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41. Full Text Comparison of 2.5D and 3D quantification of femoral head coverage in normal control subjects and patients with hip dysplasia
by Cheng, Hui and Liu, Li and Yu, Weimin and Zhang, Hong and Luo, Dianzhong and Zheng, Guoyan
PLoS ONE, ISSN 1932-6203, 11/2015, Volume 10, Issue 11, p. e0143498
Hip dysplasia is characterized by insufficient femoral head coverage (FHC). Quantification of FHC is of importance as the underlying goal of the surgery to... 
PERIACETABULAR OSTEOTOMY | ACETABULAR COVERAGE | RADIATION-EXPOSURE | MULTIDISCIPLINARY SCIENCES | FEMOROACETABULAR IMPINGEMENT | PELVIC RADIOGRAPHS | VERSION | RADIOGRAPHIC ANALYSIS | RELIABILITY | CANCER-RISKS | Dysplasia | Care and treatment | Research | Osteoarthritis | Computers | Surgical implants | Femur | Correlation coefficients | Joint surgery | Accuracy | Biomedical materials | Computed tomography | Surgery | Measurement techniques | Bone dysplasia | Significance | Hip joint | Correlation coefficient | Statistical analysis | Acetabulum | Regression analysis | Patients | Hip | Radiography | Biomechanics | Hospitals | Reproducibility | Correlation analysis | Radiographs | Morphology | Radiology | Reliability | Methods | Cancer
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42. Full Text CSF levels of the neuronal injury biomarker visinin‐like protein‐1 in Alzheimer's disease and dementia with Lewy bodies
by Luo, Xinni and Hou, Le and Shi, Haishan and Zhong, Xiaomei and Zhang, Yufeng and Zheng, Dong and Tan, Yan and Hu, Guoyan and Mu, Nan and Chan, Jianping and Chen, Xinru and Fang, Yaxiu and Wu, Fengchun and He, Hongbo and Ning, Yuping
Journal of Neurochemistry, ISSN 0022-3042, 12/2013, Volume 127, Issue 5, pp. 681 - 690
The overlapping clinical features of Alzheimer's disease (AD) and Dementia with Lewy bodies (DLB) make differentiation difficult in the clinical environment.... 
dementia with Lewy bodies | α‐synuclein | Alzheimer's disease | biomarkers | cerebrospinal fluid | VILIP‐1 | α-synuclein | VILIP-1 | DIAGNOSIS | LOCALIZATION | BIOCHEMISTRY & MOLECULAR BIOLOGY | TAU | alpha-synuclein | NEUROSCIENCES | COGNITIVE DECLINE | CEREBROSPINAL-FLUID BIOMARKERS | CALCIUM | A-BETA | PARKINSONS-DISEASE | Diagnosis, Differential | Peptide Fragments - cerebrospinal fluid | Lewy Body Disease - diagnosis | Humans | Middle Aged | Male | tau Proteins - cerebrospinal fluid | Alzheimer Disease - cerebrospinal fluid | Plaque, Amyloid - cerebrospinal fluid | Alzheimer Disease - diagnosis | alpha-Synuclein - cerebrospinal fluid | Cerebrospinal Fluid - metabolism | Sensitivity and Specificity | Aged, 80 and over | Amyloid beta-Peptides - cerebrospinal fluid | Adult | Female | Lewy Body Disease - cerebrospinal fluid | Plaque, Amyloid - diagnosis | ROC Curve | Aged | Neurocalcin - cerebrospinal fluid | Biomarkers - cerebrospinal fluid | Neurons | Analysis | Amyloid beta-protein | Neurochemistry | Brain | Biomarkers | Alzheimers disease | Medical diagnosis | Dementia
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43. Full Text Patient-Specific 3-D Magnetic Resonance Imaging–Based Dynamic Simulation of Hip Impingement and Range of Motion Can Replace 3-D Computed Tomography–Based Simulation for Patients With Femoroacetabular Impingement: Implications for Planning Open Hip Preservation Surgery and Hip Arthroscopy
by Lerch, Till D and Degonda, Celia and Schmaranzer, Florian and Todorski, Inga and Cullmann-Bastian, Jennifer and Zheng, Guoyan and Siebenrock, Klaus A and Tannast, Moritz
The American Journal of Sports Medicine, ISSN 0363-5465, 10/2019, Volume 47, Issue 12, pp. 2966 - 2977
Background: Femoroacetabular impingement (FAI) is a complex 3-dimensional (3D) hip abnormality that can cause hip pain and osteoarthritis in young and active... 
Nuclear magnetic resonance--NMR | Clinical medicine | Simulation | Patients | Surgery | Index Medicus
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44. Full Text Medical image computing in diagnosis and intervention of spinal diseases
by Zheng, Guoyan and Li, Shuo
Computerized Medical Imaging and Graphics, ISSN 0895-6111, 2015, Volume 45, pp. 99 - 101
Abstract Spinal image analysis and computer assisted intervention have emerged as new and independent research areas, due to the importance of treatment of... 
Internal Medicine | Other | Medical image computing | Spine | Spinal navigation | Computer assisted intervention | Multiple modality spine image analysis | MODELS | ENGINEERING, BIOMEDICAL | SEGMENTATION | NAVIGATION | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | Reproducibility of Results | Humans | Magnetic Resonance Imaging - methods | Tomography, X-Ray Computed - methods | Spinal Diseases - diagnosis | Patient Positioning - methods | Spine - diagnostic imaging | Spinal Diseases - therapy | Sensitivity and Specificity | Multimodal Imaging - methods | Surgery, Computer-Assisted | Image Enhancement - methods | Spine - pathology | Biomechanics | Medical imaging equipment
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45. Full Text Comparison of partial least squares regression and principal component regression for pelvic shape prediction
by Schumann, Steffen and Nolte, Lutz-P and Zheng, Guoyan
Journal of Biomechanics, ISSN 0021-9290, 2012, Volume 46, Issue 1, pp. 197 - 199
Abstract This paper studied two different regression techniques for pelvic shape prediction, i.e., the partial least square regression (PLSR) and the principal... 
Physical Medicine and Rehabilitation | Regression | Principal component regression | Partial least squares regression | Pelvis | Prediction | BIOPHYSICS | ENGINEERING, BIOMEDICAL | FEMOROACETABULAR IMPINGEMENT | JOINT | Regression Analysis | Models, Biological | Humans | Female | Male | Pelvis - anatomy & histology | Principal Component Analysis | Studies | Accuracy | Population | Principal components analysis | Models | Regression analysis | Experiments
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46. Full Text Fully automatic segmentation of paraspinal muscles from 3D torso CT images via multi-scale iterative random forest classifications
by Kamiya, Naoki and Li, Jing and Kume, Masanori and Fujita, Hiroshi and Shen, Dinggang and Zheng, Guoyan
International Journal of Computer Assisted Radiology and Surgery, ISSN 1861-6410, 11/2018, Volume 13, Issue 11, pp. 1697 - 1706
To develop and validate a fully automatic method for segmentation of paraspinal muscles from 3D torso CT images.We propose a novel learning-based method to... 
Medicine & Public Health | Paraspinal muscles | Segmentation | Surgery | Computer Imaging, Vision, Pattern Recognition and Graphics | Health Informatics | Random forest | Imaging / Radiology | Computer Science, general | SURGERY | MRI | ENGINEERING, BIOMEDICAL | VOLUME | AUTO-CONTEXT | THIGH | FAT | INDIVIDUAL MUSCLES | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | WATER | Humans | Middle Aged | Paraspinal Muscles - diagnostic imaging | Imaging, Three-Dimensional - methods | Probability | Tomography, X-Ray Computed - methods | Male | Algorithms | Aged, 80 and over | Adult | Female | Aged | Torso - diagnostic imaging | Information science | CT imaging | Analysis
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47. Full Text 3D Intervertebral disc localization and segmentation from MR images by data-driven regression and classification
by Chen, Cheng and Belavy, D and Zheng, Guoyan
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2014, Volume 8679, pp. 50 - 58
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48. Full Text Cup Implant Planning Based on 2-D/3-D Radiographic Pelvis Reconstruction-First Clinical Results
by Schumann, Steffen and Sato, Yoshinobu and Nakanishi, Yuki and Yokota, Futoshi and Takao, Masaki and Sugano, Nobuhiko and Guoyan Zheng
IEEE Transactions on Biomedical Engineering, ISSN 0018-9294, 11/2015, Volume 62, Issue 11, pp. 2665 - 2673
Goal: In the following, we will present a newly developed X-ray calibration phantom and its integration for 2-D/3-D pelvis reconstruction and subsequent... 
Surface reconstruction | 2D/3D reconstruction | Three-dimensional displays | Accuracy | X-ray radiograph | prosthesis | orthopedics | Planning | Calibration | Pelvis | X-ray imaging | cup | planning | pelvis | SYSTEM | ENGINEERING, BIOMEDICAL | ACCURACY | TOTAL HIP-ARTHROPLASTY | X-RAYS | 2-D/3-D reconstruction | MAGNIFICATION | Cup | Humans | Middle Aged | Hip Prosthesis | Imaging, Three-Dimensional - methods | Tomography, X-Ray Computed - methods | Male | Pelvis - diagnostic imaging | Young Adult | Adolescent | Aged, 80 and over | Adult | Female | Aged | Phantoms, Imaging | Tomography, X-Ray Computed - instrumentation | Estate planning | Breasts | Reconstruction | Surgical implants | Strategy | Mathematical models | Patients | Three dimensional
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49. Computational Methods and Clinical Applications in Musculoskeletal Imaging
: 5th International Workshop, MSKI 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 10, 2017, Revised Selected Papers
by Glocker, Ben and Yao, Jianhua and Vrtovec, Tomaž and Frangi, Alejandro and Zheng, Guoyan and SpringerLink (Online service)
2018, Lecture Notes in Computer Science, ISBN 9783319741130, Volume 10734
This book constitutes the refereed proceedings of the 5th International Workshop and Challenge on Computational Methods and Clinical Applications for... 
Computer science | Computer communication systems | Image processing | Artificial intelligence
Web Resource
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50. Full Text Evaluation and Comparison of Anatomical Landmark Detection Methods for Cephalometric X-Ray Images: A Grand Challenge
by Ching-Wei Wang and Cheng-Ta Huang and Meng-Che Hsieh and Chung-Hsing Li and Sheng-Wei Chang and Wei-Cheng Li and Vandaele, Remy and Maree, Raphael and Jodogne, Sebastien and Geurts, Pierre and Cheng Chen and Guoyan Zheng and Chengwen Chu and Mirzaalian, Hengameh and Hamarneh, Ghassan and Vrtovec, Tomaz and Ibragimov, Bulat
IEEE Transactions on Medical Imaging, ISSN 0278-0062, 09/2015, Volume 34, Issue 9, pp. 1890 - 1900
Cephalometric analysis is an essential clinical and research tool in orthodontics for the orthodontic analysis and treatment planning. This paper presents the... 
Training | evaluation | Shape | Cephalometric analysis | Detectors | challenge | landmark detection | Dentistry | X-ray imaging | Standards | Biomedical imaging | dental X-ray images | LOCALIZATION | ENGINEERING, BIOMEDICAL | ADVANCEMENT | IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY | RELIABILITY | IDENTIFICATION | ENGINEERING, ELECTRICAL & ELECTRONIC | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | FACIAL ASYMMETRY | SEGMENTATION | FRAMEWORK | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | MORPHOLOGY | Young Adult | Cephalometry - methods | Humans | Middle Aged | Adolescent | Head - diagnostic imaging | Radiography, Dental | Adult | Head - anatomy & histology | Image Processing, Computer-Assisted - methods | Anatomic Landmarks - diagnostic imaging | Child | Radiography | Usage | Cephalometry | Diagnostic imaging | Research | Orthodontics
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51. Full Text Pelvic tilt is minimally changed by total hip arthroplasty hip
by Murphy, William S and Klingenstein, Greg and Murphy, Stephen B and Zheng, Guoyan
Clinical Orthopaedics and Related Research, ISSN 0009-921X, 02/2013, Volume 471, Issue 2, pp. 417 - 421
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52. Full Text Efficient light redirection via stretched field resonance in dielectric meta-resonator
by Dong, GY and Qiao, PW and Zheng, SH and Yang, XL and Meng, XF and Zhou, J
OPTICS EXPRESS, ISSN 1094-4087, 10/2019, Volume 27, Issue 22, pp. 32846 - 32854
Light redirection plays an important role in photonic integrated circuit system, which attracts much attention on account of thriving application prospects... 
METAMATERIAL | DOUBLE DIRAC CONES | CHIP | OPTICS | PHOTONIC CRYSTALS
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53. Full Text MASCG: Multi-Atlas Segmentation Constrained Graph method for accurate segmentation of hip CT images
by Chu, Chengwen and Bai, Junjie and Wu, Xiaodong and Zheng, Guoyan
Medical Image Analysis, ISSN 1361-8415, 12/2015, Volume 26, Issue 1, pp. 173 - 184
This paper addresses the issue of fully automatic segmentation of a hip CT image with the goal to preserve the joint structure for clinical applications in hip... 
Multi-atlas | Segmentation | Graph cut | Graph search | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | SHAPE MODELS | AUTOMATIC SEGMENTATION | BONE SEGMENTATION | ENGINEERING, BIOMEDICAL | FIELD | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Hip Joint - diagnostic imaging | Reproducibility of Results | Algorithms | Radiographic Image Interpretation, Computer-Assisted - methods | Humans | Sensitivity and Specificity | Radiographic Image Enhancement - methods | Tomography, X-Ray Computed - methods | Subtraction Technique | Arthrography - methods | Pattern Recognition, Automated - methods | CT imaging | Methods
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54. Full Text Atlas-Based 3D Intensity Volume Reconstruction of Musculoskeletal Structures in the Lower Extremity from 2D Calibrated X-Ray Images
by Yu, Weimin and Zheng, Guoyan
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2017, Volume 10549, pp. 35 - 43
Atlas | Lower extremity | 2D-3D reconstruction | Musculoskeletal | Articulated
Conference Proceeding
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55. Full Text Why rankings of biomedical image analysis competitions should be interpreted with care
by Maier-Hein, L and Eisenmann, M and Reinke, A and Onogur, S and Stankovic, M and Scholz, P and Arbel, Tal and Bogunović, Hrvoje and Bradley, A.P and Carass, Aaron and Feldmann, C and Frangi, Alejano and Full, P.M and Ginneken, Berbke and Hanbury, A and Honauer, K and Kozubek, Michal and Landman, Bennett and März, K and Maier, O and Maier-Hein, K and Menze, B.H and Müller, H and Neher, P.F and Niessen, Wiro and Rajpoot, N and Sharp, G.C and Sirinukunwattana, K and Speidel, S and Stock, C and Stoyanov, D and Taha, A.A and van der Sommen, F and Wang, C.-W and Weber, M.-A and Zheng, G and Jannin, P and Kopp-Schneider, A
Nature Communications, ISSN 2041-1723, 12/2018, Volume 9, Issue 1, pp. 5217 - 13
textabstractInternational challenges have become the standard for validation of biomedical image analysis methods. Given their scientific impact, it is... 
LESION SEGMENTATION | LUMEN SEGMENTATION | SEGMENTATION ALGORITHMS | PULMONARY NODULES | MRI | MULTIDISCIPLINARY SCIENCES | TRACKING | STANDARDIZED EVALUATION | VALIDATION | EVALUATION FRAMEWORK | COMPUTED-TOMOGRAPHY SCANS | Reproducibility of Results | Technology Assessment, Biomedical - standards | Biomedical Technology - classification | Image Processing, Computer-Assisted - standards | Humans | Diagnostic Imaging - classification | Biomedical Technology - standards | Biomedical Technology - methods | Image Processing, Computer-Assisted - methods | Diagnostic Imaging - standards | Diagnostic Imaging - methods | Technology Assessment, Biomedical - methods | Biomedical Research - methods | Surveys and Questionnaires | Biomedical Research - standards | Image analysis | Annotations | Medical imaging | Image processing | Reproducibility | Quality control | Best practice | Computer Science - Computer Vision and Pattern Recognition | Medical Imaging | Engineering Sciences | Bioinformatics | Image Processing | Computer Science | Signal and Image processing
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56. Full Text Computational Methods and Clinical Applications in Musculoskeletal Imaging
: 6th International Workshop, MSKI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers
2019, Lecture Notes in Computer Science, ISBN 9783030111656, Volume 11404
Health Informatics | Artificial Intelligence | Computer Science | Image Processing and Computer Vision
eBook
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57. Full Text A novel technology for 3D knee prosthesis planning and treatment evaluation using 2D X-ray radiographs: a clinical evaluation
by Zheng, Guoyan and Hommel, Hagen and Akcoltekin, Alper and Thelen, Benedikt and Stifter, Jan and Peersman, Geert
International Journal of Computer Assisted Radiology and Surgery, ISSN 1861-6410, 8/2018, Volume 13, Issue 8, pp. 1151 - 1158
 To present a clinical validation of a novel technology called “3X” which allows for 3D prosthesis planning and treatment evaluation in total knee arthroplasty... 
Total knee arthroplasty | Clinical validation | Medicine & Public Health | 2D–3D reconstruction | Surgery | Computer Imaging, Vision, Pattern Recognition and Graphics | Health Informatics | Planning | Imaging / Radiology | Computer Science, general | Treatment evaluation | ROTATION | SURGERY | ENGINEERING, BIOMEDICAL | RECONSTRUCTION | ARTHROPLASTY | COMPUTED-TOMOGRAPHY | ACCURACY | REPLACEMENT | MODELS | SPINE | ALIGNMENT | COMPONENT | 2D-3D reconstruction | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
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58. Full Text Segmentation of the proximal femur in radial MR scans using a random forest classifier and deformable model registration
by Damopoulos, Dimitrios and Lerch, Till Dominic and Schmaranzer, Florian and Tannast, Moritz and Chênes, Christophe and Zheng, Guoyan and Schmid, Jérôme
International Journal of Computer Assisted Radiology and Surgery, ISSN 1861-6410, 3/2019, Volume 14, Issue 3, pp. 545 - 561
Radial 2D MRI scans of the hip are routinely used for the diagnosis of the cam type of femoroacetabular impingement (FAI) and of avascular necrosis (AVN) of... 
3D reconstruction | Medicine & Public Health | Segmentation | Proximal femur | Surgery | Computer Imaging, Vision, Pattern Recognition and Graphics | Radial imaging of the hip | Health Informatics | Random forest | Deformable model | Imaging / Radiology | Computer Science, general | SURGERY | DIAGNOSIS | SHAPE MODELS | HIP-JOINT | ENGINEERING, BIOMEDICAL | FIELD | FEMOROACETABULAR IMPINGEMENT | SPARSE | OSTEONECROSIS | BONE SEGMENTATION | FRACTURES | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | Osteoarthritis | Usage | Diagnostic imaging
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