Ferdinand Hui

Associate Professor

20042019
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Research Output 2004 2019

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Article
2019

Automated detection & classification of knee arthroplasty using deep learning

Yi, P. H., Wei, J., Kim, T. K., Sair, H. I., Hui, F. K., Hager, G. D., Fritz, J. & Oni, J. K., Jan 1 2019, (Accepted/In press) In : Knee.

Research output: Contribution to journalArticle

Knee Replacement Arthroplasties
Learning
Area Under Curve
Knee
Arthroplasty

Automated semantic labeling of pediatric musculoskeletal radiographs using deep learning

Yi, P. H., Kim, T. K., Wei, J., Shin, J., Hui, F., Sair, H., Hager, G. & Fritz, J., Jan 1 2019, In : Pediatric radiology.

Research output: Contribution to journalArticle

Semantics
Learning
Pediatrics
ROC Curve
Area Under Curve

Clinical Reasoning: A 68-year-old man with rapid cognitive decline

Berth, S. H., Seth, A., Cohen, A., Rivera Lara, L., Hui, F. & Sun, L., Aug 13 2019, In : Neurology. 93, 7, p. 315-318 4 p.

Research output: Contribution to journalArticle

Open Access
Cognitive Dysfunction

Deep-Learning-Based Semantic Labeling for 2D Mammography and Comparison of Complexity for Machine Learning Tasks

Yi, P. H., Lin, A., Wei, J., Yu, A. C., Sair, H., Hui, F., Hager, G. & Harvey, S., Jan 1 2019, In : Journal of Digital Imaging.

Research output: Contribution to journalArticle

Open Access
Mammography
Semantics
Labeling
Learning systems
Learning

Deep Learning Method for Automated Classification of Anteroposterior and Posteroanterior Chest Radiographs

Kim, T. K., Yi, P. H., Wei, J., Shin, J. W., Hager, G., Hui, F., Sair, H. & Lin, C., Jan 1 2019, (Accepted/In press) In : Journal of Digital Imaging.

Research output: Contribution to journalArticle

Pediatrics
Thorax
Learning
Neural networks
Learning systems

Neuro-Interventional Use of Oral Antiplatelets: A Survey of Neuro-Endovascular Centers in the United States and Review of the Literature

Farrokh, S., Owusu, K., Rivera Lara, L., Nault, K., Hui, F. & Spoelhof, B., Jan 1 2019, (Accepted/In press) In : Journal of Pharmacy Practice.

Research output: Contribution to journalArticle

clopidogrel
Aspirin
Standard of Care
Stroke
Physician Assistants

Percutaneous microwave ablation and cementoplasty: Clinical utility in the treatment of painful extraspinal osseous metastatic disease and myeloma

Deib, G., Deldar, B., Hui, F., Barr, J. S. & Khan, M., Jun 1 2019, In : American Journal of Roentgenology. 212, 6, p. 1377-1384 8 p.

Research output: Contribution to journalArticle

Cementoplasty
Microwaves
Neoplasms
Neoplasm Metastasis
Therapeutics

Readability of patient education materials from radiologyinfo.org: Has there been progress over the past 5 years?

Bange, M., Huh, E., Novin, S. A., Hui, F. & Yi, P. H., Jan 1 2019, In : American Journal of Roentgenology. 213, 4, p. 875-879 5 p.

Research output: Contribution to journalArticle

Patient Education
Radiology
Reading
Libraries
Aptitude

Readability of Spanish-Language Patient Education Materials From RadiologyInfo.org

Novin, S. A., Huh, E. H., Bange, M. G., Hui, F. & Yi, P. H., Jan 1 2019, In : Journal of the American College of Radiology.

Research output: Contribution to journalArticle

Patient Education
Language
Radiology
Libraries
Peas
Ablation Techniques
Microwaves
Spinal Cord Injuries
Spine
Hot Temperature
2018

Angiographic and clinical outcomes of balloon remodeling versus unassisted coil embolization in the ruptured aneurysm cohort of the GEL the NEC study

Dabus, G., Brinjikji, W., Amar, A. P., Almandoz, J. E. D., Diaz, O. M., Jabbour, P., Hanel, R., Hui, F., Kelly, M., Layton, K. F., Miller, J. W., Levy, E. I., Moran, C. J., Suh, D. C., Woo, H., Sellar, R., Hoh, B., Evans, A. & Kallmes, D. F., Jan 1 2018, In : Journal of NeuroInterventional Surgery. 10, 5, p. 447-451 5 p.

Research output: Contribution to journalArticle

Ruptured Aneurysm
Aneurysm
Neck
Mortality
Intracranial Aneurysm

Artificial Intelligence and Radiology: Collaboration Is Key

Yi, P. H., Hui, F. & Ting, D. S. W., Jan 1 2018, (Accepted/In press) In : Journal of the American College of Radiology.

Research output: Contribution to journalArticle

Artificial Intelligence
Radiology

Curative Transvenous Embolization for Ruptured Brain Arteriovenous Malformations: A Single-Center Experience from China

He, Y., Bai, W., Li, T., Hui, F., He, Y. & Xu, B., Jan 1 2018, (Accepted/In press) In : World Neurosurgery.

Research output: Contribution to journalArticle

Arteriovenous Malformations
China
Brain
Drainage
Safety
Thrombectomy
General Anesthesia
Meta-Analysis
Stroke
Odds Ratio

Evaluation of previously embolized intracranial aneurysms: Inter-and intra-rater reliability among neurosurgeons and interventional neuroradiologists

Zuckerman, S. L., Lakomkin, N., Magarik, J. A., Vargas, J., Stephens, M., Akinpelu, B., Spiotta, A. M., Ahmed, A., Arthur, A. S., Fiorella, D., Hanel, R., Hirsch, J. A., Hui, F., James, R. F., Kallmes, D. F., Meyers, P. M., Niemann, D. B., Rasmussen, P., Turner, R. D., Welch, B. G. & 1 others, Mocco, J., Jan 1 2018, In : Journal of NeuroInterventional Surgery. 10, 5, p. 464-468 5 p.

Research output: Contribution to journalArticle

Intracranial Aneurysm
Aneurysm
Demography
Neurosurgeons
Population

Feasibility of vessel wall imaging in assessing unruptured paraclinoid aneurysms: Clinical observations and preliminary experience

Obusez, E. C., Jones, S. E., Mandell, D., Bullen, J., Gonzalez, F. & Hui, F., Jan 1 2018, (Accepted/In press) In : Journal of Clinical Neuroscience.

Research output: Contribution to journalArticle

Aneurysm
Magnetic Resonance Spectroscopy
Gadolinium
Subarachnoid Hemorrhage
Fats

GEL THE NEC: A prospective registry evaluating the safety, ease of use, and efficacy of the HydroSoft coil as a finishing device

Brinjikji, W., Amar, A. P., Delgado Almandoz, J. E., Diaz, O., Jabbour, P., Hanel, R., Hui, F., Kelly, M., Layton, K. D., Miller, J. W., Levy, E., Moran, C., Suh, D. C., Woo, H., Sellar, R., Hoh, B., Evans, A. & Kallmes, D. F., Jan 1 2018, In : Journal of NeuroInterventional Surgery. 10, 1, p. 83-87 5 p.

Research output: Contribution to journalArticle

Aneurysm
Registries
Safety
Intracranial Aneurysm
Equipment and Supplies

Helistroke: Neurointerventionalist helicopter transport for interventional stroke treatment: Proof of concept and rationale

Hui, F., El Mekabaty, A., Schultz, J., Hong, K., Horton, K. M., Urrutia, V., Naqvi, I., Brast, S., Lynch, J. K. & Nadareishvili, Z., Mar 1 2018, In : Journal of NeuroInterventional Surgery. 10, 3, p. 225-228 4 p.

Research output: Contribution to journalArticle

Aircraft
Stroke
Sorbitol
Groin
Therapeutics

Image guided percutaneous spine procedures using an optical see-through head mounted display: Proof of concept and rationale

Deib, G., Johnson, A., Unberath, M., Yu, K., Andress, S., Qian, L., Osgood, G., Navab, N., Hui, F. & Gailloud, P., Apr 27 2018, (Accepted/In press) In : Journal of NeuroInterventional Surgery.

Research output: Contribution to journalArticle

Spine
Head
Kyphoplasty
Anatomic Landmarks
Vertebroplasty
2017

ASPECTS discrepancies between CT and MR imaging: Analysis and implications for triage protocols in acute ischemic stroke

Hui, F., Obuchowski, N. A., John, S., Toth, G., Katzan, I., Wisco, D., Cheng-Ching, E., Uchino, K., Man, S. M. & Hussain, S., Mar 1 2017, In : Journal of NeuroInterventional Surgery. 9, 3, p. 240-243 4 p.

Research output: Contribution to journalArticle

Alberta
Triage
Stroke
National Institutes of Health (U.S.)
Multivariate Analysis

Dural Arteriovenous Fistula Presenting with Purely Contralateral Ophthalmic Manifestations

Baartman, B. J., Bauer, A., Hui, F., Lystad, L. & Singh, A. D., Jul 1 2017, In : Ocular Oncology and Pathology. 3, 2, p. 106-109 4 p.

Research output: Contribution to journalArticle

Eye Manifestations
Central Nervous System Vascular Malformations
Cerebral Angiography
Exophthalmos
Arteriovenous Fistula

Predictors for venous sinus stent retreatment in patients with idiopathic intracranial hypertension

El Mekabaty, A., Obuchowski, N. A., Luciano, M., John, S., Chung, C. Y., Moghekar, A. R., Jones, S. & Hui, F., Dec 1 2017, In : Journal of NeuroInterventional Surgery. 9, 12, p. 1228-1232 5 p.

Research output: Contribution to journalArticle

Pseudotumor Cerebri
Retreatment
Stents
Body Mass Index
African Americans

Successful facial artery pseudoaneurysm coiling and pedicle preservation following free tissue transfer

Day, A. T., Genther, D. J., Hui, F., Mydlarz, W., Griffith, G. & Desai, S., Jan 1 2017, In : American Journal of Otolaryngology - Head and Neck Medicine and Surgery. 38, 1, p. 103-107 5 p.

Research output: Contribution to journalArticle

False Aneurysm
Arteries
Neck
Glossectomy
External Carotid Artery
2016

Aneurysm coil embolization: Cost per volumetric filling analysis and strategy for cost reduction

Wang, C., Ching, E. C. & Hui, F., May 1 2016, In : Journal of NeuroInterventional Surgery. 8, 5, p. 541-543 3 p.

Research output: Contribution to journalArticle

Aneurysm
Costs and Cost Analysis
Equipment and Supplies
Health Expenditures

Carotid sacrifice with a single Penumbra occlusion device: A feasibility study in a swine model

Spiotta, A. M., Turner, R. D., Chaudry, M. I., Turk, A. S., Hui, F. & Schonholz, C., Jan 1 2016, In : Journal of NeuroInterventional Surgery. 8, 1, p. 99-102 4 p.

Research output: Contribution to journalArticle

Feasibility Studies
Swine
Equipment and Supplies
Angiography
Endovascular Procedures

Case Report of Debilitating Headaches and a Coexisting Ophthalmic Artery Aneurysm: An Indication for Treatment?

Baron, E. P., Hui, F. & Kriegler, J. S., Mar 1 2016, In : Headache. 56, 3, p. 567-572 6 p.

Research output: Contribution to journalArticle

Ophthalmic Artery
Aneurysm
Headache
Intracranial Aneurysm
Therapeutics

Dynamic angiographic nature of cerebral mycotic aneurysms in patients with infective endocarditis

John, S., Walsh, K. M., Hui, F., Sundararajan, S., Silverman, S. & Bain, M., Jan 1 2016, In : Stroke. 47, 1, p. e8-e10

Research output: Contribution to journalArticle

Infected Aneurysm
Cerebral Angiography
Intracranial Hemorrhages
Intracranial Aneurysm
Endocarditis

Emergent mechanical thrombectomy for acute stroke using the Mindframe Capture LP system: Initial single-center experience

Cerejo, R., John, S., Bauer, A., Hussain, M. S., Bain, M., Rasmussen, P., Hui, F., Masaryk, T. & Toth, G., Nov 1 2016, In : Journal of NeuroInterventional Surgery. 8, 11, p. 1178-1180 3 p.

Research output: Contribution to journalArticle

Thrombectomy
Stroke
Equipment and Supplies
National Institutes of Health (U.S.)
Basilar Artery

Endovascular Interventions for Idiopathic Intracranial Hypertension and Venous Tinnitus: New Horizons

Hui, F., Abruzzo, T. & Ansari, S. A., May 1 2016, In : Neuroimaging Clinics of North America. 26, 2, p. 289-299 11 p.

Research output: Contribution to journalArticle

Pseudotumor Cerebri
Endovascular Procedures
Intracranial Hypertension
Tinnitus
Stents
Aneurysm
Extremities
Basilar Artery
Technology
Vertebral Artery

High-Resolution Vessel Wall MRI: Appearance of Intravascular Lymphoma Mimics Central Nervous System Vasculitis

Schaafsma, J. D., Hui, F., Wisco, D., Staugaitis, S. M., Uchino, K., Kouzmitcheva, E., Jaigobin, C., Hazrati, L. N., Mikulis, D. J. & Mandell, D. M., Aug 16 2016, (Accepted/In press) In : Clinical Neuroradiology. p. 1-4 4 p.

Research output: Contribution to journalArticle

Increased image quality and reduced radiation dose and contrast media volume: A holistic approach to intracranial CTA

Saade, C., Al-Fout, G., Mayat, A., Brennan, P. C., Hui, F., Maroun, G., Kikano, R. N. & Naffaa, L., Jul 19 2016, (Accepted/In press) In : Clinical Radiology.

Research output: Contribution to journalArticle

Contrast Media
Radiation
Computed Tomography Angiography

Physical characteristics of catheters used for subarachnoid drainage

Wong, A. I., Gao, S., Bain, M. D., Fitzsimons, B. & Hui, F., Aug 1 2016, In : Journal of NeuroInterventional Surgery. 8, 8, p. 865-867 3 p.

Research output: Contribution to journalArticle

Drainage
Catheters
Shear Strength
Tensile Strength
Foreign Bodies
Pseudotumor Cerebri
Syringes
Transverse Sinuses
Encephalocele
Cerebrospinal Fluid

Successful endovascular management of massive pansinus thrombosis: Case report and review of literature

Drofa, A., Kouznetsov, E., Tomek, S., Wiisanen, M., Manchak, M., Lindley, T., Mitchell, S., Hui, F. & Breker, D., Oct 1 2016, In : Pediatric Neurosurgery. 51, 6, p. 318-324 7 p.

Research output: Contribution to journalArticle

Intracranial Sinus Thrombosis
Thrombectomy
Coma
Venous Thrombosis
Thrombosis

Thoracolumbar Arteriovenous Malformations Presenting with Intracranial Subarachnoid Hemorrhage: Case Series and Review of Literature

Cerejo, R., John, S., Grabowski, M., Bauer, A., Chaudhry, B., Toth, G., Hui, F. & Bain, M., Apr 1 2016, In : World Neurosurgery. 88, p. 182-187 6 p.

Research output: Contribution to journalArticle

Arteriovenous Malformations
Subarachnoid Hemorrhage
Vascular Malformations
Spinal Cord
Radiculopathy
2015

Balloon-augmented Onyx endovascular ligation: Initial human experience and comparison with coil ligation

Osanai, T., Bain, M. D., Toth, G., Hussain, M. S. & Hui, F., Aug 1 2015, In : Journal of NeuroInterventional Surgery. 7, 8, p. 608-613 6 p.

Research output: Contribution to journalArticle

Carotid Arteries
Ligation
Costs and Cost Analysis
Blood Vessels
Equipment and Supplies

Clearing Your Mind: A Glymphatic System?

Hui, F., May 1 2015, In : World Neurosurgery. 83, 5, p. 715 1 p.

Research output: Contribution to journalArticle

Lymphatic System
Extracellular Fluid
Lymph
Cerebrospinal Fluid
Brain

Degree of collaterals and not time is the determining factor of core infarct volume within 6 hours of stroke onset

Cheng-Ching, E., Frontera, J. A., Man, S., Aoki, J., Tateishi, Y., Hui, F., Wisco, D., Ruggieri, P., Hussain, M. S. & Uchino, K., Jul 1 2015, In : American Journal of Neuroradiology. 36, 7, p. 1272-1276 5 p.

Research output: Contribution to journalArticle

Stroke
Ischemia
Nonparametric Statistics
Hyperlipidemias
ROC Curve

Early experience in high-resolution MRI for large vessel occlusions

Hui, F., Zhu, X., Jones, S. E., Uchino, K., Bullen, J. A., Hussain, M. S., Lou, X. & Jiang, W. J., Jul 1 2015, In : Journal of NeuroInterventional Surgery. 7, 7, p. 509-516 8 p.

Research output: Contribution to journalArticle

Blood Vessels
Demography
Cerebral Arteries
Dissection
Atherosclerosis

Evolution of thrombectomy approaches and devices for acute stroke: A technical review

Spiotta, A. M., Chaudry, M. I., Hui, F., Turner, R. D., Kellogg, R. T. & Turk, A. S., Jan 1 2015, In : Journal of NeuroInterventional Surgery. 7, 1, p. 2-7 6 p.

Research output: Contribution to journalArticle

Thrombectomy
Stroke
Tissue Plasminogen Activator
Equipment and Supplies
Intra Arterial Infusions

High-resolution MRI vessel wall imaging in varicella zoster virus vasculopathy

Cheng-Ching, E., Jones, S., Hui, F., Man, S., Gilden, D., Bhimraj, A. & Uchino, K., Apr 15 2015, In : Journal of the Neurological Sciences. 351, 1-2, p. 168-173 6 p.

Research output: Contribution to journalArticle

Human Herpesvirus 3
Pathologic Constriction
Middle Cerebral Artery
Internal Carotid Artery
Nervous System Diseases

Long-term Follow-up of In-stent Stenosis After Pipeline Flow Diversion Treatment of Intracranial Aneurysms

John, S., Bain, M., Hui, F., Hussain, M. S., Masaryk, T., Rasmussen, P. & Toth, G., Nov 20 2015, (Accepted/In press) In : Neurosurgery.

Research output: Contribution to journalArticle

Intracranial Aneurysm
Stents
Pathologic Constriction
Equipment and Supplies
Tunica Intima

Mycotic aneurysm detection rates with cerebral angiography in patients with infective endocarditis

Hui, F., Bain, M., Obuchowski, N. A., Gordon, S., Spiotta, A. M., Moskowitz, S., Toth, G. & Hussain, S., Jun 1 2015, In : Journal of NeuroInterventional Surgery. 7, 6, p. 449-452 4 p.

Research output: Contribution to journalArticle

Infected Aneurysm
Cerebral Angiography
Endocarditis
Hemorrhage
Aneurysm

Posterior circulation flow diversion: A single-center experience and literature review

Toth, G., Bain, M., Hussain, M. S., Moskowitz, S., Masaryk, T., Rasmussen, P. & Hui, F., Aug 1 2015, In : Journal of NeuroInterventional Surgery. 7, 8, p. 574-583 10 p.

Research output: Contribution to journalArticle

Aneurysm
Brain Stem Infarctions
Neurologic Manifestations
Natural History
Stents

Predictors of infarct growth after endovascular therapy for acute ischemic stroke

Man, S., Aoki, J., Hussain, M. S., Wisco, D., Tateishi, Y., Toth, G., Hui, F. & Uchino, K., Feb 1 2015, In : Journal of Stroke and Cerebrovascular Diseases. 24, 2, p. 401-407 7 p.

Research output: Contribution to journalArticle

Stroke
Growth
Thrombectomy
Therapeutics
Tomography

The Location of Pretreatment Hyperdense Middle Cerebral Artery Sign Predicts the Outcome of Intraarterial Thrombectomy for Acute Stroke

Man, S., Hussain, M. S., Wisco, D., Katzan, I. L., Aoki, J., Tateishi, Y., Cheng-Ching, E., Hui, F., Masaryk, T. J., Rasmussen, P. A. & Uchino, K., Mar 1 2015, In : Journal of Neuroimaging. 25, 2, p. 263-268 6 p.

Research output: Contribution to journalArticle

Thrombectomy
Middle Cerebral Artery
Stroke
Therapeutics
Databases

Treatment of patients with mild acute ischemic stroke and associated large vessel occlusion

Cerejo, R., Cheng-Ching, E., Hui, F., Hussain, M. S., Uchino, K., Bullen, J. & Toth, G., Oct 17 2015, (Accepted/In press) In : Journal of Clinical Neuroscience.

Research output: Contribution to journalArticle

Stroke
Therapeutics
National Institutes of Health (U.S.)
Natural History
Intracranial Hemorrhages

Vessel wall MRI for suspected isolated basilar artery dissection

Obusez, E. C., Jones, S. E. & Hui, F., Nov 6 2015, (Accepted/In press) In : Journal of Clinical Neuroscience.

Research output: Contribution to journalArticle

Basilar Artery
Dissection
Digital Subtraction Angiography
Arteries
2014

Addition of hyperacute MRI aids in patient selection, decreasing the use of endovascular stroke therapy

Wisco, D., Uchino, K., Saqqur, M., Gebel, J. M., Aoki, J., Alam, S., George, P., Newey, C. R., Man, S., Tateishi, Y., McNeil, J., Winfield, M., Cheng-Ching, E., Hui, F., Toth, G., Bain, M., Rasmussen, P. A., Masaryk, T., Ruggieri, P. & Hussain, M. S., Feb 2014, In : Stroke. 45, 2, p. 467-472 6 p.

Research output: Contribution to journalArticle

Patient Selection
Stroke
Therapeutics
Tomography
Multivariate Analysis