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2.
Cornea ; 40(1): 19-25, 2021 Jan.
Article in English | MEDLINE | ID: mdl-32482958

ABSTRACT

PURPOSE: The aim of this investigation was to study the patient-reported outcomes of patients with microbial keratitis (MK) using the 9-item National Eye Institute-Visual Function Questionnaire (NEI VFQ-9). METHODS: Using the Sight Outcomes Research Collaborative ophthalmology electronic health record repository, patients with MK and control patients who completed the NEI VFQ-9 within 7 days of their appointment were identified. The questionnaire is scored as a mean of the 9 items on a scale from 0 to 100, with higher scores indicating better functioning. Composite and individual item scores were compared between groups using the analysis of variance. RESULTS: In total, 916 questionnaires were completed from patients with acute MK (n = 84), nonacute MK (n = 30), MK with a corneal transplant (n = 21), from controls seen in a satellite comprehensive ophthalmology clinic (n = 528), and controls seen at a subspecialty ophthalmology clinic (n = 253). The mean NEI VFQ-9 composite scores per group were 66.6 (SD = 26.8), 78.1 (SD = 17.1), 58.6 (SD =21.6), 88.0 (SD = 10.2), and 83.5 (SD = 13.0), respectively (P < 0.0001). Both patients with acute MK and patients with MK requiring transplant reported significantly worse function than nonacute MK, comprehensive, and specialty patients. Patients with nonacute MK reported significantly worse function than comprehensive control patients (all Tukey-adjusted P < 0.05). DISCUSSION: Patients who had or eventually require corneal transplant for management of their MK report worse visual function than patients with nonacute MK. This may be important in helping physicians counsel their patients.


Subject(s)
Eye Infections, Bacterial/psychology , Keratitis/psychology , Quality of Life/psychology , Sickness Impact Profile , Adolescent , Adult , Aged , Aged, 80 and over , Corneal Transplantation , Electronic Health Records , Eye Infections, Bacterial/microbiology , Eye Infections, Bacterial/surgery , Female , Humans , Keratitis/microbiology , Keratitis/surgery , Male , Middle Aged , Patient Reported Outcome Measures , Surveys and Questionnaires , Visual Acuity/physiology
3.
IEEE J Biomed Health Inform ; 25(1): 88-99, 2021 01.
Article in English | MEDLINE | ID: mdl-32248131

ABSTRACT

We propose a fully-automatic deep learning-based algorithm for segmentation of ocular structures and microbial keratitis (MK) biomarkers on slit-lamp photography (SLP) images. The dataset consisted of SLP images from 133 eyes with manual annotations by a physician, P1. A modified region-based convolutional neural network, SLIT-Net, was developed and trained using P1's annotations to identify and segment four pathological regions of interest (ROIs) on diffuse white light images (stromal infiltrate (SI), hypopyon, white blood cell (WBC) border, corneal edema border), one pathological ROI on diffuse blue light images (epithelial defect (ED)), and two non-pathological ROIs on all images (corneal limbus, light reflexes). To assess inter-reader variability, 75 eyes were manually annotated for pathological ROIs by a second physician, P2. Performance was evaluated using the Dice similarity coefficient (DSC) and Hausdorff distance (HD). Using seven-fold cross-validation, the DSC of the algorithm (as compared to P1) for all ROIs was good (range: 0.62-0.95) on all 133 eyes. For the subset of 75 eyes with manual annotations by P2, the DSC for pathological ROIs ranged from 0.69-0.85 (SLIT-Net) vs. 0.37-0.92 (P2). DSCs for SLIT-Net were not significantly different than P2 for segmenting hypopyons (p > 0.05) and higher than P2 for WBCs (p < 0.001) and edema (p < 0.001). DSCs were higher for P2 for segmenting SIs (p < 0.001) and EDs (p < 0.001). HDs were lower for P2 for segmenting SIs (p = 0.005) and EDs (p < 0.001) and not significantly different for hypopyons (p > 0.05), WBCs (p > 0.05), and edema (p > 0.05). This prototype fully-automatic algorithm to segment MK biomarkers on SLP images performed to expectations on an exploratory dataset and holds promise for quantification of corneal physiology and pathology.


Subject(s)
Deep Learning , Keratitis , Biomarkers , Humans , Image Processing, Computer-Assisted , Keratitis/diagnostic imaging , Photography
4.
Neurosurgery ; 88(2): 306-312, 2021 01 13.
Article in English | MEDLINE | ID: mdl-33037814

ABSTRACT

BACKGROUND: Shunting procedures have a high failure rate when used to treat pseudotumor cerebri (PTC) patients who have failed medical therapy. This failure is believed to be attributable to the collapsibility of the ventricular system when exposed to increased differential pressure gradients in the cerebral spinal fluid compartments caused by ventriculoperitoneal shunts (VPS). OBJECTIVE: To investigate whether prepontine/interpeduncular cistern shunting may be a reasonable alternative to VPS intervention in PTC patients with history of shunt failure. There have been no large series of cisternal-peritoneal shunt (CPS) patients in the PTC population. METHODS: A retrospective review of 49 patients with placement of CPS for PTC with 2 failed prior shunting procedures was performed. Shunt survivability was based on shunt patency and resolution of ophthalmologic symptoms and cranial nerve deficits. All patients were followed for a minimum of 3 yr with serial ophthalmologic and neurosurgical evaluations. RESULTS: At 3 yr, 44 of the 49 (88.9%) patients had working CPS. Three patients in this group had infections requiring complete shunt removal. Excluding infections, 44 of 46 (95.5%) shunts were functional at 3 yr. There were 3 small, asymptomatic hemorrhages that did not increase patient length of stay, and there were no catastrophic hemorrhages or strokes. There were also no abdominal complications related to shunt placement. CONCLUSION: CPS is a viable alternative to VPS in PTC patients who have failed traditional shunting methods to give these patients a persistent benefit of a working shunt. The procedure provides this solution with low operative and perioperative morbidity.


Subject(s)
Cerebrospinal Fluid Shunts/methods , Pseudotumor Cerebri/surgery , Adult , Female , Humans , Male , Reoperation , Retrospective Studies , Treatment Outcome , Young Adult
5.
Cornea ; 39(12): 1503-1509, 2020 Dec.
Article in English | MEDLINE | ID: mdl-32833849

ABSTRACT

PURPOSE: To evaluate the reliability of manual annotation when quantifying cornea anatomical and microbial keratitis (MK) morphological features on slit-lamp photography (SLP) images. METHODS: Prospectively enrolled patients with MK underwent SLP at initial encounter at 2 academic eye hospitals. Patients who presented with an epithelial defect (ED) were eligible for analysis. Features, which included ED, corneal limbus (L), pupil (P), stromal infiltrate (SI), white blood cell (WBC) infiltration at the SI edge, and hypopyon (H), were annotated independently by 2 physicians on SLP images. Intraclass correlation coefficients (ICCs) were applied for reliability assessment; dice similarity coefficients (DSCs) were used to investigate the area overlap between readers. RESULTS: Seventy-five MK patients with an ED received SLP. DSCs indicate good to fair annotation overlap between graders (L = 0.97, P = 0.80, ED = 0.94, SI = 0.82, H = 0.82, WBC = 0.83) and between repeat annotations by the same grader (L = 0.97, P = 0.81, ED = 0.94, SI = 0.85, H = 0.84, WBC = 0.82). ICC scores showed good intergrader (L = 0.98, P = 0.78, ED = 1.00, SI = 0.67, H = 0.97, WBC = 0.86) and intragrader (L = 0.99, P = 0.92, ED = 0.99, SI = 0.94, H = 0.99, WBC = 0.92) reliabilities. When reliability statistics were recalculated for annotated SI area in the subset of cases where both graders agreed WBC infiltration was present/absent, intergrader ICC improved to 0.91 and DSC improved to 0.86 and intragrader ICC remained the same, whereas DSC improved to 0.87. CONCLUSIONS: Manual annotation indicates usefulness of area quantification in the evaluation of MK. However, variability is intrinsic to the task. Thus, there is a need for optimization of annotation protocols. Future directions may include using multiple annotators per image or automated annotation software.


Subject(s)
Epithelium, Corneal/pathology , Eye Infections, Bacterial/pathology , Eye Infections, Fungal/pathology , Keratitis/pathology , Adult , Aged , Bacteria/isolation & purification , Corneal Stroma/pathology , Eye Infections, Bacterial/microbiology , Eye Infections, Fungal/microbiology , Female , Fungi/isolation & purification , Humans , Keratitis/microbiology , Leukocyte Count , Limbus Corneae/pathology , Male , Middle Aged , Prospective Studies , Reproducibility of Results , Slit Lamp Microscopy
6.
Ophthalmic Plast Reconstr Surg ; 36(6): 553-556, 2020.
Article in English | MEDLINE | ID: mdl-32134770

ABSTRACT

PURPOSE: To test whether intraoperative stereotactic navigation during orbital decompression surgery resulted in quantifiable surgical benefit. METHODS: This retrospective cohort study examined all consecutive patients who underwent primary orbital decompression surgery for thyroid associated orbitopathy performed by a single surgeon (A.K.) during the periods of 2012-2014 (non-navigated), and 2017-2018 (navigated). The study was HIPAA-compliant, was approved by the Institutional Review Board, and adhered to the tenets of the Helsinki declaration. Recorded parameters included patient age, sex, race, decompression technique (side of operation and walls decompressed), estimated blood loss (EBL), intraoperative complications, times that patient entered and exited the operating room (OR), times of surgical incision and dressing completion, pre- and postoperative best corrected visual acuity (BCVA), proptosis, diplopia, postoperative change in strabismus deviation, and need for subsequent strabismus surgery. Recorded times were used to calculate operating time (initial incision to dressing) and maintenance time (time between OR entry and initial incision and time between dressings and OR exit). The total maintenance time was averaged over total number of operations. Student t test was used to compare surgical times, maintenance times, EBL, and proptosis reduction. Fisher exact test was used to compare BCVA change, strabismus deviation change, resolution or onset of diplopia, and need for corrective strabismus surgery. RESULTS: Twenty-two patients underwent primary orbital decompression surgery without navigation, and 23 patients underwent navigation-guided primary orbital decompression surgery. There were no intraoperative complications in either group. The average operative time was shorter in the navigated group for a unilateral balanced decompression (n = 10 vs. 19; 125.8 ± 13.6 vs. 141.3 ± 19.4 min; p-value = 0.019), and a unilateral lateral wall only decompression (n = 13 vs. 3; 80.5 ± 12.8 vs. 93.0 ± 6.1 min; p-value = 0.041). The average maintenance time per surgery was not significantly different between the non-navigated group (51.3 ± 12.7 min) and the navigated group (50.5 ± 6.4 min). There was no significant difference between the navigated and non-navigated groups in average EBL per surgery. There was no significant difference in BCVA change. Average proptosis reduction was larger in the navigated group, but this was not significant. There was a significantly lower proportion of patients who required corrective strabismus surgery following decompression in the navigated group than in the non-navigated group (39.1% vs. 77.3%, p-value = 0.012). CONCLUSIONS: Intraoperative stereotactic navigation during orbital decompression surgery has the potential to provide the surgeon with superior spatial awareness to improve patient outcomes. This study found that use of intraoperative navigation reduced operative time (even without factoring in a resident teaching component) while also reducing the need for subsequent strabismus surgery. This study is limited by its size but illustrates that use of intraoperative navigation guidance has substantive benefits in orbital decompression surgery.


Subject(s)
Graves Ophthalmopathy , Decompression, Surgical , Graves Ophthalmopathy/surgery , Humans , Orbit/surgery , Retrospective Studies
7.
Cornea ; 39(5): 628-633, 2020 May.
Article in English | MEDLINE | ID: mdl-31977729

ABSTRACT

PURPOSE: To investigate the sources of measurement variability when quantifying the morphology of microbial keratitis (MK) from slit-lamp photography (SLP) images using a semiautomated, image-analysis algorithm. METHODS: Prospectively enrolled patients with MK underwent SLP to obtain images of their epithelial defects (ED). Eyes were stained with fluorescein and imaged multiple times under blue light, at low and high magnifications. A masked research assistant chose the 3 best images and annotated each 3 times to provide seed regions corresponding to ED and healthy cornea. The algorithm returned the ED area for each seeded image. Eyes without EDs and algorithm failures were excluded. Variance components were estimated with a random effects model and intraclass correlation coefficients estimated with intragrader reliability. RESULTS: A total of 42 eyes from 42 MK participants were photographed. After excluding poor quality images, eyes with no EDs, and algorithm failures, 34 patients with 92 images and 274 seeds were analyzed. No significant differences in the average ED area were found between seedings or high- versus low-SLP magnifications (all P > 0.5, paired t tests). Minimal measurement variability was because of image (0.9%), magnification (0.2%), or seed (0.1%). Most variability was attributable to differences in ED sizes between patients (85.2%). 13.7% of variability was unexplained. Multiple iterations of the algorithm on the same image showed good consistency (intraclass correlation coefficient = 0.98, 95% confidence interval, 0.97-0.99). CONCLUSIONS: Image-analysis algorithms showed good reliability for measuring the ED area from SLP images. Most measurement variability was because of between-patient differences, not imaging settings or application of the algorithm by the user.


Subject(s)
Algorithms , Cornea/pathology , Eye Infections, Bacterial/diagnosis , Image Processing, Computer-Assisted/methods , Keratitis/diagnosis , Female , Humans , Male , Middle Aged , Prospective Studies , Reproducibility of Results , Slit Lamp Microscopy
8.
J Pediatr Ophthalmol Strabismus ; 56: e79-e83, 2019 Dec 09.
Article in English | MEDLINE | ID: mdl-31821513

ABSTRACT

Russell diencephalic syndrome is a condition in which infants become emaciated in the setting of a decreased or normal caloric intake as the result of a hypothalamic astrocytoma. The diagnosis may be delayed if providers initially attribute the symptoms to a behavioral disorder. The detection of nystagmus, which is present in many patients, may be a critical diagnostic clue. The authors describe two patients in whom the discovery of nystagmus months after the onset of emaciation led to the diagnosis of Russell diencephalic syndrome. [J Pediatr Ophthalmol Strabismus. 2019;56:e79-e83.].


Subject(s)
Astrocytoma/complications , Brain Neoplasms/complications , Nystagmus, Pathologic/etiology , Astrocytoma/diagnosis , Brain/pathology , Brain Neoplasms/diagnosis , Diagnosis, Differential , Female , Humans , Infant , Infant, Newborn , Magnetic Resonance Imaging/methods , Male , Nystagmus, Pathologic/diagnosis , Syndrome
9.
Cornea ; 38(8): 933-937, 2019 Aug.
Article in English | MEDLINE | ID: mdl-31276456

ABSTRACT

PURPOSE: To understand medication use and patient burden for treatment of bacterial keratitis (BK). METHODS: A retrospective study was conducted examining medical records of adult patients with BK in an academic cornea practice. Data collected included medications used in the treatment of BK, dosing of medications, and the number and total duration of clinical encounters. Costs of medications were estimated using the average wholesale pharmacy price. Linear regression analysis was used to investigate associations of medication use with patient demographics and corneal culture results and reported with beta estimates (ß) and 95% confidence intervals (95% CIs). RESULTS: Forty-eight patients with BK (56% female) were studied. Patients were treated for a median of 54 days with 10 visits, 5 unique medications, 587 drops, and 7 prescriptions. The estimated median medication cost was $933 (interquartile range: $457-$1422) US dollars. Positive bacterial growth was significantly associated with more visits (ß: 6.16, 95% CI: 1.75-10.6, P = 0.007), more days of treatment (ß: 86.8, 95% CI: 10.8-163, P = 0.026), more prescribed medications (ß: 2.86, 95% CI: 1.04-4.67, P = 0.003), and more doses of medications (ß: 796, 95% CI: 818-1412, P = 0.012) compared with patients who did not undergo corneal scraping. Patients were prescribed 132 more drops of medication for every 10 years of older age (ß: 132, 95% CI: 18.2-246, P = 0.024). Sex and income were not associated with medication burden or treatment length. CONCLUSIONS: Older patients and those with positive cultures incur the most medication burden in treatment of BK. Providers should be aware of medication usage and cost burden as it may affect compliance with treatment.


Subject(s)
Anti-Bacterial Agents/economics , Anti-Bacterial Agents/therapeutic use , Corneal Ulcer/drug therapy , Costs and Cost Analysis , Drug Costs , Drug Utilization/statistics & numerical data , Eye Infections, Bacterial/drug therapy , Administration, Ophthalmic , Bacteria/isolation & purification , Corneal Ulcer/microbiology , Drug Prescriptions/statistics & numerical data , Eye Infections, Bacterial/microbiology , Female , Glucocorticoids/economics , Glucocorticoids/therapeutic use , Humans , Male , Middle Aged , Mydriatics/economics , Mydriatics/therapeutic use , Ophthalmic Solutions , Retrospective Studies
10.
Clin Spine Surg ; 32(6): E272-E276, 2019 07.
Article in English | MEDLINE | ID: mdl-30839419

ABSTRACT

STUDY DESIGN: Retrospective Cohort. OBJECTIVE: The objective of this study was to characterize one surgeon's experience over a 10-year period using rhBMP-2 in the disk space for minimally invasive transforaminal lumbar interbody fusion (MIS TLIF). SUMMARY OF BACKGROUND DATA: MIS TLIF has been utilized as a technique for decreasing patients' immediate postoperative pain, decreasing blood loss, and shortened hospital stays. Effectiveness and complications of rhBMP-2's use in the disk space is limited because of its off-label status. METHODS: Retrospective analysis of consecutive MIS TLIFs performed by senior author between 2004 and 2014. rhBMP-2 was used in the disk space in all cases. Patients were stratified based on the dose of rhBMP-2 utilized. Patients had 9 to 12 month computerized tomography scan to evaluate for bony fusion and continued follow-up for 18 months. RESULTS: A total of 688 patients underwent a MIS TLIF. A medium kit of rhBMP-2 was utilized in 97 patients, and small kit was used in 591 patients. Fusion rate was 97.9% and this was not different between the 2 groups with 96/97 patients fusing in the medium kit group and 577/591 patients fusing in the small kit group. Five patients taken back to the operating room for symptomatic pseudoarthrosis, 4 reoperated for bony hyperostosis, and 10 radiographic pseudoarthroses that did not require reoperation. A statistically significant difference in the rate of foraminal hyperostosis was found when using a medium sized kit of rhBMP-2 was 4.12% (4/97 patients), compared with a small kit (0/591 patients, P=0.0004). CONCLUSIONS: Utilization of rhBMP-2 in an MIS TLIF leads to high fusion rate (97.9%), with an acceptable complication profile. The development of foraminal hyperostosis is a rare complication that only affected 0.6% of patients, and seems to be a dose related complication, as this complication was eliminated when a lower dose of rhBMP-2 was utilized. LEVEL OF EVIDENCE: Level IV.


Subject(s)
Bone Morphogenetic Proteins/pharmacology , Intervertebral Disc/surgery , Lumbar Vertebrae/surgery , Minimally Invasive Surgical Procedures , Spinal Fusion , Adult , Aged , Aged, 80 and over , Female , Humans , Hyperostosis/surgery , Intervertebral Disc/drug effects , Lumbar Vertebrae/drug effects , Male , Middle Aged , Pseudarthrosis/surgery , Reoperation , Young Adult
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