6. Liu X, Hou F, Qin H et al (2017) A CADe system for nodule detection in thoracic CT
images based on artificial neural network. Sci China Inf Sci 60(7):177–194
7. Huang GB, Ding X, Zhou H (2010) Optimization method based extreme learning machine
for classification. Neurocomputing 74(1–3):155–163
8. Serre D (2002) Matrices: theory and applications. Mathematics, 32, xvi, 221
9. Huang GB, Song S, You K et al (2015) Trends in extreme learning machines: a review.
Neural Netw Off J Int Neural Netw Soc 61(2015): 32–48
10. Campadelli P, Casiraghi E, Valentini G (2005) Support vector machines for candidate
nodules classification. Neurocomputing 68(1):281–288
11. MacMahon H (2000) Improvement in detection of pulmonary nodules: digital image
processing and computer-aided diagnosis. Radiographics 20(4):1169–1177
12. Schilham AMR, Ginneken BV, Loog M (2003) Multi-scale nodule detection in chest
radiographs. In: Medical image computing & computer-assisted intervention-MICCAI,
international conference, Montréal, Canada, pp 602–609
13. Yoshida H (2004) Local contra lateral subtraction based on bilateral symmetry of lung for
reduction of false positives in computerized detection of pulmonary nodules. IEEE Trans
Biomed Eng 51(5):778–789
14. Campadelli P, Casiraghi E, Columbano S (2006) Lung segmentation and nodule detection in
posterior anterior chest radiographs. IEEE Trans Med Imaging 25(12):1588–1603
Research of Lung Cancer-Assisted Diagnosis Algorithm Based …
505
images based on artificial neural network. Sci China Inf Sci 60(7):177–194
7. Huang GB, Ding X, Zhou H (2010) Optimization method based extreme learning machine
for classification. Neurocomputing 74(1–3):155–163
8. Serre D (2002) Matrices: theory and applications. Mathematics, 32, xvi, 221
9. Huang GB, Song S, You K et al (2015) Trends in extreme learning machines: a review.
Neural Netw Off J Int Neural Netw Soc 61(2015): 32–48
10. Campadelli P, Casiraghi E, Valentini G (2005) Support vector machines for candidate
nodules classification. Neurocomputing 68(1):281–288
11. MacMahon H (2000) Improvement in detection of pulmonary nodules: digital image
processing and computer-aided diagnosis. Radiographics 20(4):1169–1177
12. Schilham AMR, Ginneken BV, Loog M (2003) Multi-scale nodule detection in chest
radiographs. In: Medical image computing & computer-assisted intervention-MICCAI,
international conference, Montréal, Canada, pp 602–609
13. Yoshida H (2004) Local contra lateral subtraction based on bilateral symmetry of lung for
reduction of false positives in computerized detection of pulmonary nodules. IEEE Trans
Biomed Eng 51(5):778–789
14. Campadelli P, Casiraghi E, Columbano S (2006) Lung segmentation and nodule detection in
posterior anterior chest radiographs. IEEE Trans Med Imaging 25(12):1588–1603
Research of Lung Cancer-Assisted Diagnosis Algorithm Based …
505