Co-Director Retina Service, University of California at San Diego
Ophthalmology
Dr. Michael H. Goldbaum, MD
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Michael Goldbaum is an expert in the field of Ophthalmology. He studied medicine at Tulane University School of Medicine. He received awards:"Top Doctors:San Diego Area", "Top Doctors:Southern California", "Fellow (FAAO)" and "Super Doctor". Michael H. Goldbaum is a published physician. He has 75 publications published. The most current publication "Locating blood vessels in retinal images by piece-wise threshold probing of a matched filter response." Michael H. Goldbaum accepts Medicare payments and is listed with Medicare.gov.
Publications
- Recognizing patterns of visual field loss using unsupervised machine learning.
- Glaucomatous Patterns in Frequency Doubling Technology (FDT) Perimetry Data Identified by Unsupervised Machine Learning Classifiers.
- Common variant in VEGFA and response to anti-VEGF therapy for neovascular age-related Macular degeneration.
- Association of LIPC and advanced age-related Macular degeneration.
- Progression of Patterns (POP): A Machine Classifier Algorithm to Identify Glaucoma Progression in Visual Fields.
- Predicting glaucomatous progression in glaucoma suspect Eyes using relevance vector machine classifiers for combined structural and functional measurements.
- Pattern recognition can detect subtle field defects in Eyes of HIV individuals without retinitis under HAART.
- Combining functional and structural tests improves the diagnostic accuracy of relevance vector machine classifiers.
- Patterns of Glaucomatous visual field loss in sita fields automatically identified using independent component analysis.
- Machine learning classifiers in Glaucoma.
- Endoresection of irradiated Choroidal melanoma as a treatment for intractable vitreous hemorrhage and secondary blood-induced glaucoma.
- Bayesian machine learning classifiers for combining structural and functional measurements to classify healthy and glaucomatous Eyes.
- Analysis with support vector machine shows HIV-positive subjects without infectious retinitis have mfERG deficiencies compared to normal Eyes.
- Assessing visual field clustering schemes using machine learning classifiers in standard perimetry.
- Machine learning classifiers detect subtle field defects in Eyes of HIV individuals.
- Using unsupervised learning with independent component analysis to identify patterns of Glaucomatous visual field defects.
- Relevance vector machine and support vector machine classifier analysis of scanning laser polarimetry retinal nerve fiber layer measurements.
- Unsupervised learning with independent component analysis can identify patterns of Glaucomatous visual field defects.
- Heidelberg retina tomograph measurements of the Optic disc and parapapillary retina for detecting glaucoma analyzed by machine learning classifiers.
- Late intraocular pressure rise after repeat intravitreal triamcinolone acetonide injections.
- Using unsupervised learning with variational bayesian mixture of factor analysis to identify patterns of Glaucomatous visual field defects.
- Confocal scanning laser ophthalmoscopy classifiers and stereophotograph evaluation for prediction of visual field abnormalities in glaucoma-suspect Eyes.
- Foveal hypoplasia demonstrated in vivo with Optical coherence tomography.
- Comparing neural networks and linear discriminant functions for glaucoma detection using confocal scanning laser ophthalmoscopy of the Optic disc.
- Permanent postoperative vision loss associated with expansion of intraocular gas in the presence of a nitrous oxide-containing anesthetic.
- Comparison of machine learning and traditional classifiers in Glaucoma diagnosis.
- Using machine learning classifiers to identify Glaucomatous change earlier in standard visual fields.
- Comparing machine learning classifiers for diagnosing Glaucoma from standard automated perimetry.
- Peripheral proliferative retinopathies.
- Vitrectomy in sickling Retinopathy: report of five cases.
- Sickled erythrocytes, hyphema, and secondary glaucoma: III. Effects of sicle cell and normal human blood samples in rabbit Anterior chambers.
- Macular and periMacular vascular remodelling sickling haemoglobinopathies.
- Measurement and classification of retinal vascular tortuosity.
- CryOtherapy of proliferative sickle retinopathy, II: triple freeze-thaw cycle.
- Dark-without-pressure fundus lesions.
- Polypoidal Choroidal vasculopathy masquerading as central serous chorioretinopathy.
- The conjunctival sickling sign, hemoglobin S, and irreversibly sickled erythrocytes.
- Calibration error in dark adaptometer.
- Expanding access to knowledge and information.
- Automated measurement of retinal vascular tortuosity.
- Preparing to search on-line.
- CryOtherapy of proliferative sickle retinopathy. Part I. Single freeze-thaw cycle.
- Macular holes associated with proliferative sickle cell retinopathy.
- Subretinal neovascularization as a complication of drainage of subretinal fluid.
- Geometric analysis of radial buckling.
- Evolution of neovascularization in sickle cell Retinopathy. A prospective fluorescein angiographic study.
- Ischemia of ciliary arterial circulation from ocular compression.
- The disc sign in sickling hemoglobinopathies.
- Retinal detachment following radial and astigmatic keratotomy.
- Acute Choroidal ischemia as a complication of photocoagulation.
- Bilateral endogenous Escherichia coli Endophthalmitis in a neonate with meningitis.
- Pegaptanib sodium for neovascular age-related Macular degeneration: third-year safety results of the VEGF Inhibition Study in Ocular Neovascularisation (VISION) trial.
- Year 2 efficacy results of 2 randomized controlled clinical trials of pegaptanib for neovascular age-related Macular degeneration.
- Retinal depression sign indicating a small retinal infarct.
- Late microhyphema associated with a Cataract incision.
- An inexpensive, pressure-regulated air pump for fluid-air exchange during Pars plana vitrectomy.
- The discrimination of similarly colored objects in computer images of the ocular fundus.
- Detection of blood vessels in retinal images using two-dimensional matched filters.
- Polypoidal choroidal vasculopathy and neovascularized age-related Macular degeneration.
- The extracellular matrix of the human Optic nerve.
- Useful adjuncts for vitreoretinal surgery.
- Silicone oil tamponade to seal Macular holes without position restrictions.
- Magnetic resonance imaging in the evaluation of vitreoretinal disease in Eyes with intraocular silicone oil.
- Digital overlay of fluorescein angiograms and fundus images for treatment of subretinal neovascularization.
- Optic neuropathy associated with cryptococcal arachnoiditis in AIDS patients.
- Locating blood vessels in retinal images by piece-wise threshold probing of a matched filter response.
- Comparison of 4 mg versus 20 mg intravitreal triamcinolone acetonide injections.
- Imaging the microvasculature of Choroidal melanomas with confocal indocyanine green scanning laser ophthalmoscopy.
- Interpretation of automated perimetry for Glaucoma by neural network.
- Locating blood vessels in retinal images by piecewise threshold probing of a matched filter response.
- Unsupervised machine learning with independent component analysis to identify areas of progression in Glaucomatous visual fields.
- Locating the Optic nerve in a retinal image using the fuzzy convergence of the blood vessels.
- Dynamics of the Macular hole-silicone oil tamponade interface with patient positioning as imaged by spectral domain-optical coherence tomography.
- Assessing susceptibility to age-related Macular degeneration with genetic markers and environmental factors.
Schools
Tulane University School Of Medicine
Charity Hospital
Naval Hospital
Tulane School Med
New York Presbyterian HospitalWeill Cornell Med Center
Procedures Preformed
- Cataract Removal Surgery
- Destruction of Lesion of Retina and Choroid
- Excision or Destruction of Lesion of Sclera
- Extraocular Muscle Surgery
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Conditions Treated
- Age-Related Macular Degeneration
- Anterior Ischemic Optic Neuropathy
- Aphakia and Other Disorders of Lens
- Benign Neoplasm of Choroid
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Doctors Specialties
- Ophthalmology
Accepted Insurances
Awards
- Top Doctors:San Diego Area
- Top Doctors:Southern California
- Fellow (FAAO)
- Super Doctor
Education
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Stanford University -
New York Presbyterian Hospital - Cornell Campus -
Tulane University -
Tulane University School of Medicine
Hospital
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UC San Diego Health
Drug Facts
| NPI NUMBER | 1720157142 | |
| NPPES Provider LastName | GOLDBAUM | |
| NPPES Provider FirstName | MICHAEL | |
| NPPES Provider ZIPCode | 920371350 | |
| NPPES Provider State | CA | |
| Specialty Description | Ophthalmology | |
| Total Claim Count | 317.0 | |
| Distinct Opioid Count | 0.0 | |
| Opioid Claim Count | 0.0 | |
| Percent Opioid Claims | 0.0 |
Helpful Reviews
Medicare Facts
| National Provider Identifier [NPI] | 1720157142 |
| Last Name Of The Provider | GOLDBAUM |
| First Name Of The Provider | MICHAEL |
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