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Lubomir Hadjiiski
Lubomir Hadjiiski
Verified email at umich.edu
Title
Cited by
Cited by
Year
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
7422019
Deep learning in medical image analysis
HP Chan, RK Samala, LM Hadjiiski, C Zhou
Deep learning in medical image analysis: challenges and applications, 3-21, 2020
4512020
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
4312002
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
4022006
Mass detection in digital breast tomosynthesis: Deep convolutional neural network with transfer learning from mammography
RK Samala, HP Chan, L Hadjiiski, MA Helvie, J Wei, K Cha
Medical physics 43 (12), 6654-6666, 2016
2932016
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
2932006
Urinary bladder segmentation in CT urography using deep‐learning convolutional neural network and level sets
KH Cha, L Hadjiiski, RK Samala, HP Chan, EM Caoili, RH Cohan
Medical physics 43 (4), 1882-1896, 2016
2912016
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
Computer‐aided diagnosis in the era of deep learning
HP Chan, LM Hadjiiski, RK Samala
Medical physics 47 (5), e218-e227, 2020
2242020
Lung nodule detection and classification
HP Chan, B Sahiner, L Hadjiyski, C Zhou, N Petrick
US Patent App. 10/504,197, 2005
2142005
Multi-task transfer learning deep convolutional neural network: application to computer-aided diagnosis of breast cancer on mammograms
RK Samala, HP Chan, LM Hadjiiski, MA Helvie, KH Cha, CD Richter
Physics in Medicine & Biology 62 (23), 8894, 2017
2122017
Breast cancer diagnosis in digital breast tomosynthesis: effects of training sample size on multi-stage transfer learning using deep neural nets
RK Samala, HP Chan, L Hadjiiski, MA Helvie, CD Richter, KH Cha
IEEE transactions on medical imaging 38 (3), 686-696, 2018
2102018
Bladder cancer treatment response assessment in CT using radiomics with deep-learning
KH Cha, L Hadjiiski, HP Chan, AZ Weizer, A Alva, RH Cohan, EM Caoili, ...
Scientific reports 7 (1), 8738, 2017
1892017
Computer‐aided diagnosis of pulmonary nodules on CT scans: improvement of classification performance with nodule surface features
TW Way, B Sahiner, HP Chan, L Hadjiiski, PN Cascade, A Chughtai, ...
Medical physics 36 (7), 3086-3098, 2009
1882009
Digital breast tomosynthesis is comparable to mammographic spot views for mass characterization
M Noroozian, L Hadjiiski, S Rahnama-Moghadam, KA Klein, DO Jeffries, ...
Radiology 262 (1), 61-68, 2012
1872012
Computer-aided Detection System for Breast Masses on Digital Tomosynthesis Mammograms: Preliminary Experience1
HP Chan, J Wei, B Sahiner, EA Rafferty, T Wu, MA Roubidoux, RH Moore, ...
Radiology 237 (3), 1075-1080, 2005
1832005
Malignant and Benign Breast Masses on 3D US Volumetric Images: Effect of Computer-aided Diagnosis on Radiologist Accuracy1
B Sahiner, HP Chan, MA Roubidoux, LM Hadjiiski, MA Helvie, ...
Radiology 242 (3), 716-724, 2007
1652007
Evaluation of computer‐aided detection and diagnosis systemsa)
N Petrick, B Sahiner, SG Armato III, A Bert, L Correale, S Delsanto, ...
Medical physics 40 (8), 087001, 2013
1632013
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