Bibliography of Papers for Lubomir Hadjiiski, Ph.D.

 

Publications in Peer-Reviewed Scientific Journals

1

Hadjiiski L, Atanasov K, “A Generalized Net Representing the Elements of One New Neuron Network Set,” AMSE Review 1990; 14(4):55-59.

2

Hadjiiski L, Atanasov K, “Theorem for Representation of the Neuronal Networks by Generalized Nets,” AMSE Review 1990; 12(3):47-54.

3

Hadjiiski L, Atanasov K, “Intuitionist Fuzzy Model of a Neural Network,” Bulletin for Studies and Exchanges on Fuzziness and its Application 1993; 54:36-39.

4

Sinha PK, Hadjiiski LM, Zhou FB, Kutiyal RS, “Electromagnetic Suspension: New Results Using Neural Networks,” IEEE Transaction on Magnetics 1993; 29(6):2971-2973.

5

Hadjiiski L, Atanasov K, “Generalized Net Model of the Intuitionistic Fuzzy Neural Networks,” Advances in Modeling & Analysis A (General Mathematical & Computer Tools) 1995; 23(2):59-64.

6

Hadjiiski L, Linnemann R, Stopka M, Oesterschulze E, Rangelow I, Kassing R, “Application of Neural Networks to SPM System,” Thin Solid Films 1995; 264:291-297.

7

Hudek P, Rangelow IW, Kotich I, Stangl G, Borkowicz Z, Linnemann R, Hadjiiski LM, Gotszalk T, “Submicro- and Nanometer Structure Fabrication Using Direct Electron-Beam Writing & Reactive Ion Etching,” Electron Technology 1995; 28(4):  251-258.

8

Linnemann R, Gotchalk T, Hadjiiski LM, Rangelow I, “Characterization of Cantilever with integrated deflection sensor,” Thin Solid Films 1995; 264:159-164.

9

Oesterschulze E, Hadjiiski LM, Stopka M, Kassing R, “Laser Interferometry and SThM - Techniques for Thermal Characterization of Thin Films,” Materials-Science-Forum 1995; 188:43-52

10

Stopka M, Hadjiiski L, Oesterschulze E, Kassing R, “Surface Investigations by Scanning Thermal Microscopy,” Journal of Vacuum Science and Technology 1995; 13(6):2153 - 2156.

11

Geladi P, Martens H, Hadjiiski L, Hopke P, “A calibration tutorial for spectral data: Part 2: Partial Least Squares Regression Using MATLAB and Some Neural Network Results,” Journal of Near Infrared Spectroscopy 1996; 4:243-255.

12

Hadjiiski L, Munster S, Oesterschulze E, Kassing R, “Neural Network Correction of Nonlinearities in Scanning Probe Microscope Images,” Journal of Vacuum Science and Technology 1996; 14(2):1563-1568.

13

Geladi P, Hadjiiski LM, Hopke P, "Multiple Regression for Environmental Data: Nonlinearities and Prediction Bias,” Chemometrics and Intelligent Laboratory Systems 1999; 47:165-173.

14

Geladi P, Hadjiiski LM, Hopke P, "Multiple Regression for Environmental Data: Nonlinearities and Prediction Bias,” Chemometrics and Intelligent Laboratory Systems 1999; 47:165-173.

15

Geladi P, Hadjiiski LM, Hopke P, "Multiple Regression for Environmental Data: Nonlinearities and Prediction Bias,” Chemometrics and Intelligent Laboratory Systems 1999; 47:165-173.

16

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.

17

Goodsitt MM, Chan HP, Hadjiiski LM, "Stereomammography: Evaluation of depth perception using a virtual 3D cursor," Medical Physics 2000; 27:1305-1310.

18

Guest AR, Helvie MA, Chan HP, Hadjiiski LM, Bailey JE, Roubidoux MA, "Adverse effects of increasing body weight on mammographic image quality." Am. J. Roentgenol. 2000; 175:805-810.

19

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.

20

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.

21

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.

22

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.

23

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.

24

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.

25

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.

26

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.

27

Goodsitt MM, Chan HP, Darner KL, Hadjiiski LM, "The effects of stereo shift angle, geometric magnification and display zoom on depth measurements in digital stereomammography," Medical Physics 2002; 29:2725-2734.

28

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.

29

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.

30

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.

31

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.

32

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.

33

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.

34

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.

35

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.

36

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.

37

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.

38

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.

39

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.

40

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.

41

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.

42

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.

43

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.

44

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.

45

Hadjiiski L, Sahiner B, Chan HP, “Advances in computer-aided diagnosis for breast cancer,” Current Opinion in Obstetrics and Gynecology 2006; 18:64–70.

46

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.

47

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.

48

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.

49

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.

50

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.

51

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.

52

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; 14:38–48.

53

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.

54

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.

55

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.