Bibliography
of Papers for Berkman Sahiner, Ph.D.
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Publications in Peer-Reviewed Scientific Journals |
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1 |
Sahiner
B, Yagle AE, "A fast algorithm for backprojection with linear interpolation," IEEE
Trans. Image Proc. 1993; 2:547-550. |
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2 |
Sahiner
B, Yagle AE, "Image reconstruction from
projections under wavelet constraints," IEEE Trans. Sig. Proc. 1993;
41:3579-3584. |
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3 |
Sahiner
B, Yagle AE, "Time-frequency distribution
inversion of the Radon transform," IEEE Trans. Image Proc. 1993;
2:539-543. |
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4 |
Chan
HP, Wei D, Helvie MA,
Sahiner B, Adler DD, Goodsitt MM, Petrick N, "Computer-aided classification of
mammographic masses and normal tissue: Linear discriminant
analysis in texture feature space," Physics of Medicine and Biology
1995; 40:857-876. |
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5 |
Chan
HP, Lo SCB, Sahiner B, Lam KL, Helvie MA,
"Computer-aided detection of mammographic microcalcifications: Pattern
recognition with an artificial neural network," Medical Physics 1995;
22:1555-1567. |
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6 |
Sahiner
B, Yagle AE, "Reconstruction from projections
under time-frequency constraints, " IEEE Trans.
Med. Imaging 1995; 14:193-204. |
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7 |
Sahiner
B, Yagle AE, "Region-of-interest tomography
using exponential radial sampling," IEEE Trans. Image Proc. 1995;
4:1120-1127. |
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8 |
Wei D, Chan HP, Helvie
MA, Sahiner B, Petrick N, Adler DD, Goodsitt MM, “Classification of mass and normal breast
tissue on digital mammograms: Multi-resolution texture analysis,” Medical
Physics 1995; 22:1501-1513. |
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9 |
Petrick N, Chan HP, Sahiner B and Wei
D, "An Adaptive Density Weighted Contrast Enhancement Filter for
Mammographic Breast Mass Detection," IEEE Trans Med Imaging 1996;
15(1):59-67. |
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10 |
Petrick N, Chan HP, Wei D,
Sahiner B, Helvie MA and Adler DD, "Automated
Detection of Breast Masses on Mammograms using Adaptive Contrast Enhancement
and Tissue Classification," Medical Physics 1996; 23(10):1685-1696. |
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11 |
Sahiner
B, Chan HP, Petrick N, Wei
D, Helvie MA, Adler DD and Goodsitt
MM, "Classification of Mass and Normal Breast Tissue on Digital
Mammograms Using a Convolution Neural Network" IEEE Trans Med Imaging
1996; 15(5):598-610. |
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12 |
Sahiner
B, Chan HP, Wei D, Petrick
N, Helvie MA, Adler DD and Goodsitt
MM, "Image Feature Selection By A Genetic Algorithm: Application in
Classification of Mass and Normal Breast Tissue," Medical Physics 1996;
23(10):1671-1684. |
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13 |
Chan
HP, Sahiner B, Petrick N, Helvie
MA, Lam KL, Adler DD, Goodsitt MM,
"Computerized classification of malignant and benign microcalcifications
on mammograms: texture analysis using an artificial neural network,"
Physics of Medicine and Biology 1997; 42:549-567. |
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14 |
Wei D, Chan HP, Petrick
N, Sahiner B, Helvie MA, Adler DD and Goodsitt MM, "False-positive reduction technique for
detection of masses on digital mammograms: global and local multiresolution texture analysis," Medical Physics
1997; 24:903-914. |
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15 |
Chan
HP, Sahiner B, Lam KL, Petrick N, Helvie MA, Goodsitt MM, Adler
DD, "Computerized analysis of mammographic microcalcifications in
morphological and texture feature spaces," Medical Physics 1998;
25:2007-2019. |
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16 |
Sahiner
B, Chan HP, Petrick N, Helvie
MA, Goodsitt MM, "Computerized
characterization of masses on mammograms: the rubber band straightening
transform and texture analysis," Medical Physics 1998; 25(4):516-526. |
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17 |
Sahiner
B, Chan HP, Petrick N, Helvie
MA, Goodsitt MM, "Design of a high-sensitivity
classifier based on a genetic algorithm: Application to computer-aided
diagnosis," Physics of Medicine and Biology 1998; 43:2853-2871. |
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18 |
Chan
HP, Sahiner B, Helvie MA, Petrick
N, Roubidoux MA, Wilson TE, Adler DD, Paramagul C, Newman JS, Gopal SS,
“Improvement of radiologists’ characterization of mammographic masses by
computer-aided diagnosis: an ROC study,” Radiology 1999; 212:817-827. |
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19 |
Chan
HP, Sahiner B, Wagner RF, Petrick N, “Classifier
design for computer-aided diagnosis: Effects of finite sample size on the
mean performance of classical and neural network classifiers,” Medical
Physics 1999; 26:2654-2668. |
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20 |
Gopal SS, Chan HP, Wilson TE, Helvie
MA, Petrick N, Sahiner B, “A regional registration
technique for automated interval change analysis of breast lesions on
mammograms,” Medical Physics 1999; 26:2669-2679. |
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21 |
Hadjiiski LM, Sahiner B, Chan HP, Petrick
N, Helvie MA, “Classification of malignant and
benign masses based on hybrid ART2LDA approach,” IEEE Trans Med Imaging 1999;
18: 1178-1187. |
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22 |
Petrick N, Chan HP, Sahiner B, Helvie
MA, “Combined adaptive enhancement and region-growing segmentation of breast
masses on digitized mammograms,” Medical Physics 1999; 26:1642:1654. |
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23 |
Sahiner
B, Chan HP, Petrick N, Wagner RF, Hadjiiski LM, "Feature selection and classifier
performance in computer-aided diagnosis: The effect of finite sample
size.," Medical Physics 2000; 27:1509-1522. |
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24 |
Chan
HP, Helvie MA, Petrick N,
Sahiner B, Adler DD, Paramagul C, Roubidoux MA, Blane CE, Joynt LK, Wilson TE, Hadjiiski
LM, Goodsitt MM, "Digital mammogramphy:
observer performance study of effects of pixel size on radiologists'
characterization of malignant and benign microcalcifications," Academic
Radiology 2001; 8:454-466. |
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25 |
Gurcan MN, Sahiner B, Chan HP, Hadjiiski
LM, Petrick N, "Selection of an optimal neural
network architecture for computer-aided detection of microcalcifications -
comparison of automated optimization techniques," Medical Physics 2001;
28:1937-1948. |
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26 |
Hadjiiski L, Sahiner B, Chan HP, Petrick
N, Helvie MA, Gurcan MN,
"Analysis of Temporal Change of Mammographic Features: Computer-Aided
Classification of Malignant and Benign Breast Masses," Medical Physics
2001; 28:2309-2317. |
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27 |
Hadjiiski L, Chan HP, Sahiner B, Petrick
N, Helvie MA, "Automated registration of
breast lesions in temporal pairs of mammograms for interval change analysis -
local affine transformation for improved localization," Medical Physics
2001; 28:1070-1079. |
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28 |
Sahiner
B, Chan HP, Petrick N, Helvie
MA, Hadjiiski LM, "Improvement of mammographic
mass characterization using spiculation measures
and morphological features," Medical Physics 2001; 28:1455-1465. |
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29 |
Sahiner
B, Petrick N, Chan HP, Hadjiiski
LM, Paramagul C, Helvie
MA, Gurcan MN, “Computer-aided characterization of
mammographic masses: Accuracy of mass segmentation and its effects on
characterization,” IEEE Trans Med Imaging 2001; 20: 1275-1284. |
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30 |
Zhou
C, Chan HP, Petrick N, Helvie
MA, Goodsitt MM, Sahiner B, Hadjiiski
LM, "Computerized image analysis: Estimation of breast density on
mammograms," Medical Physics 2001; 28:1056-1069. |
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31 |
Gurcan MN, Sahiner B, Petrick
N, Chan HP, Kazerooni EA, Cascade PN, Hadjiiski LM, "Lung nodule detection on thoracic
computed tomography images: Preliminary evaluation of a computer-aided
diagnosis system," Medical Physics 2002; 29:2552-2558. |
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32 |
Gurcan MN, Chan HP, Sahiner B, Hadjiiski
LM, Petrick N, Helvie MA,
“Optimal neural network architecture selection: Improvement in computerized
detection of microcalcifications,” Academic Radiology 2002; 9:420-429. |
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33 |
Paquerault S, Petrick N, Chan
HP, Sahiner B, Helvie MA, "Improvement of
computerized mass detection on mammograms: Fusion of two-view
information," Medical Physics 2002; 29:238-247. |
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34 |
Petrick N, Sahiner B, Chan HP, Helvie
MA, Paquerault S, Hadjiiski
LM, “Breast cancer detection: Evaluation of a CAD mass detection algorithm
with independent mammographic cases,” Radiology 2002; 224:217-224. |
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35 |
Chan
HP, Sahiner B, Hadjiiski LM, Petrick
N, “Effect of imaging parameters on computer analysis of mammograms,”
Seminars in Breast Imaging 2003; 5: 211-216. |
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36 |
Chan
HP, Goodsitt MM, Hadjiiski
LM, Bailey JE, Klein K, Darner KL, Sahiner B, "Effects of magnification
and zooming on depth perception in digital stereomammography:
An observer performance study," Physics in Medicine and Biology 2003;
48:3721-3734. |
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37 |
Dodd
LE, Wagner RF, Armato SG, McNitt-Gray
MF, Beiden S, Chan HP, Gur
D, McLennan G, Metz CE, Petrick N, Sahiner B, Sayre
J, "Assessment methodologies and statistical issues for computer-aided
diagnosis of lung nodules in computed tomography: contemporary research
topics relevant to the lung image database consortium," Academic
Radiology 2004;11:462-475. |
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38 |
Goodsitt MM, Chan HP, Lydick
JT, Gandra CR, Chen NG, Helvie
MA, Bailey J, Roubidoux MA, Blane
CE, Sahiner B, Petrick N, "An observer study comparing
spot imaging regions selected by radiologists and a computer for an automated
stereo spot mammography technique," Medical Physics 2004; 31:1558-1567. |
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39 |
Hadjiiski L, Chan HP, Sahiner B, Helvie
MA, Roubidoux M, Blane C,
Paramagul C, Petrick N,
Bailey J, Klein K, Foster M, Patterson S, Adler D, Nees
A, Shen J, "Improvement of Radiologists'
Characterization of Malignant and Benign Breast Masses in Serial Mammograms
by Computer-Aided Diagnosis: An ROC Study," Radiology 2004; 233:255-265. |
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40 |
Helvie MA, Hadjiiski LM, Makariou E, Chan HP, Petrick N,
Sahiner B, Lo SCB, Freedman M, Adler D, Bailey J, Blane
C, Hoff D, Hunt K, Joynt L, Klein K, Paramagul C, Patterson SK, Roubidoux
MA, "Sensitivity of noncommercial computer-aided detection system for
mammographic breast cancer detection - A pilot clinical trial,"
Radiology 2004; 231: 208-214. |
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41 |
Sahiner
B, Chan HP, Roubidoux MA, Helvie
MA, Hadjiiski LM, Ramachandran
A, LeCarpentier GL, Nees
A, Paramagul C, Blane C,
"Computerized characterization of breast masses on 3-D ultrasound
volumes," Medical Physics 2004; 31:744-754. |
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42 |
Wei J, Chan HP, Helvie
MA, Roubidoux MA, Sahiner B, Hadjiiski
L, Zhou C, Paquerault S, Chenevert
T, Goodsitt MM, "Correlation between Mammographic
Density and Volumetric Fibroglandular Tissue
Estimated on Breast MR Images," Medical Physics 2004; 31: 933-942. |
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43 |
Zhou
C, Chan HP, Paramagul C, Roubidoux
MA, Sahiner B, Hadjiiski LM, Petrick
N, "Computerized nipple identification for multiple image analysis in
computer-aided diagnosis," Medical Physics 2004; 31:2871-2882. |
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44 |
Chan
HP, Wei J, Sahiner B, Rafferty EA, Wu T, Roubidoux MA, Moore RH, Kopans
DB, Hadjiiski LM, Helvie
MA, "Computer-aided detection system for breast masses on digital tomosynthesis mammograms – Preliminary experience,"
Radiology 2005; 237:1075-1080. |
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45 |
Chan
HP, Goodsitt MM, Helvie
MA, Hadjiiski LM, Lydick
JT, Roubidoux MA, Bailey JE, Nees
A, Blane CE, Sahiner B, "ROC study of the effect
of stereoscopic imaging on assessment of breast lesions," Medical
Physics 2005; 32:1001-1009. |
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46 |
Filev P, Hadjiiski LM,
Sahiner B, Chan HP, Helvie MA, "Comparison of
similarity measures for the task of template matching of masses on serial
mammograms," Medical Physics 2005; 32:515-529. |
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47 |
Ge Z, Sahiner B, Chan HP, Hadjiiski
LM, Cascade PN, Bogot N, Kazerooni
EA, Wei J, Zhou C, "Computer aided detection
of lung nodules: false positive reduction using a 3D gradient field method
and 3D ellipsoid fitting," Medical Physics 2005; 32:2443-2454. |
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48 |
Wei J, Sahiner B, LM Hadjiiski,
Chan HP, Petrick N, Helvie
MA, Roubidoux MA, Ge J,
Zhou C, "Computer aided detection of breast masses on full field digital
mammograms," Medical Physics 2005; 32:2827-2838. |
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49 |
Zhou
C, Chan HP, Patel S, Cascade PN, Sahiner B, Hadjiiski
LM, Kazerooni EA, "Preliminary Investigation
of Computer-aided Detection of Pulmonary Embolism in 3D Computed Tomographic Pulmonary Angiography (CTPA) Images,"
Academic Radiology 2005; 12:782-792. |
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50 |
Ge J, Sahiner B, Hadjiiski
LM, Chan HP, Wei J, Helvie
MA, Zhou C, “Computer Aided Detection of Clusters of Microcalcifications on
Full Field Digital Mammograms,” Medical Physics 2006; 33:2975-2988. |
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51 |
Hadjiiski L, Sahiner B, Chan HP, “Advances in
computer-aided diagnosis for breast cancer,” Current Opinion in Obstetrics
and Gynecology 2006; 18:64–70. |
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52 |
Hadjiiski L, Sahiner B, Helvie
MA, Chan HP, Roubidoux MA, Paramagul
C, Blane C, Petrick N, Bailey
J, Klein K, Foster M, Patterson S, Adler D, Nees A,
Shen J, “Breast masses: Computer-aided diagnosis
with serial mammograms,” Radiology 2006; 240:343-356. |
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53 |
Sahiner
B, Chan HP, Hadjiiski LM, Helvie
MA, Paramagul C, Ge J, Wei J, Zhou C, “Joint two-view information for
computerized detection of microcalcifications on mammograms,” Medical Physics
2006; 33: 2574-2585. |
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54 |
Way
T, Hadjiiski L, Sahiner B, Chan HP, Cascade P, Kazerooni EA, Bogot N, Zhou C,
"Computer-aided Diagnosis of Pulmonary Nodules on CT scans: Segmentation
and Classification Using 3D Active Contours," Medical Physics 2006;
33:2323-2337. |
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55 |
Wei J, Chan HP, Sahiner B, Hadjiiski
LM, Helvie MA, Roubidoux
MA, Zhou C, Ge J, “Dual system approach to computer-aided
detection of breast masses on mammograms,” Medical Physics 2006;
33:4157-4168. |
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56 |
Zhang
Y, Chan HP, Sahiner B, Wei J, Goodsitt
MM, Hadjiiski LM, Ge J,
Zhou C, “A comparative study of limited-angle cone-beam reconstruction
methods for breast tomosynthesis,” Medical Physics
2006; 33:3781-3795. |
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57 |
Ge J, Hadjiiski LM,
Sahiner B, Chan HP, Wei J, Helvie
MA, Zhou C, “Computer aided detection system for clustered
microcalcifications: Comparison of performance on full field digital
mammograms and digitized screen-film mammograms,” Physics in Medicine and
Biology 2007; 52:981-1000. |
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58 |
Hadjiiski L, Chan HP, Sahiner B, Helvie
MA, Roubidoux MA, “Quasi-Continuous and Discrete Confidence
Rating Scales for Observer Performance Studies: Effects on ROC Analysis,”
Academic Radiology 2007; |
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59 |
Sahiner
B, Chan HP, Roubidoux MA, Hadjiiski
LM, Helvie MA, Paramagul
C, Bailey J, Nees A, Blane
C, “Computer-Aided Diagnosis of Malignant and Benign Breast Masses in 3D
Ultrasound Volumes: Effect on Radiologists' Accuracy,” Radiology 2007;
242:716-724. |
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60 |
Shi
J, Sahiner B, Chan HP, Hadjiiski L, Zhou C, Cascade
PN, Bogot N, Kazerooni
EA, Wu YT, Wei J, “Pulmonary Nodule Registration in
Serial CT Scans Based on Rib Anatomy and Nodule Template Matching,” Medical
Physics 2007; 34:1336-1347. |
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61 |
Wei J, Hadjiiski LM,
Sahiner B, Chan HP, Ge J, Roubidox
MA, Helvie MA, Zhou C, Wu YT, Zhang Y, “Computer Aided
Detection Systems for Breast Masses: Comparison of Performances on Full-Field
Digital Mammograms and Digitized Screen-film Mammograms,” Academic Radiology
2007; 14:659-669. |
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62 |
Yoon
H, Zheng B, Sahiner B, Chakraborty
DP, “Evaluating computer aided detection (CAD) algorithms,” Medical Physics
2007; 34:2024:2038. |