Cataract Clinical Trial
Official title:
Intelligent Evaluation and Supervision of Cataract Surgery
Research purpose: intelligent identification and evaluation of cataract surgery steps Research methods: A total of 9 items (such as gender, age, visual acuity, etc.) were extracted from the surgical videos of senile cataract patients and the clinical data recorded by the electronic medical record system. The machine learning algorithm 3D-CNN was applied to identify the 11 steps in cataract surgery and the pictures (blank pictures) without instrument manipulation on the eyeball during the operation. Six key cataract surgery steps were scored using deep learning algorithms (probability smoothing window and softmax). We employ precision, precision, recall, and F1-score to evaluate the model's performance for recognizing surgical steps. To evaluate the reliability of the model's scoring of surgical steps, we used a human-machine comparison method to calculate the agreement (kappa value) between machine and expert scores.
n/a
| Status | Clinical Trial | Phase | |
|---|---|---|---|
| Completed |
NCT04685538 -
Chloroprocaine 3% Gel Eye Drop as Topical Anestheticsin Phacoemulsification.
|
Phase 3 | |
| Recruiting |
NCT06060041 -
IC-8 Apthera IOL New Enrollment Post Approval Study
|
||
| Recruiting |
NCT05518539 -
Evaluation of Quality of Vision and Visual Outcomes With Bilateral Implantation of the Clareon PanOptix Intraocular Lens
|
||
| Recruiting |
NCT05271942 -
Tilt and Tumble vs Divide and Conquer - a Unique Comparison of the Two Cataract Surgery Methods
|
N/A | |
| Active, not recruiting |
NCT04778501 -
PMCF Study on Monofocal Toric IOL (PODEYE TORIC) in Asia
|
N/A | |
| Completed |
NCT05062564 -
Efficacy of LipiFlow in Patients Affected by Meibomian Gland Dysfunction in Reducing Post-cataract Surgery Dry Eye
|
N/A | |
| Completed |
NCT03751033 -
Influence of DisCoVisc Ophthalmic Viscosurgical Device (OVD) on Intraoperative Aberrometry Readings
|
N/A | |
| Completed |
NCT02529488 -
Investigation of AcrySof® IQ PanOptix™ Presbyopia-Correcting Intraocular Lens (IOL) Model TFNT00
|
N/A | |
| Completed |
NCT04539548 -
A Study Assessing the Safety and Efficacy of Dextenza® for the Treatment of Ocular Pain and Inflammation Following Surgery for Pediatric Cataract
|
Phase 3 | |
| Completed |
NCT03740659 -
Evaluation Of Aqueous Humor Of Levofloxacin-Dexamethasone Eye Drops And Of Its Components In Patients Undergoing Cataract Surgery
|
Phase 2 | |
| Completed |
NCT03494257 -
Effect of Fixed Brinzolamide-brimonidine Combination on Intraocular Pressure After Phacoemulsification
|
N/A | |
| Completed |
NCT05119127 -
Rotational Stability of Acrysof IQ Vivity Extended Vision Toric IOL and Refractive Visual Outcome.
|
N/A | |
| Active, not recruiting |
NCT04271709 -
Manhattan Vision Screening and Follow-Up Study (NYC-SIGHT)
|
N/A | |
| Recruiting |
NCT03713268 -
Intraoperative OCT Guidance of Intraocular Surgery II
|
||
| Completed |
NCT03739528 -
Levo-Dexa vs. Tobra+Dexa for Prevention and Treatment of Inflammation and Prevention of Infection in Cataract Surgery
|
Phase 3 | |
| Completed |
NCT02888210 -
A Study Assessing Safety and Efficacy of MD-15 Intraocular Lens in Patients With Aphakic Eye After Cataract Surgery
|
Phase 3 | |
| Completed |
NCT03356847 -
Evaluation of the Rotational Stability of the Monofocal SISA Implant Following Cataract Surgery
|
N/A | |
| Completed |
NCT04332640 -
Clinical Evaluation of the Next Generation Phaco System
|
N/A | |
| Recruiting |
NCT03638726 -
Subconjunctival Atropine and Intracameral Epinephrine for Pupil Dilation in Phacoemulsification
|
Phase 4 | |
| Completed |
NCT03050697 -
Evaluation of the Safety and Performance of the HARMONI® Toric Lens
|
N/A |