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84.
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John F. Sowa
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85.
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Marc H. Raibert
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86.
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Hubert L. Dreyfus, Stuart E. Dreyfus, with Tom Athanasiou
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87.
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John H. Holland ... [et al.]
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88.
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Hubert L. Dreyfus and Stuart E. Dreyfus with Tom Athanasiou
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89.
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Douglas R. Hofstadter
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90.
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Donald A. Norman
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91.
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edited by John Macnamara
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92.
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by Armer ... [et al.] ; edited by Edward A. Feigenbaum & Julian Feldman
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93.
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Richard Bellman
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94.
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Nils J. Nilsson
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95.
論文 |
Shibutani, Takayuki ; Nakajima, Kenichi ; Wakabayashi, Hiroshi ; Mori, Hiroshi ; Matsuo, Shinro ; Yoneyama, Hiroto ; Konishi, Takahiro ; Okuda, Koichi ; Onoguchi, Masahisa ; Kinuya, Seigo ; 澁谷, 孝行 ; 中嶋, 憲一 ; 若林, 大志 ; 松尾, 信郎 ; 米山, 寛人 ; 小野口, 昌久 ; 絹谷, 清剛
概要:
金沢大学医薬保健研究域保健学系<br />ObjectivesThe patient-based diagnosis with an artificial neural network (ANN) has shown potential u
…
tility for the detection of coronary artery disease; however, the region-based accuracy of the detected regions has not been fully evaluated. The aim of this study was to demonstrate the accuracy of all detected regions compared with expert interpretation.\nMethodsA total of 109 abnormal regions including 33 regions with stress defects and 76 regions with ischemia were examined, which were derived from 21 patients who underwent myocardial perfusion SPECT within 45 days of coronary angiography. The gray and color scale images, a polar map of stress, rest and difference, and left ventricular function were displayed on the monitor to score the extent and severity of stress defect and ischemia. Two experienced nuclear medicine physicians (Observers A and B) scored the abnormality with a 4-point scale and draw abnormal regions on a polar map. The gold standard was determined by the final judgment of normal or abnormal by the consensus of two other independent expert nuclear cardiologists, and was compared with the stress defect and ischemia derived from ANN.\nResultsThe concordance rate of ANN to the gold standard was higher than that of two observers. Furthermore, the κ coefficient indicated moderate to substantial agreement for stress defect and slight to the fair agreement for ischemia. The area under the curve (AUC) of ANN was the highest for both stress defect and ischemia; in particular, the ANN of ischemia showed significantly higher AUC than Observer A (p = 0.005). The ANN of stress defect showed higher specificity compared with two observers, while the ANN of ischemia showed higher sensitivity. Consequently, the accuracy of ANN showed the highest in this study.\nConclusionThe ANN-based regional diagnosis showed a high concordance rate with the gold standard and comparable or even higher than the interpretation by nuclear medicine physicians.<br />Embargo Period 12 months
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96.
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Scott Burk, Gary D. Miner
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97.
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Amba Kulkarni, Gérard Huet (eds.)
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98.
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Kate Crawford
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99.
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Liang Feng ... [et al.]
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100.
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Aurélien Géron
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