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Berkman Sahiner
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Deep learning in medical imaging and radiation therapy
B Sahiner, A Pezeshk, LM Hadjiiski, X Wang, K Drukker, KH Cha, ...
Medical physics 46 (1), e1-e36, 2019
7392019
Classification of mass and normal breast tissue: a convolution neural network classifier with spatial domain and texture images
B Sahiner, HP Chan, N Petrick, D Wei, MA Helvie, DD Adler, MM Goodsitt
IEEE transactions on Medical Imaging 15 (5), 598-610, 1996
5761996
Lung nodule detection on thoracic computed tomography images: Preliminary evaluation of a computer‐aided diagnosis system
MN Gurcan, B Sahiner, N Petrick, HP Chan, EA Kazerooni, PN Cascade, ...
Medical Physics 29 (11), 2552-2558, 2002
4302002
A comparative study of limited‐angle cone‐beam reconstruction methods for breast tomosynthesis
Y Zhang, HP Chan, B Sahiner, J Wei, MM Goodsitt, LM Hadjiiski, J Ge, ...
Medical physics 33 (10), 3781-3795, 2006
4012006
Improvement of radiologists' characterization of mammographic masses by using computer-aided diagnosis: an ROC study
HP Chan, B Sahiner, MA Helvie, N Petrick, MA Roubidoux, TE Wilson, ...
Radiology 212 (3), 817-827, 1999
3261999
Computer-aided classification of mammographic masses and normal tissue: linear discriminant analysis in texture feature space
HP Chan, D Wei, MA Helvie, B Sahiner, DD Adler, MM Goodsitt, N Petrick
Physics in Medicine & Biology 40 (5), 857, 1995
3171995
An adaptive density-weighted contrast enhancement filter for mammographic breast mass detection
N Petrick, HP Chan, B Sahiner, D Wei
IEEE Transactions on Medical Imaging 15 (1), 59-67, 1996
3131996
Evaluation of combined artificial intelligence and radiologist assessment to interpret screening mammograms
T Schaffter, DSM Buist, CI Lee, Y Nikulin, D Ribli, Y Guan, W Lotter, Z Jie, ...
JAMA network open 3 (3), e200265-e200265, 2020
3112020
Computerized analysis of mammographic microcalcifications in morphological and texture feature spaces
HP Chan, B Sahiner, KL Lam, N Petrick, MA Helvie, MM Goodsitt, ...
Medical physics 25 (10), 2007-2019, 1998
3071998
Computerized characterization of masses on mammograms: The rubber band straightening transform and texture analysis
B Sahiner, HP Chan, N Petrick, MA Helvie, MM Goodsitt
Medical Physics 25 (4), 516-526, 1998
3011998
Computer‐aided diagnosis of pulmonary nodules on CT scans: segmentation and classification using 3D active contours
TW Way, LM Hadjiiski, B Sahiner, HP Chan, PN Cascade, EA Kazerooni, ...
Medical physics 33 (7Part1), 2323-2337, 2006
2922006
Computer‐aided detection of mammographic microcalcifications: Pattern recognition with an artificial neural network
HP Chan, SCB Lo, B Sahiner, KL Lam, MA Helvie
Medical physics 22 (10), 1555-1567, 1995
2911995
Computerized image analysis: estimation of breast density on mammograms
C Zhou, HP Chan, N Petrick, MA Helvie, MM Goodsitt, B Sahiner, ...
Medical physics 28 (6), 1056-1069, 2001
2672001
Improvement of mammographic mass characterization using spiculation measures and morphological features
B Sahiner, HP Chan, N Petrick, MA Helvie, LM Hadjiiski
Medical physics 28 (7), 1455-1465, 2001
2622001
Computer-aided characterization of mammographic masses: accuracy of mass segmentation and its effects on characterization
B Sahiner, N Petrick, HP Chan, LM Hadjiiski, C Paramagul, MA Helvie, ...
IEEE transactions on medical imaging 20 (12), 1275-1284, 2001
2502001
Image feature selection by a genetic algorithm: Application to classification of mass and normal breast tissue
B Sahiner, HP Chan, D Wei, N Petrick, MA Helvie, DD Adler, MM Goodsitt
Medical Physics 23 (10), 1671-1684, 1996
2151996
Lung nodule detection and classification
HP Chan, B Sahiner, L Hadjiyski, C Zhou, N Petrick
US Patent App. 10/504,197, 2005
2142005
Computerized classification of malignant and benign microcalcifications on mammograms: texture analysis using an artificial neural network
HP Chan, B Sahiner, N Petrick, MA Helvie, KL Lam, DD Adler, ...
Physics in Medicine & Biology 42 (3), 549, 1997
2041997
Classification of mass and normal breast tissue on digital mammograms: multiresolution texture analysis
D Wei, HP Chan, MA Helvie, B Sahiner, N Petrick, DD Adler, MM Goodsitt
Medical Physics 22 (9), 1501-1513, 1995
1901995
Automated detection of breast masses on mammograms using adaptive contrast enhancement and texture classification
N Petrick, HP Chan, D Wei, B Sahiner, MA Helvie, DD Adler
Medical Physics 23 (10), 1685-1696, 1996
1891996
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