3D virtual colonoscopy for polyps detection by supervised artificial neural networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6840 LNBI, Issue , 2011, Pages 596-603

  Bevilacqua, Vitoantonio ^a   De Fano, Domenico ^a   Giannini, Silvia ^a   Mastronardi, Giuseppe ^a   Paradiso, Valerio ^a   Pennini, Marcello ^a   Piccinni, Michele ^a   Angelelli, Giuseppe ^b   Moschetta, Marco ^b  

^a POLITECNICO DI BARI   (Italy)

^b UNIVERSITY OF BARI   (Italy)

Author keywords

3D virtual colonoscopy; colonic polyps detection; Computer aided diagnosis; supervised artificial neural network

Indexed keywords

ARTIFICIAL NEURAL NETWORK; COLONIC POLYPS; COMPUTER TOMOGRAPHY; COMPUTER-AIDED DIAGNOSIS SYSTEM; MULTI SLICES; VIRTUAL COLONOSCOPY;

COMPUTER AIDED DIAGNOSIS; COMPUTER ARCHITECTURE; ENDOSCOPY; INTELLIGENT COMPUTING; NETWORK ARCHITECTURE; THREE DIMENSIONAL;

NEURAL NETWORKS;

EID: 84855695274     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-24553-4_79     Document Type: Conference Paper

References (4)

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2. Wang, Z., Liang, Z., Li, L., Li, X., Li, B., Anderson, J., et al.: Reduction of False Positives by Internal Features for Polyp Detection in CT-Based Virtual Colonoscopy. Medical Physics 32(12), 3602-3616 (2005)
3. Suzuki, K., Yoshida, H., Näppi, J., Dachman, A.H.: Massive-training Artificial Neural Network (MTANN) for Reduction of False-positives in Computer-aided Detection of Polyps: Suppression of Rectal Tubes. Medical Physics 33(10), 3814-3824 (2006)
4. Suzuki, K., Horiba, I., Sugie, N.: A Simple Neural Network Pruning Algorithm with Application to Filter Synthesis. Neural Processing Letters 13(1), 43-53 (2001)