Method for implementing pattern recognition and segmentation techniques on retinal scan images to accelerate diagnoses and tracks eye disease progression, involves constructing deep learning model on convolutional neural networks, and classifying retinal diseases
	BORAH A; SHANGPLIANG W P; KUMARI A; THAKURIA P P; BARTHAKUR S K; DEKA N; SARKAR R
	2025-03-28
专利权人	BORAH A (BORA-Individual) ; SHANGPLIANG W P (SHAN-Individual) ; KUMARI A (KUMA-Individual) ; THAKURIA P P (THAK-Individual) ; BARTHAKUR S K (BART-Individual) ; DEKA N (DEKA-Individual) ; SARKAR R (SARK-Individual)
申请日期	2025-03-28
专利号	IN202531030055-A
成果简介	NOVELTY - The method involves constructing a deep learning model on convolutional neural networks (CNNs). Retinal diseases are classified. Image segmentation is performed to allow precise extraction of critical features in retinal scans e.g. blood vessels, lesions, and optic disk. Retinal scan analysis process is automated. Changes in retinal conditions are monitored. Early-stage disease progression is detected to enhance likelihood of successful treatment outcomes by facilitating earlier detection of conditions. USE - Method for implementing pattern recognition and segmentation techniques on retinal scan images to accelerate diagnoses and tracks eye disease progression. Uses include but are not limited to diabetic retinopathy, glaucoma, macular degeneration, and retinal pathologies. ADVANTAGE - The method enables minimizing human error, and supporting remote diagnostic capabilities for improved access to healthcare services. DESCRIPTION OF DRAWING(S) - The drawing shows a flow diagram illustrating a method for implementing pattern recognition and segmentation techniques on retinal scan images to accelerate diagnoses and tracks eye disease progression.
IPC 分类号	A61B-003/12 ; G06N-003/045 ; G06T-007/00 ; G06T-007/11 ; G16H-050/20
国家	印度
专业领域	信息技术
语种	英语
成果类型	专利
文献类型	科技成果
条目标识符	http://119.78.100.226:8889/handle/3KE4DYBR/13456
专题	中国科学院新疆生态与地理研究所
作者单位	1.BORAH A (BORA-Individual) 2.SHANGPLIANG W P (SHAN-Individual) 3.KUMARI A (KUMA-Individual) 4.THAKURIA P P (THAK-Individual) 5.BARTHAKUR S K (BART-Individual) 6.DEKA N (DEKA-Individual) 7.SARKAR R (SARK-Individual)
推荐引用方式 GB/T 7714	BORAH A,SHANGPLIANG W P,KUMARI A,et al. Method for implementing pattern recognition and segmentation techniques on retinal scan images to accelerate diagnoses and tracks eye disease progression, involves constructing deep learning model on convolutional neural networks, and classifying retinal diseases. IN202531030055-A[P]. 2025.

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