메뉴 건너뛰기




Volumn 109, Issue 1-2, 1996, Pages 141-148

Prediction of lymph node metastasis in gastric cancer patients with neural networks

Author keywords

Artificial neural networks; Computerized diagnosis; Feedforward neural network; Gastric cancer; Lymph node metastasis

Indexed keywords

ADULT; AGED; ARTICLE; ARTIFICIAL NEURAL NETWORK; CANCER DIAGNOSIS; DIAGNOSTIC VALUE; FEMALE; HUMAN; LYMPH NODE METASTASIS; MAJOR CLINICAL STUDY; MALE; PREDICTION; PRIORITY JOURNAL; REGRESSION ANALYSIS; STATISTICAL ANALYSIS; STOMACH CANCER;

EID: 0030568073     PISSN: 03043835     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0304-3835(96)04438-2     Document Type: Article
Times cited : (15)

References (30)
  • 1
    • 0024423948 scopus 로고
    • Computer analysis in making preoperative decisions: A rational approach to lymph node dissection in gastric cancer patients
    • [1] Kampschöer, G.H.M., Maruyama, K., van de Velde, C.J.H., Sasako, M., Kinoshita, T. and Okabayashi, K. (1989) Computer analysis in making preoperative decisions: a rational approach to lymph node dissection in gastric cancer patients, Br. J. Surg., 76, 905-908.
    • (1989) Br. J. Surg. , vol.76 , pp. 905-908
    • Kampschöer, G.H.M.1    Maruyama, K.2    Van De Velde, C.J.H.3    Sasako, M.4    Kinoshita, T.5    Okabayashi, K.6
  • 2
    • 0026541611 scopus 로고
    • Preoperative assessment of lymph node metastasis in patients with gastric cancer: Evaluation of the Maruyama computer program
    • [2] Bollschweiler, E., Böttcher, K., Hölscher, A.H., Sasako, M., Kinoshita, T., Maruyama, K. and Siewert, J. (1992) Preoperative assessment of lymph node metastasis in patients with gastric cancer: evaluation of the Maruyama computer program, Br. J. Surg., 79, 156-160.
    • (1992) Br. J. Surg. , vol.79 , pp. 156-160
    • Bollschweiler, E.1    Böttcher, K.2    Hölscher, A.H.3    Sasako, M.4    Kinoshita, T.5    Maruyama, K.6    Siewert, J.7
  • 4
    • 11144273669 scopus 로고
    • The perceptron: A probabilistic model for information storage and organization in the brain
    • [4] Rosenblatt, F. (1958) The perceptron: a probabilistic model for information storage and organization in the brain, Psychol. Rev., 65, 386-408.
    • (1958) Psychol. Rev. , vol.65 , pp. 386-408
    • Rosenblatt, F.1
  • 5
    • 0002278965 scopus 로고
    • Adaptive switching circuits
    • IRE, New York
    • [5] Widrow, B. and Hoff, M.E. (1960) Adaptive switching circuits. IRE WESCON Convention Record, pp. 96-104. IRE, New York.
    • (1960) IRE WESCON Convention Record , pp. 96-104
    • Widrow, B.1    Hoff, M.E.2
  • 6
    • 0001734872 scopus 로고
    • Geschwülste des Magens
    • Editors: F. Henke and O. Lubarsch. Springer, Berlin
    • [6] Borrmann, R. (1926) Geschwülste des Magens. In: Handbuch der speziellen pathologischen Anatomie, pp. 864-871. Editors: F. Henke and O. Lubarsch. Springer, Berlin.
    • (1926) Handbuch Der Speziellen Pathologischen Anatomie , pp. 864-871
    • Borrmann, R.1
  • 7
    • 0019499719 scopus 로고
    • The general rules for the gastric cancer study in surgery and pathology
    • [7] Japanese Research Society for Gastric Cancer (1981) The general rules for the gastric cancer study in surgery and pathology. Jpn. J. Surg., 11, 127-145.
    • (1981) Jpn. J. Surg. , vol.11 , pp. 127-145
  • 8
    • 0001789061 scopus 로고
    • Diagnosis
    • Editors: N. Collins, C. Eckhart and G.N. Chalew. Williams and Wilkins, Baltimore, MD
    • [8] Fletcher, R.H., Fletcher, S.W. and Wagner, E.H. (1988) Diagnosis. In: Clinical Epidemiology, pp. 42-75. Editors: N. Collins, C. Eckhart and G.N. Chalew. Williams and Wilkins, Baltimore, MD.
    • (1988) Clinical Epidemiology , pp. 42-75
    • Fletcher, R.H.1    Fletcher, S.W.2    Wagner, E.H.3
  • 10
    • 0026759516 scopus 로고
    • Prognosefaktorcn beim magencorcinom, ergebnisse einer uni-und multivariaten analyse
    • [10] Böttcher, K., Becker, K., Busch, R., Rider, J.D. and Siewert, J.R (1992) Prognosefaktorcn beim Magencorcinom, Ergebnisse einer uni-und multivariaten Analyse. Chirurg, 63, 656-661.
    • (1992) Chirurg , vol.63 , pp. 656-661
    • Böttcher, K.1    Becker, K.2    Busch, R.3    Rider, J.D.4    Siewert, J.R.5
  • 11
    • 0028276765 scopus 로고
    • Prognostic factors in resected stomach carcinoma
    • [11] Oertli, D., Herzog, U. and Tondelli, P. (1994) Prognostic factors in resected stomach carcinoma, Schweiz. Med. Wochenschr., 124, 945-952.
    • (1994) Schweiz. Med. Wochenschr. , vol.124 , pp. 945-952
    • Oertli, D.1    Herzog, U.2    Tondelli, P.3
  • 12
    • 0028346661 scopus 로고
    • Lymph node staging in 872 patients with carcinoma of the stomach and the presumed benefit of lymphadenectomy (German Stomach Cancer TNM Study Group)
    • [12] Keller, E., Stutzer, H., Heitmann, K., Bauer, P., Gebbensleben, B. and Rohde, H. (1994) Lymph node staging in 872 patients with carcinoma of the stomach and the presumed benefit of lymphadenectomy (German Stomach Cancer TNM Study Group), J. Am. Coll. Surg., 178, 38-46.
    • (1994) J. Am. Coll. Surg. , vol.178 , pp. 38-46
    • Keller, E.1    Stutzer, H.2    Heitmann, K.3    Bauer, P.4    Gebbensleben, B.5    Rohde, H.6
  • 13
    • 0027512733 scopus 로고
    • Role of endoscopic ultrasonography in gastric carcinoma
    • [13] Dittler, H.J. and Siewert, J.R. (1993) Role of endoscopic ultrasonography in gastric carcinoma, Endoscopy, 25, 162-166.
    • (1993) Endoscopy , vol.25 , pp. 162-166
    • Dittler, H.J.1    Siewert, J.R.2
  • 14
    • 0028774551 scopus 로고
    • Endoscopic ultrasonography: Indications and results in diseases of the oesophagus and stomach
    • [14] Dancygier, H. and Nattermann, C. (1993) Endoscopic ultrasonography: indications and results in diseases of the oesophagus and stomach, Schweiz. Rundsch. Med. Prax., 83, 1281-1287.
    • (1993) Schweiz. Rundsch. Med. Prax. , vol.83 , pp. 1281-1287
    • Dancygier, H.1    Nattermann, C.2
  • 15
    • 0027155410 scopus 로고
    • Comparison of computed tomography, endosonography, and intraoperative assessment in TN staging of gastric carcinoma
    • [15] Ziegler, K., Sanft, C., Zimmer, T., Zeitz, M., Felsenberg, D., Stein, H., Germer, C., Deutschmann, C. and Riecken, E.O. (1993) Comparison of computed tomography, endosonography, and intraoperative assessment in TN staging of gastric carcinoma, Gut, 34, 604-610.
    • (1993) Gut , vol.34 , pp. 604-610
    • Ziegler, K.1    Sanft, C.2    Zimmer, T.3    Zeitz, M.4    Felsenberg, D.5    Stein, H.6    Germer, C.7    Deutschmann, C.8    Riecken, E.O.9
  • 16
    • 0026800607 scopus 로고
    • Formale Entscheidungshilfen in der Gastroenterologie: Ergebnisse einer Umfrage
    • [16] Ohmann, C. and Horstmann, O. (1992) Formale Entscheidungshilfen in der Gastroenterologie: Ergebnisse einer Umfrage, Z. Gastroenterol., 30, 558-564.
    • (1992) Z. Gastroenterol. , vol.30 , pp. 558-564
    • Ohmann, C.1    Horstmann, O.2
  • 17
    • 0028156822 scopus 로고
    • Effects of computer-based clinical decision support systems on clinician performance and patient outcome: A critical appraisal of research
    • [17] Johnston, M.E., Langton, K.B., Haynes, R.B. and Mathieu, A. (1994) Effects of computer-based clinical decision support systems on clinician performance and patient outcome: a critical appraisal of research, Ann. Intern. Med., 120, 135-142.
    • (1994) Ann. Intern. Med. , vol.120 , pp. 135-142
    • Johnston, M.E.1    Langton, K.B.2    Haynes, R.B.3    Mathieu, A.4
  • 18
    • 0028967387 scopus 로고
    • Artificial neural network for diagnosis of acute pulmonary embolism: Effect of case and observer selection
    • [18] Tourassi, G.D., Floyd, C.E., Sostmann, H.D. and Coleman, R.E. (1995) Artificial neural network for diagnosis of acute pulmonary embolism: effect of case and observer selection, Radiology, 194, 889-893.
    • (1995) Radiology , vol.194 , pp. 889-893
    • Tourassi, G.D.1    Floyd, C.E.2    Sostmann, H.D.3    Coleman, R.E.4
  • 19
    • 0028210335 scopus 로고
    • Artificial neural networks for early detection and diagnosis of cancer
    • [19] Rogers, S.K., Ruck, D.W. and Kabrisky, M. (1994) Artificial neural networks for early detection and diagnosis of cancer, Cancer Lett., 77, 79-83.
    • (1994) Cancer Lett. , vol.77 , pp. 79-83
    • Rogers, S.K.1    Ruck, D.W.2    Kabrisky, M.3
  • 21
    • 0028788276 scopus 로고
    • Application of artificial neural networks to clinical medicine
    • [21] Baxt, W. (1995) Application of artificial neural networks to clinical medicine, Lancet, 346, 1135-1138.
    • (1995) Lancet , vol.346 , pp. 1135-1138
    • Baxt, W.1
  • 22
    • 0023818767 scopus 로고
    • Randomized comparison of R1 and R2 gastrectomy for gastric carcinoma
    • [22] Dent, D.M., Madden, M.V. and Price, S.K. (1988) Randomized comparison of R1 and R2 gastrectomy for gastric carcinoma, Br. J. Surg., 75, 110-112.
    • (1988) Br. J. Surg. , vol.75 , pp. 110-112
    • Dent, D.M.1    Madden, M.V.2    Price, S.K.3
  • 23
    • 3042898572 scopus 로고
    • Systematic extended lymph node dissection in curative therapy of stomach cancer
    • [23] Gall, F.P. and Hermanek, P. (1993) Systematic extended lymph node dissection in curative therapy of stomach cancer, Chirurg, 64, 1024-1030.
    • (1993) Chirurg , vol.64 , pp. 1024-1030
    • Gall, F.P.1    Hermanek, P.2
  • 24
    • 0026619130 scopus 로고
    • Chirurgie des magenkarzinoms: Eine bestandsaufnahme
    • [24] Kirchner, R. (1992) Chirurgie des Magenkarzinoms: eine Bestandsaufnahme, Zentralbl. Chir., 117, 577-582.
    • (1992) Zentralbl. Chir. , vol.117 , pp. 577-582
    • Kirchner, R.1
  • 26
    • 0029940782 scopus 로고    scopus 로고
    • Postoperative morbidity and mortality after D1 and D2 resections for gastric cancer: Preliminary results of the MRC randomised controlled surgicai trial
    • [26] Cuschieri, A., Fayers, P., Fielding, J., Craven, J., Bancewicz, J., Joypaul, V. and Cook, P. (1996) Postoperative morbidity and mortality after D1 and D2 resections for gastric cancer: preliminary results of the MRC randomised controlled surgicai trial, Lancet, 347, 995-999.
    • (1996) Lancet , vol.347 , pp. 995-999
    • Cuschieri, A.1    Fayers, P.2    Fielding, J.3    Craven, J.4    Bancewicz, J.5    Joypaul, V.6    Cook, P.7
  • 28
    • 0028224175 scopus 로고
    • Lymph node metastasis from carcinoma of the distal one-third of the stomach
    • [28] Wu, C.W., Hsieh, M.J., Lo, S.S., Tsay, S.H., Lui, W.Y. and Peng, F.K. (1994) Lymph node metastasis from carcinoma of the distal one-third of the stomach, Cancer, 73, 2059-2064.
    • (1994) Cancer , vol.73 , pp. 2059-2064
    • Wu, C.W.1    Hsieh, M.J.2    Lo, S.S.3    Tsay, S.H.4    Lui, W.Y.5    Peng, F.K.6
  • 30
    • 0029995166 scopus 로고    scopus 로고
    • Performance of multi-layer feedforward neural networks to predict liver transplantation outcome
    • [30] Dvorchik, I., Subotin, M., Marsh, W., McMichael, J. and Fung, J.J. (1996) Performance of multi-layer feedforward neural networks to predict liver transplantation outcome, Method Inf. Med., 35, 12-18.
    • (1996) Method Inf. Med. , vol.35 , pp. 12-18
    • Dvorchik, I.1    Subotin, M.2    Marsh, W.3    McMichael, J.4    Fung, J.J.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.