Classifier performance prediction for computer‐aided diagnosis using a limited dataset (English)
- New search for: Sahiner, Berkman
- New search for: Chan, Heang‐Ping
- New search for: Hadjiiski, Lubomir
- New search for: Sahiner, Berkman
- New search for: Chan, Heang‐Ping
- New search for: Hadjiiski, Lubomir
In:
Medical Physics
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35
, 4
;
1559-1570
;
2008
- Article (Journal) / Electronic Resource
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Title:Classifier performance prediction for computer‐aided diagnosis using a limited dataset
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Contributors:
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Published in:Medical Physics ; 35, 4 ; 1559-1570
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Publisher:
- New search for: American Association of Physicists in Medicine
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Publication date:2008-04-01
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Size:12 pages
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:Vector calculus , Linear regression , resampling , classifier performance , Computer‐aided diagnosis , bootstrap , finite sample size , Pattern recognition , Monte Carlo methods , sensitivity analysis , Laser Doppler velocimetry , sampling methods , Experiment design , Computer aided diagnosis , Neural networks, fuzzy logic, artificial intelligence , Testing procedures , mean square error methods , pattern classification , Mammography , Monte Carlo simulations , covariance matrices , medical diagnostic computing , learning (artificial intelligence) , Approximations and expansions , Statistical properties
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Source:
Table of contents – Volume 35, Issue 4
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1167
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The shortage of radiation oncology physicists is addressable through remote treatment planning combined with periodic visits by consultant physicistsZellmer, Darwin / Klein, Eric / Orton, Colin G. et al. | 2008
- 1170
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A registration based approach for 4D cardiac micro‐CT using combined prospective and retrospective gatingBadea, Cristian T. / Schreibmann, Eduard / Fox, Tim et al. | 2008
- 1180
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Computer‐aided diagnosis of sonographic liver cirrhosis: A spleen‐reference approachYang, Pei‐Ming / Chen, Chung‐Ming / Lu, Tung‐Wu / Yen, Chih‐Pin et al. | 2008
- 1191
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Combined kV and MV imaging for real-time tracking of implanted fiducial markersWiersma, R.D. et al. | 2008
- 1191
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Combined kV and MV imaging for real‐time tracking of implanted fiducial markers a)Wiersma, R. D. / Mao, Weihua / Xing, L. et al. | 2008
- 1199
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The effect of skin thickness determined using breast CT on mammographic dosimetryHuang, Shih‐Ying / Boone, John M. / Yang, Kai / Kwan, Alexander L. C. / Packard, Nathan J. et al. | 2008
- 1207
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Threshold segmentation for PET target volume delineation in radiation treatment planning: The role of target‐to‐background ratio and target sizeBrambilla, M. / Matheoud, R. / Secco, C. / Loi, G. / Krengli, M. / Inglese, E. et al. | 2008
- 1214
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The root percent depth dose method for calculating monitor units for irregularly shaped electron fieldsKehwar, Than S. / Huq, M. Saiful et al. | 2008
- 1223
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Improvement of the spatial resolution of the MicroPET R4 scanner by wobbling the bedSuk, Joon Young / Thompson, Christopher J. / Labuda, Aleks / Goertzen, Andrew L. et al. | 2008
- 1232
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Dosimetric investigation of lung tumor motion compensation with a robotic respiratory tracking system: An experimental studyNioutsikou, Elena / Seppenwoolde, Yvette / Symonds‐Tayler, J. Richard N. / Heijmen, Ben / Evans, Phil / Webb, Steve et al. | 2008
- 1241
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Monte Carlo simulation of backscatter from lead for clinical electron beams using EGSnrcChow, James C. L. / Grigorov, Grigor N. et al. | 2008
- 1251
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Quantifying the accuracy of automated structure segmentation in 4D CT images using a deformable image registration algorithmWijesooriya, Krishni / Weiss, E. / Dill, V. / Dong, L. / Mohan, R. / Joshi, S. / Keall, P. J. et al. | 2008
- 1261
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Radiotherapy dosimetry using a commercial OSL systemViamonte, A. / da Rosa, L. A. R. / Buckley, L. A. / Cherpak, A. / Cygler, J. E. et al. | 2008
- 1267
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The impact of MLC transmitted radiation on EPID dosimetry for dynamic MLC beamsVial, Philip / Greer, Peter B. / Hunt, Peter / Oliver, Lyn / Baldock, Clive et al. | 2008
- 1278
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Technical note: The calibration of ^9^0Y-labeled SIR-Spheres® using a nondestructive spectroscopic assaySelwyn, R. / Micka, J. / DeWerd, L. / Nickles, R. / Thomadsen, B. et al. | 2008
- 1278
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Technical note: The calibration of ‐labeled SIR‐Spheres® using a nondestructive spectroscopic assaySelwyn, R. / Micka, J. / DeWerd, L. / Nickles, R. / Thomadsen, B. et al. | 2008
- 1278
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Technical note: The calibration of 90Y-labeled SIR-Spheresemph TYPE="21">® using a nondestructive spectroscopic assaySelwyn, R. et al. | 2008
- 1280
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Monte Carlo study of the dose rate distributions for the Ir2.A85‐2 and Ir2.A85‐1 Ir‐192 afterloading sourcesGranero, D. / Pérez‐Calatayud, J. / Ballester, F. et al. | 2008
- 1288
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Monte Carlo calculations and experimental measurements of dosimetric parameters of the IRA-103Pd brachytherapy sourceSadeghi, Mahdi et al. | 2008
- 1288
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Monte Carlo calculations and experimental measurements of dosimetric parameters of the brachytherapy sourceSadeghi, Mahdi / Raisali, Gholamreza / Hosseini, S. Hamed / Shavar, Arzhang et al. | 2008
- 1295
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Unifying dose specification between clinical BNCT centers in the AmericasRiley, K. J. / Binns, P. J. / Harling, O. K. / Kiger, W. S. III / González, S. J. / Casal, M. R. / Longhino, J. / Larrieu, O. A. Calzetta / Blaumann, H. R. et al. | 2008
- 1299
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Study of direct and indirect parametric estimation methods of linear models in dynamic positron emission tomographyTsoumpas, Charalampos / Turkheimer, Federico E. / Thielemans, Kris et al. | 2008
- 1310
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Characteristics of megavoltage cone‐beam digital tomosynthesisDescovich, M. / Morin, O. / Aubry, J. F. / Aubin, M. / Chen, J. / Bani‐Hashemi, A / Pouliot, J. et al. | 2008
- 1317
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Iterative reconstruction of a region of interest for transmission tomographyZiegler, Andy / Nielsen, Tim / Grass, Michael et al. | 2008
- 1328
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Efficiency improvements for ion chamber calculations in high energy photon beamsWulff, J. / Zink, K. / Kawrakow, I. et al. | 2008
- 1337
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A mathematical model platform for optimizing a multiprojection breast imaging systemChawla, Amarpreet S. / Samei, Ehsan / Saunders, Robert S. / Lo, Joseph Y. / Baker, Jay A. et al. | 2008
- 1346
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MRI‐compatible transurethral ultrasound system for the treatment of localized prostate cancer using rotational controlChopra, Rajiv / Baker, Nicole / Choy, Vanessa / Boyes, Aaron / Tang, Kee / Bradwell, David / Bronskill, Michael J. et al. | 2008
- 1358
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A comparative contrast-detail study of five medical displaysSamei, Ehsan et al. | 2008
- 1358
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A comparative contrast‐detail study of five medical displays a)Samei, Ehsan / Ranger, Nicole T. / Delong, David M. et al. | 2008
- 1365
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Quantification of lesion size, depth, and uptake using a dual‐head molecular breast imaging systemHruska, Carrie B. / O'Connor, Michael K. et al. | 2008
- 1377
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Improved classifier for computer‐aided polyp detection in CT Colonography by nonlinear dimensionality reductionWang, Shijun / Yao, Jianhua / Summers, Ronald M. et al. | 2008
- 1387
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Split‐focused ultrasound transducer with multidirectional heating for breast tumor thermal surgeryCheng, Tze‐Yuan / Ju, Kuen‐Cheng / Ho, Cheng‐Shiao / Chen, Yung‐Yaw / Chang, Hsu / Lin, Win‐Li et al. | 2008
- 1398
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Technical Note: Dose‐volume histogram analysis in radiotherapy using the Gaussian error functionChow, James C. L. / Markel, Daniel / Jiang, Runqing et al. | 2008
- 1403
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Photon energy spectrum emitted by a novel polymer-encapsulated 103Pd source and its effect on the dose rate constantKhan, Sabrina et al. | 2008
- 1403
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Photon energy spectrum emitted by a novel polymer‐encapsulated source and its effect on the dose rate constantKhan, Sabrina / Chen, Zhe Jay / Nath, Ravinder et al. | 2008
- 1407
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Automatic segmentation of the prostate in 3D MR images by atlas matching using localized mutual informationKlein, Stefan / van der Heide, Uulke A. / Lips, Irene M. / van Vulpen, Marco / Staring, Marius / Pluim, Josien P. W. et al. | 2008
- 1418
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Anniversary Paper: Fifty years of AAPM involvement in radiation dosimetryIbbott, G. / Ma, C.‐M. / Rogers, D. W. O. / Seltzer, S. M. / Williamson, J. F. et al. | 2008
- 1428
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Quantification of breast arterial calcification using full field digital mammographyMolloi, Sabee / Xu, Tong / Ducote, Justin / Iribarren, Carlos et al. | 2008
- 1440
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The impact of respiratory motion and treatment technique on stereotactic body radiation therapy for liver cancerWu, Q. Jackie / Thongphiew, Danthai / Wang, Zhiheng / Chankong, Vira / Yin, Fang‐Fang et al. | 2008
- 1452
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Region‐oriented CT image representation for reducing computing time of Monte Carlo simulationsSarrut, David / Guigues, Laurent et al. | 2008
- 1464
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Respiratory motion effects on whole breast helical tomotherapyMoeckly, Steven R. / Lamba, Michael / Elson, Howard R. et al. | 2008
- 1476
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Acceleration of GATE SPECT simulationsDe Beenhouwer, Jan / Staelens, Steven / Vandenberghe, Stefaan / Lemahieu, Ignace et al. | 2008
- 1486
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Automated detection of microcalcification clusters for digital breast tomosynthesis using projection data only: A preliminary studyReiser, I. / Nishikawa, R. M. / Edwards, A. V. / Kopans, D. B. / Schmidt, R. A. / Papaioannou, J. / Moore, R. H. et al. | 2008
- 1494
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Peripheral dose measurement for CyberKnife radiosurgery with upgraded linac shieldingChuang, Cynthia F. / Larson, David A. / Zytkovicz, Andrea / Smith, Vernon / Petti, Paula L. et al. | 2008
- 1497
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Development of a QA phantom and automated analysis tool for geometric quality assurance of on‐board MV and kV x‐ray imaging systemsMao, Weihua / Lee, Louis / Xing, Lei et al. | 2008
- 1507
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Automatic nonrigid registration of whole body CT mice imagesLi, Xia / Yankeelov, Thomas E. / Peterson, Todd E. / Gore, John C. / Dawant, Benoit M. et al. | 2008
- 1521
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emph TYPE="5">VMC++ versus BEAMnrc: A comparison of simulated linear accelerator heads for photon beamsHasenbalg, F. et al. | 2008
- 1521
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VMC versus BEAMnrc: A comparison of simulated linear accelerator heads for photon beamsHasenbalg, F. / Fix, M. K. / Born, E. J. / Mini, R. / Kawrakow, I. et al. | 2008
- 1532
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Adaptive diffusion smoothing: A diffusion‐based method to reduce IMRT field complexityMatuszak, Martha M. / Larsen, Edward W. / Jee, Kyung‐Wook / McShan, Daniel L. / Fraass, Benedick A. et al. | 2008
- 1547
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On comparing methods for discriminating between actually negative and actually positive subjects with FROC type dataSong, Tao / Bandos, Andriy I. / Rockette, Howard E. / Gur, David et al. | 2008
- 1559
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Classifier performance prediction for computer‐aided diagnosis using a limited datasetSahiner, Berkman / Chan, Heang‐Ping / Hadjiiski, Lubomir et al. | 2008
- 1571
-
Dosimetric characterization of model Cs-1 Rev2 cesium-131 brachytherapy source in water phantoms and human tissues with emph TYPE="5">MCNP5 Monte Carlo simulationWang, Jianhua et al. | 2008
- 1571
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Dosimetric characterization of model Cs‐1 Rev2 cesium‐131 brachytherapy source in water phantoms and human tissues with MCNP5 Monte Carlo simulationWang, Jianhua / Zhang, Hualin et al. | 2008
- 1580
-
Comparison of fixed‐beam IMRT, helical tomotherapy, and IMPT for selected casesMuzik, Jan / Soukup, Martin / Alber, Markus et al. | 2008
- 1593
-
Laser range scanning for image‐guided neurosurgery: Investigation of image‐to‐physical space registrationsCao, Aize / Thompson, R. C. / Dumpuri, P. / Dawant, B. M. / Galloway, R. L. / Ding, S. / Miga, M. I. et al. | 2008
- 1606
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Adsorption of metallic radionuclides on plastic phantom wallsPark, Mi‐Ae / Mahmood, Ashfaq / Zimmerman, Robert E. / Limpa‐Amara, Naengnoi / Makrigiorgos, G. Mike / Moore, Stephen C. et al. | 2008
- 1611
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Optimization of the computational efficiency of a 3D, collapsed cone dose calculation algorithm for brachytherapyCarlsson Tedgren, Åsa / Ahnesjö, Anders et al. | 2008
- 1619
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Reviewing Papers for emph TYPE="2">Medical PhysicsHendee, William R. et al. | 2008
- 1619
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Reviewing Papers for Medical PhysicsHendee, William R. et al. | 2008
- 1621
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Radiobiological Modelling in Radiation OncologyWarkentin, Brad et al. | 2008
- 1621
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Radiobiological Modelling in Radiation Oncology, edited by Roger Dale and Bleddyn JonesWarkentin, B. et al. | 2008
- 1621
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emph TYPE="1">Radiobiological Modelling in Radiation OncologyDale, Roger et al. | 2008
- 1622
-
Slides collection. Radiation Oncology Physics: A Handbook for Teachers and StudentsSethi, Anil et al. | 2008
- 1622
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emph TYPE="1">Slides collection. Radiation Oncology Physics: A Handbook for Teachers and StudentsPodgorsak, E.B. et al. | 2008
- 1622
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Slides collection. Radiation Oncology Physics: A Handbook for Teachers and Students, by E. B. Podgorsak and G. H. HartmannSethi, A. et al. | 2008
- 1623
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INSTRUCTIONS TO AUTHORS| 2008
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Table of Contents| 2008
- v
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Editorial Board| 2008