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Berkman Sahiner

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Marios A Gavrielides; Kyle J Myers; Berkman Sahiner; Rongping Zeng; Nicholas Petrick
Benefit of overlapping reconstruction for improving the quantitative assessment of CT lung nodule volume.
Hyun-Chong Cho; Lubomir M Hadjiiski; Mark A Helvie; Chintana Paramagul; Berkman Sahiner; Heang-Ping Chan; Alexis V Nees
A similarity study of content-based image retrieval system for breast cancer using decision tree.
Weijie Chen; Nicholas A Petrick; Berkman Sahiner
Hypothesis testing in noninferiority and equivalence MRMC ROC studies.

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2013: Marios A Gavrielides; Kyle J Myers; Berkman Sahiner; Rongping Zeng; Nicholas Petrick
Benefit of overlapping reconstruction for improving the quantitative assessment of CT lung nodule volume.
Academic radiology 2013;20(2):173-80.
2013: Hyun-Chong Cho; Lubomir M Hadjiiski; Mark A Helvie; Chintana Paramagul; Berkman Sahiner; Heang-Ping Chan; Alexis V Nees
A similarity study of content-based image retrieval system for breast cancer using decision tree.
Medical physics 2013;40(1):012901.
2012: Weijie Chen; Nicholas A Petrick; Berkman Sahiner
Hypothesis testing in noninferiority and equivalence MRMC ROC studies.
Academic radiology 2012;19(9):1158-65.
2012: Shijun Wang; Joseph E Burns; Matthew T McKenna; Tan B Nguyen; Nicholas Petrick; Berkman Sahiner; Ronald M Summers
Seeing is believing: video classification for computed tomographic colonography using multiple-instance learning.
IEEE transactions on medical imaging 2012;31(5):1141-53.
2012: Brandon D Gallas; Maryellen L Giger; David Gur; Elizabeth A Krupinski; Charles E Metz; Kyle J Myers; Nancy A Obuchowski; Berkman Sahiner; Alicia Y Toledano; Heang-Ping Chan; Lori E Dodd; Carl J D'Orsi; Margarita L Zuley
Evaluating imaging and computer-aided detection and diagnosis devices at the FDA.
Academic radiology 2012;19(4):463-77.
2011: Jun Wei; Yi-Ta Wu; Chuan Zhou; Alexander Tsodikov; Heang-Ping Chan; Lubomir M Hadjiiski; Mark A Helvie; Berkman Sahiner
Association of computerized mammographic parenchymal pattern measure with breast cancer risk: a pilot case-control study.
Radiology 2011;260(1):42-9.
2011: Jun Wei; Heang-Ping Chan; Chuan Zhou; Yi-Ta Wu; Berkman Sahiner; Lubomir M Hadjiiski; Marilyn A Roubidoux; Mark A Helvie
Computer-aided detection of breast masses: four-view strategy for screening mammography.
Medical physics 2011;38(4):1867-76.
2011: Hyun-Chong Cho; Lubomir M Hadjiiski; Berkman Sahiner; Heang-Ping Chan; Mark A Helvie; Chintana Paramagul; Alexis V Nees
Similarity evaluation in a content-based image retrieval (CBIR) CADx system for characterization of breast masses on ultrasound images.
Medical physics 2011;38(4):1820-31.
2011: Frank Samuelson; Brandon D Gallas; Kyle J Myers; Nicholas Petrick; Paul Pinsky; Berkman Sahiner; Gregory Campbell; Gene A Pennello
The importance of ROC data.
Academic radiology 2011;18(2):257-8; author reply 259-61.
2010: Heang-Ping Chan; Yi-Ta Wu; Berkman Sahiner; Jun Wei; Mark A Helvie; Yiheng Zhang; Richard H Moore; Daniel B Kopans; Lubomir M Hadjiiski; Ted Way
Characterization of masses in digital breast tomosynthesis: comparison of machine learning in projection views and reconstructed slices.
Medical physics 2010;37(7):3576-86.
2010: Chuan Zhou; Jun Wei; Heang-Ping Chan; Chintana Paramagul; Lubomir M Hadjiiski; Berkman Sahiner; Julie A Douglas
Computerized image analysis: texture-field orientation method for pectoral muscle identification on MLO-view mammograms.
Medical physics 2010;37(5):2289-99.
2010: Lubomir M Hadjiiski; Suresh K Mukherji; Mohannad Ibrahim; Berkman Sahiner; Sachin K Gujar; Jeffrey S Moyer; Heang-Ping Chan
Head and neck cancers on CT: preliminary study of treatment response assessment based on computerized volume analysis.
AJR. American journal of roentgenology 2010;194(4):1083-9.
2010: Ted Way; Heang-Ping Chan; Lubomir M Hadjiiski; Berkman Sahiner; Aamer Chughtai; Thomas K Song; Chad Poopat; Jadranka Stojanovska Nojkova ; Luba Frank; Anil Attili; Naama R Bogot; Philip N Cascade; Ella Annabelle Kazerooni
Computer-aided diagnosis of lung nodules on CT scans: ROC study of its effect on radiologists' performance.
Academic radiology 2010;17(3):323-32.
2010: Ted W Way; Berkman Sahiner; Lubomir M Hadjiiski; Heang-Ping Chan
Effect of finite sample size on feature selection and classification: a simulation study.
Medical physics 2010;37(2):907-20.
2010: Yi-Ta Wu; Chuan Zhou; Heang-Ping Chan; Chintana Paramagul; Lubomir M Hadjiiski; Caroline P Daly; Julie A Douglas; Yiheng Zhang; Berkman Sahiner; Jiazheng Shi; Jun Wei
Dynamic multiple thresholding breast boundary detection algorithm for mammograms.
Medical physics 2010;37(1):391-401.
2009: Berkman Sahiner; Heang-Ping Chan; Lubomir M Hadjiiski; Philip N Cascade; Ella Annabelle Kazerooni; Aamer Chughtai; Chad Poopat; Thomas Song; Luba Frank; Jadranka Stojanovska Nojkova ; Anil Attili
Effect of CAD on radiologists' detection of lung nodules on thoracic CT scans: analysis of an observer performance study by nodule size.
Academic radiology 2009;16(12):1518-30.
2009: Jiazheng Shi; Berkman Sahiner; Heang-Ping Chan; Chintana Paramagul; Lubomir M Hadjiiski; Mark A Helvie; Thomas L Chenevert
Treatment response assessment of breast masses on dynamic contrast-enhanced magnetic resonance scans using fuzzy c-means clustering and level set segmentation.
Medical physics 2009;36(11):5052-63.
2009: Jun Wei; Heang-Ping Chan; Berkman Sahiner; Chuan Zhou; Lubomir M Hadjiiski; Marilyn A Roubidoux; Mark A Helvie
Computer-aided detection of breast masses on mammograms: dual system approach with two-view analysis.
Medical physics 2009;36(10):4451-60.
2009: Chuan Zhou; Heang-Ping Chan; Berkman Sahiner; Lubomir M Hadjiiski; Aamer Chughtai; Smita Patel; Jun Wei; Philip N Cascade; Ella Annabelle Kazerooni
Computer-aided detection of pulmonary embolism in computed tomographic pulmonary angiography (CTPA): performance evaluation with independent data sets.
Medical physics 2009;36(8):3385-96.
2009: Ted W Way; Berkman Sahiner; Heang-Ping Chan; Lubomir M Hadjiiski; Philip N Cascade; Aamer Chughtai; Naama R Bogot; Ella Annabelle Kazerooni
Computer-aided diagnosis of pulmonary nodules on CT scans: improvement of classification performance with nodule surface features.
Medical physics 2009;36(7):3086-98.
2009: Berkman Sahiner; Heang-Ping Chan; Lubomir M Hadjiiski; Marilyn A Roubidoux; Chintana Paramagul; Janet E Bailey; Alexis V Nees; Caroline E Blane; Dorit Adler; Stephanie K Patterson; Katherine Klein; Renee W Pinsky; Mark A Helvie
Multi-modality CADx: ROC study of the effect on radiologists' accuracy in characterizing breast masses on mammograms and 3D ultrasound images.
Academic radiology 2009;16(7):810-8.
2009: Jing Cui; Berkman Sahiner; Heang-Ping Chan; Alexis V Nees; Chintana Paramagul; Lubomir M Hadjiiski; Chuan Zhou; Jiazheng Shi
A new automated method for the segmentation and characterization of breast masses on ultrasound images.
Medical physics 2009;36(5):1553-65.
2009: Yiheng Zhang; Heang-Ping Chan; Berkman Sahiner; Jun Wei; Chuan Zhou; Lubomir M Hadjiiski
Artifact reduction methods for truncated projections in iterative breast tomosynthesis reconstruction.
Journal of computer assisted tomography 2009;33(3):426-35.
2008: Peter Filev; Lubomir M Hadjiiski; Heang-Ping Chan; Berkman Sahiner; Jun Ge; Mark A Helvie; Marilyn A Roubidoux; Chuan Zhou
Automated regional registration and characterization of corresponding microcalcification clusters on temporal pairs of mammograms for interval change analysis.
Medical physics 2008;35(12):5340-50.
2008: Heang-Ping Chan; Jun Wei; Yiheng Zhang; Mark A Helvie; Moore Richard; Berkman Sahiner; Lubomir M Hadjiiski; Daniel B Kopans
Computer-aided detection of masses in digital tomosynthesis mammography: comparison of three approaches.
Medical physics 2008;35(9):4087-95.
2008: Heang-Ping Chan; Lubomir M Hadjiiski; Chuan Zhou; Berkman Sahiner
Computer-aided diagnosis of lung cancer and pulmonary embolism in computed tomography-a review.
Academic radiology 2008;15(5):535-55.
2008: Berkman Sahiner; Heang-Ping Chan; Lubomir M Hadjiiski
Classifier performance prediction for computer-aided diagnosis using a limited dataset.
Medical physics 2008;35(4):1559-70.
2008: Ted W Way; Heang-Ping Chan; Mitchell M Goodsitt; Berkman Sahiner; Lubomir M Hadjiiski; Chuan Zhou; Aamer Chughtai
Effect of CT scanning parameters on volumetric measurements of pulmonary nodules by 3D active contour segmentation: a phantom study.
Physics in medicine and biology 2008;53(5):1295-312.
2008: Berkman Sahiner; Heang-Ping Chan; Lubomir M Hadjiiski
Classifier performance estimation under the constraint of a finite sample size: resampling schemes applied to neural network classifiers.
Neural networks : the official journal of the International Neural Network Society 2008;21(2-3):476-83.
2008: Berkman Sahiner; Heang-Ping Chan; Lubomir M Hadjiiski
Performance analysis of three-class classifiers: properties of a 3-D ROC surface and the normalized volume under the surface for the ideal observer.
IEEE transactions on medical imaging 2008;27(2):215-27.
2008: Jiazheng Shi; Berkman Sahiner; Heang-Ping Chan; Jun Ge; Lubomir M Hadjiiski; Mark A Helvie; Alexis V Nees; Yi-Ta Wu; Jun Wei; Chuan Zhou; Yiheng Zhang; Jing Cui
Characterization of mammographic masses based on level set segmentation with new image features and patient information.
Medical physics 2008;35(1):280-90.
2007: Chuan Zhou; Heang-Ping Chan; Berkman Sahiner; Lubomir M Hadjiiski; Aamer Chughtai; Smita Patel; Jun Wei; Jun Ge; Philip N Cascade; Ella Annabelle Kazerooni
Automatic multiscale enhancement and segmentation of pulmonary vessels in CT pulmonary angiography images for CAD applications.
Medical physics 2007;34(12):4567-77.
2007: Ethan Street; Lubomir M Hadjiiski; Berkman Sahiner; Sachin K Gujar; Mohannad Ibrahim; Suresh K Mukherji; Heang-Ping Chan
Automated volume analysis of head and neck lesions on CT scans using 3D level set segmentation.
Medical physics 2007;34(11):4399-408.
2007: Berkman Sahiner
Does computer-aided detection increase the accuracy of interpretation of mammograms?
Nature clinical practice. Oncology 2007;4(11):630-1.
2007: Yiheng Zhang; Heang-Ping Chan; Berkman Sahiner; Yi-Ta Wu; Chuan Zhou; Jun Ge; Jun Wei; Lubomir M Hadjiiski
Application of boundary detection information in breast tomosynthesis reconstruction.
Medical physics 2007;34(9):3603-13.
2007: Yi-Ta Wu; Jun Wei; Lubomir M Hadjiiski; Berkman Sahiner; Chuan Zhou; Jun Ge; Jiazheng Shi; Yiheng Zhang; Heang-Ping Chan
Bilateral analysis based false positive reduction for computer-aided mass detection.
Medical physics 2007;34(8):3334-44.
2007: Hong Jun Yoon; Bin Zheng; Berkman Sahiner; Dev P Chakraborty
Evaluating computer-aided detection algorithms.
Medical physics 2007;34(6):2024-38.
2007: Jun Wei; Lubomir M Hadjiiski; Berkman Sahiner; Heang-Ping Chan; Jun Ge; Marilyn A Roubidoux; Mark A Helvie; Chuan Zhou; Yi-Ta Wu; Chintana Paramagul; Yiheng Zhang
Computer-aided detection systems for breast masses: comparison of performances on full-field digital mammograms and digitized screen-film mammograms.
Academic radiology 2007;14(6):659-69.
2007: Jiazheng Shi; Berkman Sahiner; Heang-Ping Chan; Lubomir M Hadjiiski; Chuan Zhou; Philip N Cascade; Naama R Bogot; Ella Annabelle Kazerooni; Yi-Ta Wu; Jun Wei
Pulmonary nodule registration in serial CT scans based on rib anatomy and nodule template matching.
Medical physics 2007;34(4):1336-47.
2007: Berkman Sahiner; Heang-Ping Chan; Marilyn A Roubidoux; Lubomir M Hadjiiski; Mark A Helvie; Chintana Paramagul; Janet E Bailey; Alexis V Nees; Caroline E Blane
Malignant and benign breast masses on 3D US volumetric images: effect of computer-aided diagnosis on radiologist accuracy.
Radiology 2007;242(3):716-24.
2007: Jun Ge; Lubomir M Hadjiiski; Berkman Sahiner; Jun Wei; Mark A Helvie; Chuan Zhou; Heang-Ping Chan
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(4):981-1000.
2007: Lubomir M Hadjiiski; Heang-Ping Chan; Berkman Sahiner; Mark A Helvie; Marilyn A Roubidoux
Quasi-continuous and discrete confidence rating scales for observer performance studies: Effects on ROC analysis.
Academic radiology 2007;14(1):38-48.
2006: Jun Wei; Heang-Ping Chan; Berkman Sahiner; Lubomir M Hadjiiski; Mark A Helvie; Marilyn A Roubidoux; Chuan Zhou; Jun Ge
Dual system approach to computer-aided detection of breast masses on mammograms.
Medical physics 2006;33(11):4157-68.
2006: Yiheng Zhang; Heang-Ping Chan; Berkman Sahiner; Jun Wei; Mitchell M Goodsitt; Lubomir M Hadjiiski; Jun Ge; Chuan Zhou
A comparative study of limited-angle cone-beam reconstruction methods for breast tomosynthesis.
Medical physics 2006;33(10):3781-95.
2006: Jun Ge; Berkman Sahiner; Lubomir M Hadjiiski; Heang-Ping Chan; Jun Wei; Mark A Helvie; Chuan Zhou
Computer aided detection of clusters of microcalcifications on full field digital mammograms.
Medical physics 2006;33(8):2975-88.
2006: Lubomir M Hadjiiski; Berkman Sahiner; Mark A Helvie; Heang-Ping Chan; Marilyn A Roubidoux; Chintana Paramagul; Caroline E Blane; Nicholas Petrick; Janet E Bailey; Katherine Klein; Michelle Foster; Stephanie K Patterson; Dorit Adler; Alexis V Nees; Joseph Shen
Breast masses: computer-aided diagnosis with serial mammograms.
Radiology 2006;240(2):343-56.
2006: Berkman Sahiner; Heang-Ping Chan; Lubomir M Hadjiiski; Mark A Helvie; Chintana Paramagul; Jun Ge; Jun Wei; Chuan Zhou
Joint two-view information for computerized detection of microcalcifications on mammograms.
Medical physics 2006;33(7):2574-85.
2006: Ted W Way; Lubomir M Hadjiiski; Berkman Sahiner; Heang-Ping Chan; Philip N Cascade; Ella Annabelle Kazerooni; Naama R Bogot; Chuan Zhou
Computer-aided diagnosis of pulmonary nodules on CT scans: segmentation and classification using 3D active contours.
Medical physics 2006;33(7):2323-37.
2006: Lubomir M Hadjiiski; Berkman Sahiner; Heang-Ping Chan
Advances in computer-aided diagnosis for breast cancer.
Current opinion in obstetrics & gynecology 2006;18(1):64-70.
2005: Heang-Ping Chan; Jun Wei; Berkman Sahiner; Elizabeth A Rafferty; Tao Wu; Marilyn A Roubidoux; Moore Richard; Daniel B Kopans; Lubomir M Hadjiiski; Mark A Helvie
Computer-aided detection system for breast masses on digital tomosynthesis mammograms: preliminary experience.
Radiology 2005;237(3):1075-80.
2005: Jun Wei; Berkman Sahiner; Lubomir M Hadjiiski; Heang-Ping Chan; Nicholas Petrick; Mark A Helvie; Marilyn A Roubidoux; Jun Ge; Chuan Zhou
Computer-aided detection of breast masses on full field digital mammograms.
Medical physics 2005;32(9):2827-38.
2005: Zhanyu Ge; Berkman Sahiner; Heang-Ping Chan; Lubomir M Hadjiiski; Philip N Cascade; Naama R Bogot; Ella Annabelle Kazerooni; Jun Wei; Chuan Zhou
Computer-aided detection of lung nodules: false positive reduction using a 3D gradient field method and 3D ellipsoid fitting.
Medical physics 2005;32(8):2443-54.
2005: Chuan Zhou; Heang-Ping Chan; Smita Patel; Philip N Cascade; Berkman Sahiner; Lubomir M Hadjiiski; Ella Annabelle Kazerooni
Preliminary investigation of computer-aided detection of pulmonary embolism in three-dimensional computed tomography pulmonary angiography images.
Academic radiology 2005;12(6):782-92.
2005: Heang-Ping Chan; Mitchell M Goodsitt; Mark A Helvie; Lubomir M Hadjiiski; Justin T Lydick; Marilyn A Roubidoux; Janet E Bailey; Alexis V Nees; Caroline E Blane; Berkman Sahiner
ROC study of the effect of stereoscopic imaging on assessment of breast lesions.
Medical physics 2005;32(4):1001-9.
2005: Peter Filev; Lubomir M Hadjiiski; Berkman Sahiner; Heang-Ping Chan; Mark A Helvie
Comparison of similarity measures for the task of template matching of masses on serial mammograms.
Medical physics 2005;32(2):515-29.
2004: Chuan Zhou; Heang-Ping Chan; Chintana Paramagul; Marilyn A Roubidoux; Berkman Sahiner; Lubomir M Hadjiiski; Nicholas Petrick
Computerized nipple identification for multiple image analysis in computer-aided diagnosis.
Medical physics 2004;31(10):2871-82.
2004: Lubomir M Hadjiiski; Heang-Ping Chan; Berkman Sahiner; Mark A Helvie; Marilyn A Roubidoux; Caroline E Blane; Chintana Paramagul; Nicholas Petrick; Janet E Bailey; Katherine Klein; Michelle Foster; Stephanie K Patterson; Dorit Adler; Alexis V Nees; Joseph Shen
Improvement in radiologists' characterization of malignant and benign breast masses on serial mammograms with computer-aided diagnosis: an ROC study.
Radiology 2004;233(1):255-65.
2004: Mitchell M Goodsitt; Heang-Ping Chan; Justin T Lydick; Chaitanya R Gandra; Nelson G Chen; Mark A Helvie; Janet E Bailey; Marilyn A Roubidoux; Chintana Paramagul; Caroline E Blane; Berkman Sahiner; Nicholas Petrick
An observer study comparing spot imaging regions selected by radiologists and a computer for an automated stereo spot mammography technique.
Medical physics 2004;31(6):1558-67.
2004: Jun Wei; Heang-Ping Chan; Mark A Helvie; Marilyn A Roubidoux; Berkman Sahiner; Lubomir M Hadjiiski; Chuan Zhou; Sophie Paquerault; Thomas L Chenevert; Mitchell M Goodsitt
Correlation between mammographic density and volumetric fibroglandular tissue estimated on breast MR images.
Medical physics 2004;31(4):933-42.
2004: Berkman Sahiner; Heang-Ping Chan; Marilyn A Roubidoux; Mark A Helvie; Lubomir M Hadjiiski; Aditya Ramachandran; Chintana Paramagul; Gerald L LeCarpentier; Alexis V Nees; Caroline E Blane
Computerized characterization of breast masses on three-dimensional ultrasound volumes.
Medical physics 2004;31(4):744-54.
2004: Lori E Dodd; Robert F Wagner; Samuel G Armato; Michael F McNitt-Gray; Sergey V Beiden; Heang-Ping Chan; David Gur; Geoffrey McLennan; Charles E Metz; Nicholas Petrick; Berkman Sahiner; Jim Sayre
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(4):462-75.
2004: Mark A Helvie; Lubomir M Hadjiiski; Erini Makariou; Heang-Ping Chan; Nicholas Petrick; Berkman Sahiner; Shih-Chung Lo; Matthew Freedman; Dorit Adler; Janet E Bailey; Caroline E Blane; Donna Hoff; Karen Hunt; Lynn K Joynt; Katherine Klein; Chintana Paramagul; Stephanie K Patterson; Marilyn A Roubidoux
Sensitivity of noncommercial computer-aided detection system for mammographic breast cancer detection: pilot clinical trial.
Radiology 2004;231(1):208-14.
2003: Heang-Ping Chan; Mitchell M Goodsitt; Lubomir M Hadjiiski; Janet E Bailey; Katherine Klein; Katie L Darner; Berkman Sahiner
Effects of magnification and zooming on depth perception in digital stereomammography: an observer performance study.
Physics in medicine and biology 2003;48(22):3721-34.
2002: Metin N Gurcan; Berkman Sahiner; Nicholas Petrick; Heang-Ping Chan; Ella Annabelle Kazerooni; Philip N Cascade; Lubomir M Hadjiiski
Lung nodule detection on thoracic computed tomography images: preliminary evaluation of a computer-aided diagnosis system.
Medical physics 2002;29(11):2552-8.
2002: Nicholas Petrick; Berkman Sahiner; Heang-Ping Chan; Mark A Helvie; Sophie Paquerault; Lubomir M Hadjiiski
Breast cancer detection: evaluation of a mass-detection algorithm for computer-aided diagnosis -- experience in 263 patients.
Radiology 2002;224(1):217-24.
2002: Metin N Gurcan; Heang-Ping Chan; Berkman Sahiner; Lubomir M Hadjiiski; Nicholas Petrick; Mark A Helvie
Optimal neural network architecture selection: improvement in computerized detection of microcalcifications.
Academic radiology 2002;9(4):420-9.
2002: Sophie Paquerault; Nicholas Petrick; Heang-Ping Chan; Berkman Sahiner; Mark A Helvie
Improvement of computerized mass detection on mammograms: fusion of two-view information.
Medical physics 2002;29(2):238-47.
2001: Berkman Sahiner; Nicholas Petrick; Heang-Ping Chan; Lubomir M Hadjiiski; Chintana Paramagul; Mark A Helvie; Metin N Gurcan
Computer-aided characterization of mammographic masses: accuracy of mass segmentation and its effects on characterization.
IEEE transactions on medical imaging 2001;20(12):1275-84.
2001: Lubomir M Hadjiiski; Berkman Sahiner; Heang-Ping Chan; Nicholas Petrick; Mark A Helvie; Metin N Gurcan
Analysis of temporal changes of mammographic features: computer-aided classification of malignant and benign breast masses.
Medical physics 2001;28(11):2309-17.
2001: Metin N Gurcan; Berkman Sahiner; Heang-Ping Chan; Lubomir M Hadjiiski; Nicholas Petrick
Selection of an optimal neural network architecture for computer-aided detection of microcalcifications--comparison of automated optimization techniques.
Medical physics 2001;28(9):1937-48.
2001: Berkman Sahiner; Heang-Ping Chan; Nicholas Petrick; Mark A Helvie; Lubomir M Hadjiiski
Improvement of mammographic mass characterization using spiculation meausures and morphological features.
Medical physics 2001;28(7):1455-65.
2001: Lubomir M Hadjiiski; Heang-Ping Chan; Berkman Sahiner; Nicholas Petrick; Mark A Helvie
Automated registration of breast lesions in temporal pairs of mammograms for interval change analysis--local affine transformation for improved localization.
Medical physics 2001;28(6):1070-9.
2001: Chuan Zhou; Heang-Ping Chan; Nicholas Petrick; Mark A Helvie; Mitchell M Goodsitt; Berkman Sahiner; Lubomir M Hadjiiski
Computerized image analysis: estimation of breast density on mammograms.
Medical physics 2001;28(6):1056-69.
2001: Heang-Ping Chan; Mark A Helvie; Nicholas Petrick; Berkman Sahiner; Dorit Adler; Chintana Paramagul; Marilyn A Roubidoux; Caroline E Blane; Lynn K Joynt; TE Wilson; Lubomir M Hadjiiski; Mitchell M Goodsitt
Digital mammography: observer performance study of the effects of pixel size on the characterization of malignant and benign microcalcifications.
Academic radiology 2001;8(6):454-66.
2000: Berkman Sahiner; Heang-Ping Chan; Nicholas Petrick; R F Wagner; Lubomir M Hadjiiski
Feature selection and classifier performance in computer-aided diagnosis: the effect of finite sample size.
Medical physics 2000;27(7):1509-22.
1999: Lubomir M Hadjiiski; Berkman Sahiner; Heang-Ping Chan; Nicholas Petrick; Mark A Helvie
Classification of malignant and benign masses based on hybrid ART2LDA approach.
IEEE transactions on medical imaging 1999;18(12):1178-87.
1999: S Sanjay-Gopal; Heang-Ping Chan; T Wilson; Mark A Helvie; Nicholas Petrick; Berkman Sahiner
A regional registration technique for automated interval change analysis of breast lesions on mammograms.
Medical physics 1999;26(12):2669-79.
1999: Heang-Ping Chan; Berkman Sahiner; R F Wagner; Nicholas Petrick
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(12):2654-68.
1999: Heang-Ping Chan; Berkman Sahiner; Mark A Helvie; Nicholas Petrick; Marilyn A Roubidoux; TE Wilson; Dorit Adler; Chintana Paramagul; JS Newman; S Sanjay-Gopal
Improvement of radiologists' characterization of mammographic masses by using computer-aided diagnosis: an ROC study.
Radiology 1999;212(3):817-27.
1999: Nicholas Petrick; Heang-Ping Chan; Berkman Sahiner; Mark A Helvie
Combined adaptive enhancement and region-growing segmentation of breast masses on digitized mammograms.
Medical physics 1999;26(8):1642-54.
1998: Berkman Sahiner; Heang-Ping Chan; Nicholas Petrick; Mark A Helvie; Mitchell M Goodsitt
Design of a high-sensitivity classifier based on a genetic algorithm: application to computer-aided diagnosis.
Physics in medicine and biology 1998;43(10):2853-71.
1998: Heang-Ping Chan; Berkman Sahiner; Kwok L Lam; Nicholas Petrick; Mark A Helvie; Mitchell M Goodsitt; Dorit Adler
Computerized analysis of mammographic microcalcifications in morphological and texture feature spaces.
Medical physics 1998;25(10):2007-19.
1998: Berkman Sahiner; Heang-Ping Chan; Nicholas Petrick; Mark A Helvie; Mitchell M Goodsitt
Computerized characterization of masses on mammograms: the rubber band straightening transform and texture analysis.
Medical physics 1998;25(4):516-26.
1997: D Wei; Heang-Ping Chan; Nicholas Petrick; Berkman Sahiner; Mark A Helvie; Dorit Adler; Mitchell M Goodsitt
False-positive reduction technique for detection of masses on digital mammograms: global and local multiresolution texture analysis.
Medical physics 1997;24(6):903-14.
1997: Heang-Ping Chan; Berkman Sahiner; Nicholas Petrick; Mark A Helvie; Kwok L Lam; Dorit Adler; Mitchell M Goodsitt
Computerized classification of malignant and benign microcalcifications on mammograms: texture analysis using an artificial neural network.
Physics in medicine and biology 1997;42(3):549-67.
1996: Nicholas Petrick; Heang-Ping Chan; D Wei; Berkman Sahiner; Mark A Helvie; Dorit Adler
Automated detection of breast masses on mammograms using adaptive contrast enhancement and texture classification.
Medical physics 1996;23(10):1685-96.
1996: Berkman Sahiner; Heang-Ping Chan; D Wei; Nicholas Petrick; Mark A Helvie; Dorit Adler; Mitchell M Goodsitt
Image feature selection by a genetic algorithm: application to classification of mass and normal breast tissue.
Medical physics 1996;23(10):1671-84.
1996: Berkman Sahiner; Heang-Ping Chan; Nicholas Petrick; D Wei; Mark A Helvie; Dorit Adler; Mitchell M Goodsitt
Classification of mass and normal breast tissue: a convolution neural network classifier with spatial domain and texture images.
IEEE transactions on medical imaging 1996;15(5):598-610.
1996: Nicholas Petrick; Heang-Ping Chan; Berkman Sahiner; D Wei
An adaptive density-weighted contrast enhancement filter for mammographic breast mass detection.
IEEE transactions on medical imaging 1996;15(1):59-67.
1995: Heang-Ping Chan; Shih-Chung Lo; Berkman Sahiner; Kwok L Lam; Mark A Helvie
Computer-aided detection of mammographic microcalcifications: pattern recognition with an artificial neural network.
Medical physics 1995;22(10):1555-67.
1995: D Wei; Heang-Ping Chan; Mark A Helvie; Berkman Sahiner; Nicholas Petrick; Dorit Adler; Mitchell M Goodsitt
Classification of mass and normal breast tissue on digital mammograms: multiresolution texture analysis.
Medical physics 1995;22(9):1501-13.
1995: Heang-Ping Chan; D Wei; Mark A Helvie; Berkman Sahiner; Dorit Adler; Mitchell M Goodsitt; Nicholas Petrick
Computer-aided classification of mammographic masses and normal tissue: linear discriminant analysis in texture feature space.
Physics in medicine and biology 1995;40(5):857-76.
1995: Berkman Sahiner; A E Yagle
Region-of-interest tomography using exponential radial sampling.
IEEE transactions on image processing : a publication of the IEEE Signal Processing Society 1995;4(8):1120-7.
1995: Berkman Sahiner; A E Yagle
Reconstruction from projections under time-frequency constraints.
IEEE transactions on medical imaging 1995;14(2):193-204.
1993: Berkman Sahiner; A E Yagle
A fast algorithm for backprojection with linear interpolation.
IEEE transactions on image processing : a publication of the IEEE Signal Processing Society 1993;2(4):547-50.
1993: Berkman Sahiner; A E Yagle
Time-frequency distribution inversion of the Radon transform [image reconstruction].
IEEE transactions on image processing : a publication of the IEEE Signal Processing Society 1993;2(4):539-43.