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1

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11072 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part III) || Joint Segmentation of Intracerebral Hemorrhage and Infarct from Non-Contrast CT Images of Post-treatment Acute Ischemic Stroke Patients

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 1.43 MB

english, 2018

2

Optimization of multiple-isocenter treatment planning for linac-based stereotactic radiosurgery

Rui Liao, Jeffery A. Williams, Lee Myers, Shidon Li, Russell H. Taylor, Christos Davatzikos

Journal:

Computer Aided Surgery

Year:

2000

Language:

english

File:

PDF, 535 KB

english, 2000

3

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11073 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part IV) || AtlasNet: Multi-atlas Non-linear Deep Networks for Medical Image Segmentation

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 1.42 MB

english, 2018

4

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11071 (21st International Conference, Granada, Spain, September 16–20, 2018, Proceedings, Part II) || Multi-Input and Dataset-Invariant Adversarial Learning (MDAL) for Left and Right-Ventricular Coverage Estimation in Cardiac MRI

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 709 KB

english, 2018

5

Mapping image data to stereotaxic spaces: Applications to brain mapping

Christos Davatzikos

Journal:

Human Brain Mapping

Year:

1998

Language:

english

File:

PDF, 119 KB

english, 1998

6

Network changes associated with transdiagnostic depressive symptom improvement following cognitive behavioral therapy in MDD and PTSD

Yang, Zhen, Gu, Shi, Honnorat, Nicolas, Linn, Kristin A., Shinohara, Russell T., Aselcioglu, Irem, Bruce, Steven, Oathes, Desmond J., Davatzikos, Christos, Satterthwaite, Theodore D., Bassett, Daniell

Journal:

Molecular Psychiatry

Year:

2018

Language:

english

File:

PDF, 1.11 MB

english, 2018

7

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11073 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part IV) || Kid-Net: Convolution Networks for Kidney Vessels Segmentation from CT-Volumes

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 1.63 MB

english, 2018

8

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11072 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part III) || Tract-Specific Group Analysis in Fetal Cohorts Using in utero Diffusion Tensor Imaging

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 1.46 MB

english, 2018

9

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11073 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part IV) || ASDNet: Attention Based Semi-supervised Deep Networks for Medical Image Segmentation

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 773 KB

english, 2018

10

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11070 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I) || Short Acquisition Time PET/MR Pharmacokinetic Modelling Using CNNs

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 1.48 MB

english, 2018

11

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11070 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I) || Locality Adaptive Multi-modality GANs for High-Quality PET Image Synthesis

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 3.82 MB

english, 2018

12

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11072 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part III) || 3D Deep Convolutional Neural Network Revealed the Value of Brain Network Overlap in Differentiating Autism Spectrum Disorder from Healthy Controls

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 2.90 MB

english, 2018

13

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11071 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part II) || Unsupervised Domain Adaptation for Automatic Estimation of Cardiothoracic Ratio

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 1.35 MB

english, 2018

14

Estimating regional cerebral blood flow using resting-state functional MRI via machine learning

Chand, Ganesh B, Habes, Mohamad, Dolui, Sudipto, Detre, John A, Wolk, David A, Davatzikos, Christos

Journal:

Journal of Neuroscience Methods

Year:

2020

Language:

english

File:

PDF, 2.23 MB

english, 2020

15

Application of machine learning methods to describe the effects of conjugated equine estrogens therapy on region-specific brain volumes

Ramon Casanova, Mark A. Espeland, Joseph S. Goveas, Christos Davatzikos, Sarah A. Gaussoin, Joseph A. Maldjian, Robert L. Brunner, Lewis H. Kuller, Karen C. Johnson, W. Jerry Mysiw, Benjamin Wagner, S

Journal:

Magnetic Resonance Imaging

Year:

2011

Language:

english

File:

PDF, 166 KB

english, 2011

16

The five factors of personality and regional cortical variability in the baltimore longitudinal study of aging

Dimitrios Kapogiannis, Angelina Sutin, Christos Davatzikos, Paul Costa Jr., Susan Resnick

Journal:

Human Brain Mapping

Year:

2012

Language:

english

File:

PDF, 1009 KB

english, 2012

17

Morphological appearance manifolds for group-wise morphometric analysis

Nai-Xiang Lian, Christos Davatzikos

Journal:

Medical Image Analysis

Year:

2011

Language:

english

File:

PDF, 2.60 MB

english, 2011

18

High-dimensional pattern regression using machine learning: From medical images to continuous clinical variables

Ying Wang, Yong Fan, Priyanka Bhatt, Christos Davatzikos

Journal:

Year:

2010

Language:

english

File:

PDF, 2.32 MB

english, 2010

19

Measuring Size and Shape of the Hippocampus in MR Images Using a Deformable Shape Model

Dinggang Shen, Scott Moffat, Susan M. Resnick, Christos Davatzikos

Journal:

Year:

2002

Language:

english

File:

PDF, 535 KB

english, 2002

20

Unaffected Family Members and Schizophrenia Patients Share Brain Structure Patterns: A High-Dimensional Pattern Classification Study

Yong Fan, Raquel E. Gur, Ruben C. Gur, Xiaoying Wu, Dinggang Shen, Monica E. Calkins, Christos Davatzikos

Journal:

Biological Psychiatry

Year:

2008

Language:

english

File:

PDF, 2.61 MB

english, 2008

21

Dynamic Bayesian network modeling for longitudinal brain morphometry

Rong Chen, Susan M. Resnick, Christos Davatzikos, Edward H. Herskovits

Journal:

Year:

2012

Language:

english

File:

PDF, 923 KB

english, 2012

22

Use of neuroanatomical pattern regression to predict the structural brain dynamics of vulnerability and transition to psychosis

Nikolaos Koutsouleris, Christian Gaser, Ronald Bottlender, Christos Davatzikos, Petra Decker, Markus Jäger, Gisela Schmitt, Maximilian Reiser, Hans-Jürgen Möller, Eva M. Meisenzahl

Journal:

Schizophrenia Research

Year:

2010

Language:

english

File:

PDF, 735 KB

english, 2010

23

Multiplicative intrinsic component optimization (MICO) for MRI bias field estimation and tissue segmentation

Li, Chunming, Gore, John C., Davatzikos, Christos

Journal:

Magnetic Resonance Imaging

Year:

2014

Language:

english

File:

PDF, 430 KB

english, 2014

24

Three-year conversion of MCI to Alzheimer's disease and cognitive decline can be predicted from polygenetic and imaging profiles

Yotter, Rachel, Gaonkar, Bilwaj, Da, Xiao, Filipovych, Roman, Davatzikos, Christos

Journal:

Alzheimer's & Dementia

Year:

2013

Language:

english

File:

PDF, 232 KB

english, 2013

25

Comparative Evaluation of Registration Algorithms in Different Brain Databases With Varying Difficulty: Results and Insights

Yangming Ou,, Akbari, Hamed, Bilello, Michel, Xiao Da,, Davatzikos, Christos

Journal:

IEEE Transactions on Medical Imaging

Year:

2014

Language:

english

File:

PDF, 4.18 MB

english, 2014

26

Interpreting support vector machine models for multivariate group wise analysis in neuroimaging

Gaonkar, Bilwaj, T. Shinohara, Russell, Davatzikos, Christos

Journal:

Medical Image Analysis

Year:

2015

Language:

english

File:

PDF, 2.49 MB

english, 2015

27

Longitudinal Magnetic Resonance Imaging Studies of Older Adults: A Shrinking Brain

Resnick, Susan M., Pham, Dzung L., Kraut, Michael a., Zonderman, Alan B., Davatzikos, Christos

Journal:

The Journal of neuroscience : the official journal of the Society for Neuroscience

Year:

2003

Language:

english

File:

PDF, 510 KB

english, 2003

28

A review on neuroimaging-based classification studies and associated feature extraction methods for Alzheimer's disease and its prodromal stages

Rathore, Saima, Habes, Mohamad, Aksam Iftikhar, Muhammad, Shacklett, Amanda, Davatzikos, Christos

Journal:

Year:

2017

Language:

english

File:

PDF, 1.27 MB

english, 2017

29

Elevated Markers of Inflammation Are Associated With Longitudinal Changes in Brain Function in Older Adults

Warren, Kristen N, Beason-Held, Lori L, Carlson, Olga, Egan, Josephine M, An, Yang, Doshi, Jimit, Davatzikos, Christos, Ferrucci, Luigi, Resnick, Susan M

Journal:

The Journals of Gerontology Series A Biological Sciences and Medical Sciences

Year:

2018

Language:

english

File:

PDF, 470 KB

english, 2018

30

Regional tract-specific white matter hyperintensities are associated with patterns to aging-related brain atrophy via vascular risk factors, but also independently

Habes, Mohamad, Erus, Guray, Toledo, Jon B., Bryan, Nick, Janowitz, Deborah, Doshi, Jimit, Völzke, Henry, Schminke, Ulf, Hoffmann, Wolfgang, Grabe, Hans J., Wolk, David A., Davatzikos, Christos

Journal:

Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring

Year:

2018

Language:

english

File:

PDF, 892 KB

english, 2018

31

[IEEE 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) - Washington, DC, USA (2018.4.4-2018.4.7)] 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) - GPU accelerated extraction of sparse Granger causality patterns

Sahoo, Dushyant, Honnorat, Nicolas, Davatzikos, Christos

Year:

2018

Language:

english

File:

PDF, 648 KB

english, 2018

32

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11071 (21st International Conference, Granada, Spain, September 16–20, 2018, Proceedings, Part II) || Deep Active Self-paced Learning for Accurate Pulmonary Nodule Segmentation

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 916 KB

english, 2018

33

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11072 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part III) || Modeling Longitudinal Voxelwise Feature Change in Normal Aging with Spatial-Anatomical Regularization

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 2.02 MB

english, 2018

34

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11071 (21st International Conference, Granada, Spain, September 16–20, 2018, Proceedings, Part II) || Efficient Active Learning for Image Classification and Segmentation Using a Sample Selection and Conditional Generative Adversarial Network

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 1.48 MB

english, 2018

35

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11073 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part IV) || MS-Net: Mixed-Supervision Fully-Convolutional Networks for Full-Resolution Segmentation

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 3.00 MB

english, 2018

36

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11070 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I) || Elastic Registration of Geodesic Vascular Graphs

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 2.02 MB

english, 2018

37

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11071 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part II) || Deep Convolutional Gaussian Mixture Model for Stain-Color Normalization of Histopathological Images

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 3.27 MB

english, 2018

38

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11071 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part II) || Towards Accurate and Complete Registration of Coronary Arteries in CTA Images

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 757 KB

english, 2018

39

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11072 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part III) || Volume-Based Analysis of 6-Month-Old Infant Brain MRI for Autism Biomarker Identification and Early Diagnosis

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 840 KB

english, 2018

40

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11070 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I) || Low-Rank Representation for Multi-center Autism Spectrum Disorder Identification

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 391 KB

english, 2018

41

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11073 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part IV) || Deep Learning Based Instance Segmentation in 3D Biomedical Images Using Weak Annotation

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 1.09 MB

english, 2018

42

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11070 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I) || Towards Safe Deep Learning: Accurately Quantifying Biomarker Uncertainty in Neural Network Predictions

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 1.78 MB

english, 2018

43

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11071 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part II) || CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 2.17 MB

english, 2018

44

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11072 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part III) || Improving Cytoarchitectonic Segmentation of Human Brain Areas with Self-supervised Siamese Networks

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 2.23 MB

english, 2018

45

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11070 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I) || Roto-Translation Covariant Convolutional Networks for Medical Image Analysis

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 1.39 MB

english, 2018

46

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11073 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part IV) || Soft-Body Registration of Pre-operative 3D Models to Intra-operative RGBD Partial Body Scans

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 1.72 MB

english, 2018

47

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11070 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I) || Some Investigations on Robustness of Deep Learning in Limited Angle Tomography

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 1.43 MB

english, 2018

48

[Lecture Notes in Computer Science] Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 Volume 11071 (21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part II) || Localization and Labeling of Posterior Ribs in Chest Radiographs Using a CRF-regularized FCN with Local Refinement

Frangi, Alejandro F., Schnabel, Julia A., Davatzikos, Christos, Alberola-López, Carlos, Fichtinger, Gabor

Year:

2018

Language:

english

File:

PDF, 2.11 MB

english, 2018

49

Differential cortical microstructural maturation in the preterm human brain with diffusion kurtosis and tensor imaging

Ouyang, Minhui, Jeon, Tina, Sotiras, Aristeidis, Peng, Qinmu, Mishra, Virendra, Halovanic, Cathy, Chen, Min, Chalak, Lina, Rollins, Nancy, Roberts, Timothy P. L., Davatzikos, Christos, Huang, Hao

Journal:

Proceedings of the National Academy of Sciences

Year:

2019

Language:

english

File:

PDF, 1.31 MB

english, 2019

50

NIMG-70. QUANTITATIVE IMAGE ANALYSIS AND MACHINE LEARNING TECHNIQUES FOR DISTINGUISHING TRUE PROGRESSION FROM PSEUDOPROGRESSION IN PATIENTS WITH GLIOBLASTOMA

Akbari, Hamed, Rathore, Saima, Bakas, Spyridon, Nasrallah, MacLean, Rozycki, Martin, Mohan, Suyash, Wolf, Ronald, Bilello, Michel, Martinez-Lage, Maria, Davatzikos, Christos

Journal:

Year:

2018

File:

PDF, 118 KB

2018