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508 results about "Ocular disease" patented technology

Bioresorbable ocular drug delivery device

Disclosed herein are implantable intraocular drug delivery devices structured to provide targeted and / or controlled release of a drug to a desired intraocular target tissue, and methods of implanting and methods of using such devices for the treatment of ocular diseases and disorders. In certain embodiments, some, most, or essentially all of the device is made of biodegradable materials.
Owner:GLAUKOS CORP

Multimodal data collection and diagnosis of rare ocular diseases

The present disclosure relates to diagnosis of ocular diseases by leveraging an attention-based multimodal graphical neural network (AM-GNN) based on multimodal data that includes one or more image-text pairs. Each image of the image-text pair may depict a retinal scan of a subject that may correspond to one or more imaging modalities. A multimodal dataset may be collected from different imaging modalities by data crawling to automatically collect relevant data for the targeted diseases from identified sources. In some aspects, a concept bank, comprising concepts or terminologies associated with the targeted diseases, may be provided to the AM-GNN to generate a multimodal graph. The AM-GNN may be configured to find an association between a set of nodes including image-text pairs, a set of diseases, and the concepts using an attention mechanism. Based on the multimodal graph, an output may be generated, including a predicted disease and related concept(s).
Owner:OPTAIN HEALTH INC

Ophthalmic atrophy arc image segmentation method based on full supervision

The invention discloses an optic disk atrophy arc image segmentation method based on full supervision, and particularly relates to the technical field of medical equipment, and the method comprises the following steps: S1, multi-scale feature extraction, S2, local-global feature enhancement, S3, adaptive feature fusion, S4, gradient flow optimization, S5, mixing of a loss function, and S6, data enhancement and generalization optimization. According to the method, the long-range dependence of the optic disk and the atrophic arc is globally modeled through the PVTv2 encoder, the detail segmentation precision of the optic disk atrophic arc at the blood vessel crossing and fuzzy boundary is remarkably improved in combination with the multi-scale attention and dilated convolution of the feature enhancement module, cross-level feature fusion is realized with linear complexity based on the Mama decoder, and the accuracy of feature fusion is improved. Efficiency and structure coherence are considered; the weight is balanced by the mixed loss function, and early lesion missing detection is reduced; a data enhancement and residual module enhances the generalization ability of the model, and a high-precision and efficient quantitative analysis tool is integrally provided for early screening of blind eye diseases such as pathological myopia and glaucoma.
Owner:CENT SOUTH UNIV

TSHR antagonist compound, pharmaceutical composition, and preparation method therefor and use thereof

PCT designated stageWO2025256551A1Organic active ingredientsSenses disorderGraves' ophthalmopathyAntagonism
Provided in the present invention are a TSHR antagonist compound, a pharmaceutical composition, and a preparation method therefor and the use thereof. The compound has good TSHR antagonism, and is used in the treatment of thyroid-associated conditions and / or diseases, such as hyperthyroidism, Graves' disease, Graves' ophthalmopathy, and thyroid eye disease, and in the preparation of a drug for treating such conditions or diseases.
Owner:CHANGCHUN GENESCIENCE PHARM CO LTD

ITGB1-siRNA lipid nanoparticle and application of ITGB1-siRNA lipid nanoparticle in anti-angiogenesis treatment

The invention belongs to the technical field of biological medicine and molecular biology, and particularly relates to ITGB1-siRNA lipid nanoparticles and application of the ITGB1-siRNA lipid nanoparticles in anti-angiogenesis treatment. Specifically, the ITGB1-siRNA lipid nanoparticles are successfully prepared, the lipid nanoparticles are loaded with integrin beta1 small interfering RNA (ITGB1-siRNA), are modified with triptolide (TP) and are coupled with anti-Flt1 peptide, so that the lipid nanoparticles can target vascular endothelial cells (VEC) and pericytes of CNV, and a good treatment effect on the CNV is achieved. Therefore, the lipid nanoparticles researched and developed by the invention are expected to become a new choice for treating the CNV-related eye diseases, and have good practical application value.
Owner:SHANDONG FIRST MEDICAL UNIVERSITY FIRST AFFILIATED HOSPITAL (QIANFO MOUNTAIN HOSPITAL OF SHANDONG PROVINCE)

Cellular reprogramming to reverse aging and promote organ and tissue regeneration

Provided herein are engineered nucleic acids (e.g., expression vectors, including viral vectors, such as lentiviral vectors, adenoviral vectors, AV vectors, herpes viral vectors, and retroviral vectors) that encode OCT4; KLF4; SOX2; or any combination thereof that are useful, for example, in inducing cellular reprogramming, tissue repair, tissue regeneration, organ regeneration, reversing aging, or any combination thereof. Also provided herein are recombinant viruses (e.g., lentiviruses, alphaviruses, vaccinia viruses, adenoviruses, herpes viruses, retroviruses, or AAVs) comprising the engineered nucleic acids (e.g., engineered nucleic acids), engineered cells, compositions comprising the engineered nucleic acids, the recombinant viruses, engineered cells, engineered proteins, chemical agents that are capable of activating expression of OCT4; KLF4; SOX2; or any combination thereof, an engineered protein selected from the group consisting of OCT4; KLF4; SOX2; or any combination thereof, an antibody capable of activating expression of OCT4; KLF4; SOX2; or any combination thereof, and methods of treating a (e.g., ocular disease), preventing a disease (e.g., ocular disease), regulating (e.g., inducing or inducing and then stopping) cellular reprogramming, regulating tissue repair, regulating tissue regeneration, or any combination thereof).
Owner:PRESIDENT & FELLOWS OF HARVARD COLLEGE

Homocysteine as Graves eye disease biomarker and application thereof

The invention discloses homocysteine as a Graves eye disease biomarker and application thereof, the biomarker is homocysteine (Hcy), application of a reagent for detecting the biomarker in preparation of a product for diagnosing Graves eye diseases, and the reagent is used for detecting the level of Hcy in sample serum. By detecting the level of homocysteine (Hcy) in serum, an objective and quantitative biomarker is provided for diagnosis of Graves eye diseases (GO), the diagnosis accuracy is remarkably improved, and the defects that existing clinical activity scores are high in subjectivity and insensitive to latent patients are overcome; the Hcy level is in positive correlation with GO activity, and can be used for monitoring disease progression and treatment effect, optimizing disease management, reducing serious complications and improving life quality of patients.
Owner:BEIJING TONGREN HOSPITAL AFFILIATED TO CAPITAL MEDICAL UNIV

Ocular disease marker identification using multi-spectral imaging

PendingUS20250295308A1Image enhancementImage analysisBiomarker identificationRetinal Disorder
A method and system for the use of multi-spectral retinal images to achieve an effective, efficient, and AI enabled automated retinal disease biomarker detection using biomarker identification, segmentation, and quantification. A plurality of digital multi-spectral images of a retina of a patient at a plurality of illumination wavelengths can be done using a multi-spectral ophthalmoscope. The images can then be registered, processed, and assessed to automatically quantifying one or more biomarker based on the location and size of the biomarker in the plurality of processed multi-spectral images.
Owner:AI-SPECTRAL TECHNOLOGY CORP

Cellular reprogramming to reverse aging and promote organ and tissue regeneration

Provided herein are engineered nucleic acids (e.g., expression vectors, including viral vectors, such as lentiviral vectors, adenoviral vectors, AAV vectors, herpes viral vectors, and retroviral vectors) that encode OCT4; KLF4; SOX2; or any combination thereof that are useful, for example, in inducing cellular reprogramming, tissue repair, tissue regeneration, organ regeneration, reversing aging, or any combination thereof. Also provided herein are recombinant viruses (e.g., lentiviruses, alphaviruses, vaccinia viruses, adenoviruses, herpes viruses, retroviruses, or AAVs) comprising the engineered nucleic acids (e.g., engineered nucleic acids), engineered cells, compositions comprising the engineered nucleic acids, the recombinant viruses, engineered cells, engineered proteins, chemical agents that are capable of activating expression of OCT4; KLF4; SOX2; or any combination thereof, an engineered protein selected from the group consisting of OCT4; KLF4; SOX2; or any combination thereof, an antibody capable of activating expression of OCT4; KLF4; SOX2; or any combination thereof, and methods of treating a (e.g., ocular disease), preventing a disease (e.g., ocular disease), regulating (e.g., inducing or inducing and then stopping) cellular reprogramming, regulating tissue repair, regulating tissue regeneration, or any combination thereof).
Owner:PRESIDENT & FELLOWS OF HARVARD COLLEGE

Visual conversion system, method and equipment for auxiliary diagnosis of eye diseases and storage medium

The invention discloses a visual conversion system, method and equipment for eye disease auxiliary diagnosis and a storage medium, and solves the problems of single function, high data dependence, large computing resource demand and weak interpretability in the field of eye disease auxiliary diagnosis in the prior art. The system comprises an input processing module, a visual transformer trunk, a hybrid expert layer, a decoder head and an output generation module. According to the visual conversion system for eye disease auxiliary diagnosis, various ophthalmology imaging modes can be processed, multiple tasks can be executed, and the input processing module, the visual transformer trunk, the mixed expert layer, the decoder head and the output generation module in the system cooperate to reduce calculation requirements and maintain accuracy at the same time; the expert is dynamically selected according to the complexity of the input image, it is ensured that different inputs can obtain optimal feature processing, accuracy and efficiency are both considered, a decoder structure can be customized according to the features of different tasks, and the output precision of each task is ensured.
Owner:南通诺瞳奕目医疗科技有限公司 +1

Pharmaceutical composition comprising 3,4-dihydroquinolin-2(1H)-one compound

To provide a pharmaceutical composition comprising a novel compound which has a thyroid-stimulating hormone receptor antagonist activity and is useful for the treatment of thyroid-related diseases.SOLUTION: There is provided a pharmaceutical composition comprising a 3,4-dihydroquinolin-2(1H)-one compound represented by a formula (I) or a pharmacologically acceptable salt thereof. A pharmaceutical composition comprising the compound or the pharmacologically acceptable salt thereof has an antagonist activity against thyroid-stimulating hormone receptors and is useful as a therapeutic agent or the like for thyroid-related diseases (for example, hyperthyroidism, Graves' disease, thyroid eye disease and thyroid cancer).SELECTED DRAWING: None
Owner:KISSEI PHARMACEUTICAL CO LTD

Topical ophthalmological compositions

ActiveUS12485177B2BiocideSenses disorderTG - TriglycerideParaffinum Perliquidum
A topical ophthalmological composition includes a muscarinic receptor antagonist as an active pharmaceutical ingredient; and medium chain triglycerides (MCTs) or light liquid paraffin oil as liquid vehicle. The topical ophthalmological composition treats an ocular disease.
Owner:ADS THERAPEUTICS LLC

Compositions and methods of treating ocular diseases

The present disclosure provides recombinant adeno-associated virus (AAV) virions with altered capsid protein, where the recombinant AAV (rAAV) virions exhibit greater ability to cross barriers between intravitreal fluid and retinal cells, and thus greater infectivity of a retinal cell compared to wild-type AAV, and where the rAAV virions comprise a heterologous nucleic acid. The present disclosure provides methods of delivering a gene product to a retinal cell in an individual.
Owner:RGT UNIV OF CALIFORNIA

(R)-3-(3-chloro-5-fluoro-2-((4-(1h-pyrazol-1-yl)-2-methylquinolin-8-yloxy)methyl)phenyl)morpholine derivatives and related compounds as bradykinin (BK) B2 receptor antagonist for treating skin diseases

The invention relates to a compound according to general formula (I), which acts as a bradykinin (BK) B2 receptor antagonist; to a pharmaceutical composition containing one or more of the compound(s) of the invention; to a combination preparation containing at least one compound of the invention and at least one further active pharmaceutical ingredient; and to said compound(s) for use as in a method of treating a skin disorder; eye disease; ear disease; mouth, throat and respiratory disease; gastrointestinal disease; liver, gallbladder and pancreatic disease; urinary tract and kidney disease; disease of male genitale organs and female genitale organs; disease of the hormone system; metabolic disease; cardiovascular disease; blood disease; lymphatic disease; disorder of the central nervous system; brain disorder; musculoskeletal system disease; allergy disorder; pain; infectious disease; inflammatory disorder; injury; immunology disorder; cancer; hereditary disease; or edema.
Owner:PHARVARIS GMBH

Nano drug delivery system for treating neovascular eye diseases and preparation method thereof

The invention belongs to the technical field of nano-drugs, and discloses a multifunctional nano-drug delivery system for treating neovascular eye diseases and a preparation method of the multifunctional nano-drug delivery system. The nano drug delivery system disclosed by the invention is a composite nano preparation which takes dendritic mesoporous silica nanoparticles as a carrier and co-loads cerium zirconium oxide nano enzyme and an anti-VEGF (vascular endothelial growth factor) drug, various active oxygen can be efficiently removed, oxygen is continuously released through catalytic decomposition of hydrogen peroxide, a retina hypoxia microenvironment is improved, and the retina hypoxia effect is improved. According to the present invention, the anti-VEGF drug delivery system can reduce the oxidative stress induced retinal pigment epithelial cell apoptosis rate, reduce the inflammatory reaction, and simultaneously achieve the slow release and the controlled release of the anti-VEGF drug, and the drug effect maintenance time can achieve more than 60 days, such that the multi-target synergistic treatment can be achieved through the synergistic regulation of the multiple pathological links such as oxygen deficit-oxidative stress-inflammation-angiogenesis, and the anti-VEGF drug delivery effect can be achieved. The choroidal neovascularization can be effectively inhibited by single intravitreal injection, and a new strategy of multi-target collaborative treatment is provided for neovascular macular degeneration and other eye diseases.
Owner:SHANGHAI UNIV

Ophthalmology AI intelligent ward control system and method based on voice interaction

The invention discloses an ophthalmology AI intelligent ward control system and method based on voice interaction. The system comprises an anti-noise voice acquisition unit, a multi-modal identity verification unit, a specialized semantic analysis unit, a medical rule engine unit, a safety protection unit, a multi-modal feedback unit and a dynamic optimization unit. Medical equipment noise is filtered out through a microphone array and an adaptive beam forming technology, and an instruction is analyzed in combination with a dialect recognition engine; executing triple identity verification, and performing forced superposition authentication on the cognitive impairment patient; calling an ophthalmology knowledge base to identify the risk keyword and generate a structured instruction; dynamically regulating and controlling the environment according to the eye disease type, and intercepting violation settlement according to a medical insurance rule; precise equipment voice control is forbidden, and when an emergency keyword is triggered, an OCT image is pushed preferentially and is directly connected with a physician; a big-character highlight interface and tactile pulse feedback are provided for the visually impaired patient, and data are synchronized to the HIS system in real time; and the dynamic optimization unit continuously updates the knowledge base and the medical insurance model. According to the invention, the instruction identification precision, the medical safety and the service suitability of the ophthalmology ward are obviously improved.
Owner:NANCHANG AIER EYE HOSPITAL CO LTD

Gene therapy for treating an ocular disease

Provided herein are gene therapy methods for the treatment of diseases or disorders associated with the eye of a subject involving the use of recombinant adeno-associated viruses (rAAVs) comprising a variant AAV capsid to deliver a transgene to the eye of the subject. Also provided herein are rAAVs and compositions comprising the rAAVs that can be used in the gene therapy methods of the disclosure, and methods of making such rAAVs.
Owner:REGENXBIO INC

Methods and apparatus for detecting ocular diseases

A system for diagnosing ocular diseases of a subject includes a mobile device (e.g., a smart phone, a tablet) to facilitate acquisition of imagery of the subject's eyes and a backend server to evaluate the imagery using a machine learning model to determine if the subject's eyes are health or unhealthy. The mobile device may execute an application to facilitate the acquisition of imagery for evaluation. In one aspect, the application may gradually ramp up the intensity of a flash when capturing imagery of the subject to reduce or, in some instances, mitigate delays caused by the camera adjusting its white balance. In another aspect, an external flash device may be coupled to the mobile device to provide a light source that is more powerful and more responsive than conventional flash devices.
Owner:EYECARE SPA

SH1 homologous cluster fully human TSH receptor blocking monoclonal antibody group as well as preparation method and application of SH1 homologous cluster fully human TSH receptor blocking monoclonal antibody group

The invention discloses a group of blocking monoclonal antibodies of an SH1 homologous cluster fully human thyrotropin receptor (TSHR) (a TSH receptor, TSHR) as well as a preparation method and application of the blocking monoclonal antibodies of the SH1 homologous cluster fully human thyrotropin receptor (TSHR). The method comprises the following steps: sorting plasma cells and memory single B cells for specifically recognizing TSHR in peripheral blood of a patient with high TSH receptor blocking antibody (TBAb) titer by using flow cytometry, cloning antibody light and heavy chains in vitro and performing recombinant expression, and performing antibody property screening verification by using hTSHR-CHO cells. The blocking monoclonal antibody specifically targeting the human TSHR is obtained. The fully human TSH receptor blocking monoclonal antibody disclosed by the invention can be specifically combined with TSHR, and can effectively block signal transduction after the TSH is combined with the receptor; the synthesis and secretion of thyroid hormone are inhibited; expression and fibrosis of effector cell orbital fibroblasts TSHR for inhibiting thyroid-related eye diseases are remarkably relieved, and wide application prospects are achieved in treatment of Graves' diseases and diseases such as thyroid eye diseases caused by hyperthyroidism.
Owner:SHANGHAI NINTH PEOPLES HOSPITAL SHANGHAI JIAO TONG UNIV SCHOOL OF MEDICINE

Compositions and methods for delivery of ocular therapeutics

Compositions for treating ocular disease are disclosed herein. In some embodiments, the composition comprises a dynamic hydrogel comprising a polymer and a plurality of nanoparticles, wherein the polymer is non-covalently crosslinked with the plurality of nanoparticles. The dynamic hydrogel can also comprise an ocular therapeutic encapsulated by the dynamic hydrogel.
Owner:THE BOARD OF TRUSTEES OF THE LELAND STANFORD JUNIOR UNIV

Ocular disease marker identification using multi-spectral imaging

PCT designated stageWO2025194268A1Image enhancementImage analysisBiomarker identificationRetinal Disorder
A method and system for the use of multi-spectral retinal images to achieve an effective, efficient, and AI enabled automated retinal disease biomarker detection using biomarker identification, segmentation, and quantification. A plurality of digital multi-spectral images of a retina of a patient at a plurality of illumination wavelengths can be done using a multi-spectral ophthalmoscope. The images can then be registered, processed, and assessed to automatically quantifying one or more biomarker based on the location and size of the biomarker in the plurality of processed multi-spectral images.
Owner:AI-SPECTRAL TECHNOLOGY CORP

Dendrimer-like hyperbranched macromolecule based on poly (ethylene glycol), and preparation method and application thereof

In certain embodiments, the present invention relates to dendrimer-like hyperbranched macromolecules for use in several uses, such as medical or biopharmaceutical applications, or non-medical or industrial applications, such as antibody purification, cosmetic applications, catalytic applications, applications in electronics, agriculture, food, filtration, and other applications. In an embodiment, the present invention relates to a hyperbranched macromolecule for drug delivery comprising a polyethylene glycol (PEG) unit and at least one active agent conjugated to the hyperbranched macromolecule. In addition, methods for synthesizing, purifying and characterizing such hyperbranched macromolecules and methods of treating medical conditions, such as treating ocular diseases, are provided.
Owner:OCULAR THERAPEUTIX INC

Thyroid-related eye disease auxiliary verification method based on SPECT / CT and federated learning

PendingCN120689316AImage enhancementImage analysisExtraocular musclesAccurate segmentation
The invention discloses a thyroid-related eye disease auxiliary verification method based on SPECT / CT and federal learning. The thyroid-related eye disease auxiliary verification method comprises the steps that A, image data standardization and orbit area extraction are carried out; b, extracting a preliminary segmentation mask of each rectus in the CT image; c, fusing the structure prior mask, and obtaining an extraocular muscle fine segmentation mask through multi-mode collaborative segmentation; d, utilizing extraocular muscle fine segmentation masks, SPECT and CT images, fusing segmentation prior and multi-modal features to perform deep discrimination, performing automatic prediction of thyroid-related eye disease activity staging, and outputting a prediction probability; and E, based on a dynamic model combination strategy of style similarity and uncertainty quantization, obtaining a dynamic combination model of segmentation and classification adapted to new domain feature distribution, and predicting TAO activity. According to the method, accurate segmentation of extraocular muscle structures and accurate prediction of TAO activity in an invisible data center can be realized, auxiliary verification data support is provided for diagnosis of thyroid-related eye diseases, and the diagnosis accuracy is improved.
Owner:ZHENGZHOU UNIVERSITY OF LIGHT INDUSTRY

Collagen peptide-based medicament compositions and devices and methods of production and use thereof

The present invention is in the fields of medicinal chemistry, biotechnology and pharmaceuticals. The invention provides compositions comprising one or more collagen mimetic peptides, optionally attached to one or more therapeutic compounds or one or more imaging compounds, for use in methods of treating, preventing, ameliorating, curing and diagnosing certain diseases and physical disorders in humans and veterinary animals, as well as methods of manufacturing such composition. The invention also provides medical devices comprising one or more such compositions of the invention. The invention also provides methods of use of such compositions and devices in treating and diagnosing certain diseases and physical disorders in humans and veterinary animals, including ocular diseases or disorders, skin diseases or disorders, certain cancers, particularly intraluminal cancers, gastrointestinal diseases or disorders, genitourinary tract diseases or disorders, fibrotic diseases / disorders and rheumatic diseases / disorders.
Owner:SUSTAIN HLDG LLC

Image-based eye lesion grading analysis method and device, medium, program product and terminal

PendingCN120912972ABiological modelsMedical reportsIntraocular tumorOPHTHALMOLOGICALS
The invention provides an image-based eye lesion grading analysis method and device, a medium, a program product and a terminal, and the method comprises the steps: obtaining one or more eye lesion images, inputting the one or more eye lesion images to a pre-trained first model, and generating a corresponding eye feature vector; for a single image, calculating the similarity between the feature vector and each eye disease category, and outputting a prediction category with the highest similarity; and for a plurality of images, respectively calculating the similarity between the feature vectors and each category, and realizing adaptive weighted integration by using the second model to obtain a final prediction category. Sub-model subdivision and risk level layering are carried out according to prediction categories, and a structured risk layering report is output. The problem that in the prior art, the diagnostic value of multi-image information in complex cases is difficult to effectively evaluate is solved, the accuracy of ultrasound in serious vitreous lesion and intraocular tumor recognition is remarkably improved through a self-adaptive weighted integration mechanism, high-risk patient screening and clinical decision making are supported, and the application scene of ultrasound in ophthalmic diagnosis is expanded.
Owner:SHANGHAI TECH UNIV +1

CHK36 homologous cluster fully human TSH receptor blocking monoclonal antibody group as well as preparation method and application thereof

The invention discloses a group of blocking monoclonal antibodies of a CHK36 homologous cluster fully human TSH receptor (TSHR) as well as a preparation method and application of the blocking monoclonal antibodies. The method comprises the following steps: sorting plasma cells and memory single B cells for specifically recognizing TSHR in peripheral blood of a patient with high TSH-blocking antibody (TBAb) titer by using flow cytometry, cloning antibody light and heavy chains in vitro and performing recombinant expression, and performing antibody property screening verification by using hTSHR-CHO cells, so as to obtain the TSHR-TBAb-TSHR-TBAb. The blocking monoclonal antibody specifically targeting the human TSHR is obtained. The fully human TSH receptor blocking monoclonal antibody disclosed by the invention can be specifically combined with TSHR, and can effectively block signal transduction after the TSH is combined with the receptor; the synthesis and secretion of thyroid hormone are inhibited; according to the present invention, with the application of the compound, the expression and the fibrosis of the effector cell orbit fibroblast TSHR inhibiting the thyroid-related eye disease can be significantly reduced, and the wide application prospect is provided in the treatment of Graves' disease (Graves' disease, GD) and diseases caused by hyperthyroidism, such as thyroid eye disease (thyroid eye disease, TED), and the like.
Owner:SHANGHAI NINTH PEOPLES HOSPITAL SHANGHAI JIAO TONG UNIV SCHOOL OF MEDICINE

Method and device for treating eye disease

Described herein are devices used to treat high intraocular pressure and glaucoma. An example device includes a plate comprising a first surface opposite a second surface. The first surface includes a series of fluid channels. The device also includes a first coating on the first surface and a second coating on the second surface. The device is configured to lower intraocular pressure by draining aqueous humor from an anterior chamber to subconjunctival space of a patient's eye.
Owner:AVISI TECH INC

Fundus image diagnosis method and system based on fusion attention mechanism

The invention discloses a fundus image diagnosis method based on a fusion attention mechanism, and the method comprises the following steps: obtaining a to-be-processed fundus image, and carrying out the normalization processing of the fundus image; performing optic disc segmentation on the fundus image through an encoder-decoder network Attention U-Net embedded with an attention mechanism, and generating a segmentation mask; inputting the segmented mask and the original fundus image into a dynamic weighted feature fusion module to generate a fused image; performing feature extraction on the fused image through a ResNet classification network, and outputting an eye disease classification result; wherein the segmentation and classification tasks are subjected to end-to-end training through joint optimization of a loss function.
Owner:EYE & ENT HOSPITAL SHANGHAI MEDICAL SCHOOL FUDAN UNIV

Methods for treating ocular disease

Methods for treating ocular diseases such as dry age-related macular degeneration include administering non-invasive photobiomodulation light therapy in the context of a prior PBM treatment, on the basis of a subject response to prior PBM treatment, on the basis of a patient pre-treatment characteristic, and combinations thereof. In some embodiments, methods comprise administering PBM therapy to subjects who have received PBM about four to six months prior to the present administering. In some embodiments, methods comprise administering PBM therapy to subjects in early stages of dry age-related macular degeneration.
Owner:ALCON INC