Research Output 1973 2018

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2017
1 Citations

Deformable MR Prostate Segmentation via Deep Feature Learning and Sparse Patch Matching

Guo, Y., Gao, Y. & Shen, D. Jan 30 2017 Deep Learning for Medical Image Analysis. Elsevier Inc., p. 197-222 26 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Radiotherapy
Learning algorithms
Labels
Deep learning
1 Citations

Scalable High Performance Image Registration Framework by Unsupervised Deep Feature Representations Learning

Wang, S., Kim, M., Wu, G. & Shen, D. Jan 30 2017 Deep Learning for Medical Image Analysis. Elsevier Inc., p. 245-269 25 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Image registration
Brain
Imaging techniques
Supervised learning
Magnetic resonance imaging

Sinus pericranii

Zamora, C. & Castillo, M. May 6 2017 Pediatric Vascular Neurosurgery: Principles and Practice of Neurovascular Disorders (Part 1). Springer International Publishing, p. 165-175 11 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Sinus Pericranii
2016

Adult spinal ligamentous injuries

Ramalho, J. & Castillo, M. Apr 29 2016 Critical Findings in Neuroradiology. Springer International Publishing, p. 465-475 11 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Citations

Congenital malformations of the brain and spine

Shankar, P., Zamora, C. & Castillo, M. Dec 1 2016 Neuroimaging Part II, 2016. Elsevier B.V., p. 1121-1137 17 p. (Handbook of Clinical Neurology; vol. 136)

Research output: Chapter in Book/Report/Conference proceedingChapter

Spine
Syringomyelia
Cauda Equina
Lipoma
Brain

Extracranial artery dissections

Rentas, K. E. & Huang, B. Y. Apr 29 2016 Critical Findings in Neuroradiology. Springer International Publishing, p. 361-368 8 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Dissection
Angiography
Arteries
Tunica Intima
Horner Syndrome

Hypoxic-ischemic encephalopathy (preterm, term, and adult)

Castillo, M. & Chiang, F. Jan 1 2016 Neurovascular Imaging: From Basics to Advanced Concepts. Springer New York, p. 469-494 26 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Brain Hypoxia-Ischemia
Brain
Wounds and Injuries
Neuroimaging
Imaging techniques

Leading up

Kramer, R. & Mauro, M. Mar 18 2016 Management and Leadership Skills for Medical Faculty: A Practical Handbook. Springer International Publishing, p. 163-169 7 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Lemierre syndrome

Rentas, K. E. & Huang, B. Y. Apr 29 2016 Critical Findings in Neuroradiology. Springer International Publishing, p. 325-329 5 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Lemierre Syndrome
Embolism
Fusobacterium necrophorum
Thrombophlebitis
Anaerobic Bacteria

Ludwig's angina

Huang, B. Y. Apr 29 2016 Critical Findings in Neuroradiology. Springer International Publishing, p. 313-317 5 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Ludwig's Angina
Cellulitis
Switzerland
Gases
Anti-Bacterial Agents

Multitemplate-based multiview learning for Alzheimer's disease diagnosis

Liu, M., Min, R., Gao, Y., Zhang, D. & Shen, D. Aug 9 2016 Machine Learning and Medical Imaging. Elsevier Inc., p. 259-297 39 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Brain mapping
Neurodegenerative diseases
Computer aided diagnosis
Magnetic resonance imaging
Brain

Neuronal network architecture and temporal lobe epilepsy: A connectome-based and machine learning study

Munsell, B. C., Wu, G., Keller, S., Fridriksson, J., Weber, B., Styner, M., Shen, D. & Bonilha, L. Aug 9 2016 Machine Learning and Medical Imaging. Elsevier Inc., p. 455-476 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Temporal bone fractures

Huang, B. Y. Apr 29 2016 Critical Findings in Neuroradiology. Springer International Publishing, p. 343-348 6 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Temporal Bone
Bone Fractures
Petrous Bone
Closed Head Injuries
Facial Paralysis

Temporal bone infections

Rentas, K. E. & Huang, B. Y. Apr 29 2016 Critical Findings in Neuroradiology. Springer International Publishing, p. 293-300 8 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Mastoiditis
Temporal Bone
Abscess
Mastoid
Petrositis
2015
8 Citations

A hybrid of deep network and hidden markov model for MCI identification with resting-state fMRI

Suk, H. I., Lee, S. W. & Shen, D. Jan 1 2015 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9349, p. 573-580 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9349)

Research output: Chapter in Book/Report/Conference proceedingChapter

Functional Magnetic Resonance Imaging
Hidden Markov models
Markov Model
Encoder
Labels

Benign solid liver lesions

Altun, E., El-Azzazi, M., Semelka, R. C. & Alobaidy, M. Apr 10 2015 Liver Imaging: MRI with CT Correlation. wiley, p. 101-136 36 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Liver Cell Adenoma
Focal Nodular Hyperplasia
Angiomyolipoma
Mononuclear Phagocyte System
Liver

Cholangiocarcinoma

Altun, E., El-Azzazi, M., Semelka, R. C. & Ramalho, M. Apr 10 2015 Liver Imaging: MRI with CT Correlation. wiley, p. 193-200 8 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Cholangiocarcinoma
Hepatocellular Carcinoma
Hepatic Tuberculosis
Neoplasms
Sclerosing Cholangitis

Chronic hepatitis and liver cirrhosis

Altun, E., El-Azzazi, M., Semelka, R. C. & Alobaidy, M. Apr 10 2015 Liver Imaging: MRI with CT Correlation. wiley, p. 219-240 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Chronic Hepatitis
Liver Cirrhosis
Fibrosis
Gallbladder
Liver Diseases

Cystic diseases of the liver

Altun, E., El-Azzazi, M., Semelka, R. C. & Ramalho, M. Apr 10 2015 Liver Imaging: MRI with CT Correlation. wiley, p. 73-100 28 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Caroli Disease
Cystic Kidney Diseases
Liver Diseases
Liver
Cysts
3 Citations

Diffusion compartmentalization using response function groups with cardinality penalization

Yap, P. T., Zhang, Y. & Shen, D. Jan 1 2015 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9349, p. 183-190 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9349)

Research output: Chapter in Book/Report/Conference proceedingChapter

Penalization
Response Function
Cardinality
Fiber Orientation
Fiber reinforced materials

Hepatic fat and iron deposition

Altun, E., El-Azzazi, M. & Semelka, R. C. Apr 10 2015 Liver Imaging: MRI with CT Correlation. wiley, p. 241-254 14 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Iron
Fats
Magnetic Resonance Imaging
Liver Diseases
Liver

Hepatocellular carcinoma

Altun, E., El-Azzazi, M., Semelka, R. C. & Alobaidy, M. Apr 10 2015 Liver Imaging: MRI with CT Correlation. wiley, p. 161-180 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Hepatocellular Carcinoma
Fibrosis
Liver
Cholangiocarcinoma
Chronic Hepatitis B

Infectious diseases of the liver

Altun, E., El-Azzazi, M. & Semelka, R. C. Apr 10 2015 Liver Imaging: MRI with CT Correlation. wiley, p. 201-218 18 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Cholangitis
Echinococcosis
Portal Vein
Communicable Diseases
Liver Diseases

Inflammatory liver diseases

Altun, E., El-Azzazi, M. & Semelka, R. C. Apr 10 2015 Liver Imaging: MRI with CT Correlation. wiley, p. 255-266 12 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Autoimmune Hepatitis
Sclerosing Cholangitis
Biliary Liver Cirrhosis
Sarcoidosis
Liver Diseases

Liver metastases

Altun, E., El-Azzazi, M., Semelka, R. C. & Ramalho, M. Apr 10 2015 Liver Imaging: MRI with CT Correlation. wiley, p. 137-160 24 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Magnetic Resonance Imaging
Neoplasm Metastasis
Liver
Tomography
Mucinous Adenocarcinoma

Liver trauma

Altun, E., El-Azzazi, M. & Semelka, R. C. Apr 10 2015 Liver Imaging: MRI with CT Correlation. wiley, p. 301-304 4 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Lacerations
Liver
Wounds and Injuries
Hematoma
Hemorrhage
1 Citations

Novel single and multiple shell uniform sampling schemes for diffusion MRI using spherical codes

Cheng, J., Shen, D., Yap, P. T. & Basser, P. J. Jan 1 2015 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9349, p. 28-36 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9349)

Research output: Chapter in Book/Report/Conference proceedingChapter

Spherical Codes
Codes (standards)
Magnetic resonance imaging
Shell
Sampling

Post-treatment changes in the liver

Altun, E., El-Azzazi, M. & Semelka, R. C. Apr 10 2015 Liver Imaging: MRI with CT Correlation. wiley, p. 285-300 16 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Liver
Eligibility Determination
Therapeutics
Transplants
Seroma

Rare primary and secondary tumors of the liver

Altun, E., El-Azzazi, M. & Semelka, R. C. Apr 10 2015 Liver Imaging: MRI with CT Correlation. wiley, p. 181-192 12 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Epithelioid Hemangioendothelioma
Hepatoblastoma
Hemangiosarcoma
Liver
Neoplasms

Safety of MRI and CT

Altun, E. & Semelka, R. C. Apr 10 2015 Liver Imaging: MRI with CT Correlation. wiley, p. 63-72 10 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Human Milk
Ionizing Radiation
Contrast Media
Safety
Neoplasms
5 Citations

Tensorial spherical polar fourier diffusion mri with optimal dictionary learning

Cheng, J., Shen, D., Yap, P. T. & Basser, P. J. Oct 1 2015 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9349, p. 174-182 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9349)

Research output: Chapter in Book/Report/Conference proceedingChapter

Glossaries
Diffusion tensor imaging
Imaging
Compressed sensing
Tensor
1 Citations

The cross-sectional anatomy of the liver and normal variations

Altun, E., El-Azzazi, M. & Semelka, R. C. Apr 10 2015 Liver Imaging: MRI with CT Correlation. wiley, p. 1-14 14 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Cross-Sectional Anatomy
Bile Ducts
Liver
Anatomy
Common Hepatic Duct

The cross-sectional imaging techniques and diagnostic approach

Altun, E. & Semelka, R. C. Apr 10 2015 Liver Imaging: MRI with CT Correlation. wiley, p. 15-62 48 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Diagnostic Imaging
Liver Diseases

Vascular disorders of the liver

Altun, E., El-Azzazi, M. & Semelka, R. C. Apr 10 2015 Liver Imaging: MRI with CT Correlation. wiley, p. 267-284 18 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Liver Transplantation
Blood Vessels
Thrombosis
Liver
Portal Vein
2014

Fetal Imaging

Romine, L. E., Rockhill, R. C., Gabe, M. J., Malhotra, R., Semelka, R. C. & Brown, M. A. May 12 2014 Women's Imaging: MRI with Multimodality Correlation. Wiley Blackwell, p. 180-238 59 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Oligohydramnios
Pelvis
Abdomen
Gestational Age
Anatomy

Imaging Maternal Conditions in Pregnancy

Romine, L. E., Fanous, R., Gabe, M. J., Semelka, R. C. & Brown, M. A. May 12 2014 Women's Imaging: MRI with Multimodality Correlation. Wiley Blackwell, p. 131-179 49 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Leiomyoma
Pelvimetry
Mothers
Uterine Rupture
Choledocholithiasis

Imaging the Adnexa

Brown, M. A., O'Boyle, M. K., Angthong, C., El-Azzazi, M. & Semelka, R. C. May 12 2014 Women's Imaging: MRI with Multimodality Correlation. Wiley Blackwell, p. 88-130 43 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Endometriosis
Ovarian Cysts
Cysts
Adnexa Uteri
Fallopian Tube Diseases

Imaging the Vagina and Urethra

Clair, S. S., Fanous, R., El-Azzazi, M., Semelka, R. C. & Brown, M. A. May 12 2014 Women's Imaging: MRI with Multimodality Correlation. Wiley Blackwell, p. 8-26 19 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Vagina
Urethra
Wolffian Ducts
Cysts
Diverticulum
1 Citations

Magnetic resonance imaging of adenocarcinoma of the pancreas

Semelka, R. C., Escobar, L. A., Ansari, N. A., Thomas, C. & Semelka, A. Jan 1 2014 Abdomen and Thoracic Imaging: An Engineering and Clinical Perspective. Springer US, p. 209-231 23 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Pancreatic Neoplasms
Magnetic resonance imaging
Pancreas
Adenocarcinoma
Magnetic resonance

Pelvis MRI: Introduction and Technique

Brown, M. A. & Semelka, R. C. May 12 2014 Women's Imaging: MRI with Multimodality Correlation. Wiley Blackwell, p. 1-7 7 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Pelvis
Pelvic Pain
Acute Pain
Endometrial Neoplasms
Disease Management
1 Citations

Spinal cord tumors: Anatomic and advanced imaging

Castillo, M. & Thurnher, M. M. Jan 1 2014 Functional Imaging in Oncology: Clinical Applications - Volume 2. Springer Berlin Heidelberg, p. 683-702 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Spinal Cord Neoplasms
Tumors
Imaging techniques
Neoplasms
Ependymoma
5 Citations

Support vector machines for neuroimage analysis: Interpretation from discrimination

Zhou, L., Wang, L., Liu, L., Ogunbona, P. & Shen, D. Nov 1 2014 Support Vector Machines Applications. Springer International Publishing, Vol. 9783319023007, p. 191-220 30 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Support vector machines
Feature extraction
Brain
2013

Acute ischemic stroke: Evidence-based neuroimaging

Ford, A. L., Lee, J. M., Lin, W. & Vo, K. D. Jan 1 2013 Evidence-Based Neuroimaging Diagnosis and Treatment: Improving the Quality of Neuroimaging in Patient Care. Springer New York, p. 147-166 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Neuroimaging
Stroke

Alternate imaging studies to CT

Elias, J., Burke, L. M. B. & Semelka, R. C. Jul 10 2013 Health Care Reform in Radiology. Wiley Blackwell, p. 36-63 28 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Citations

Are we doing the right study?

Armao, D., Elias, J. & Semelka, R. C. Jul 10 2013 Health Care Reform in Radiology. Wiley Blackwell, p. 86-114 29 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Arterial spin labeling (asl) perfusion: Basic concepts, artifacts, and clinical applications

Bertholdo, D. & Castillo, M. Nov 30 2013 Vascular Imaging of the Central Nervous System: Physical Principles, Clinical Applications and Emerging Techniques. Wiley Blackwell, p. 294-305 12 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Artifacts
Perfusion
Cerebrovascular Circulation
Brain Infarction
Cerebrovascular Disorders

Basic principles of computed tomography angiography (CTA)

Kimura, M. & Castillo, M. Nov 30 2013 Vascular Imaging of the Central Nervous System: Physical Principles, Clinical Applications and Emerging Techniques. Wiley Blackwell, p. 67-82 16 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Tomography
Vascular Malformations
Digital Subtraction Angiography
Research
Aneurysm
1 Citations

Brain disease classification and progression using machine learning techniques

Cheng, B., Wee, C. Y., Liu, M., Zhang, D. & Shen, D. Jul 1 2013 Computational Intelligence in Biomedical Imaging. Springer New York, Vol. 9781461472452, p. 3-32 30 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Pattern recognition
Learning systems
Brain
Cerebrospinal fluid
Positron emission tomography

Contrast-enhanced magnetic resonance angiography (mra): Fundamentals and clinical applications

Javed, K. & Castillo, M. Nov 30 2013 Vascular Imaging of the Central Nervous System: Physical Principles, Clinical Applications and Emerging Techniques. Wiley Blackwell, p. 176-185 10 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Magnetic Resonance Angiography
Blood Vessels
Angiography
Neck
Central Nervous System

Digital subtraction angiography (dsa): Basic principles

Castillo, M. Nov 30 2013 Vascular Imaging of the Central Nervous System: Physical Principles, Clinical Applications and Emerging Techniques. Wiley Blackwell, p. 207-220 14 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Digital Subtraction Angiography
Cerebrovascular Disorders
Artifacts
Therapeutics