國立虎尾科技大學 |

Ophthalmic medical image analysis = 11th International Workshop, OMIA 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024 : proceedings /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Ophthalmic medical image analysis/ edited by Antony Bhavna ... [et al.].
Reminder of title:	11th International Workshop, OMIA 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024 : proceedings /
remainder title:	OMIA 2024
other author:	Bhavna, Antony.
corporate name:	Workshop on the Preservation of Stability under Discretization
Published:	Cham :Springer Nature Switzerland : : 2025.,
Description:	x, 168 p. :ill. (some col.), digital ; : 24 cm.;
Contained By:	Springer Nature eBook
Subject:	Pathology - Congresses. - Data processing -
Online resource:	https://doi.org/10.1007/978-3-031-73119-8
ISBN:	9783031731198

Ophthalmic medical image analysis = 11th International Workshop, OMIA 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024 : proceedings /
Ophthalmic medical image analysis11th International Workshop, OMIA 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024 : proceedings /[electronic resource] :OMIA 2024edited by Antony Bhavna ... [et al.]. - Cham :Springer Nature Switzerland :2025. - x, 168 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,151881611-3349 ;. - Lecture notes in computer science ;6140..

Selective Functional Connectivity between Ocular Dominance Columns in the Primary Visual Cortex -- ETSCL: An Evidence Theory-Based Supervised Contrastive Learning Framework for Multi-modal Glaucoma Grading -- VNR-AV: Structural Post-processing for Retinal Arteries and Veins Segmentation -- Wavelet Deep Learning Network for Objective Retinal Functional Estimation from Multimodal Retinal Imaging -- Inter-Frame Sclera Vessel Rotation Tracking for Toric Intraocular Lens Implantation Navigation -- Data Heterogeneity-aware Personalized Federated Learning for Diagnosis -- MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation -- Coral-CVDs: A consistent ordinal regression model for cardiovascular diseases grading -- Affordable Deep Learning for Diagnosing Inherited and Common Retinal Diseases via Color Fundus Photography -- Comparative Analysis of Data Augmentation for Retinal OCT Biomarker Segmentation -- Advanced Diabetic Retinopathy Classification: Integrating Pathological Indicators Segmentation and Morphological Feature Analysis -- Masked Image Modelling for Retinal OCT Understanding -- A Dual-Stream Network for Langerhans' Cells Segmentation in CCM Images -- Formula-Driven Data Augmentation and Partial Retinal Layer Copying for Retinal Layer Segmentation -- Enhancing Community Vision Screening: AI-Driven Retinal Photography for Early Disease Detection and Patient Trust -- Enhancing Large Foundation Models to Identify Fundus Diseases Based on Contrastive Enhanced Low-Rank Adaptation Prompt.

This book constitutes the refereed proceedings of the 11th International Workshop on Ophthalmic Medical Image Analysis, OMIA 2024, held in conjunction with the 27th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2024, in Marrakesh, Morocco, in October 2024. The 16 papers presented in this book were carefully reviewed and selected from 31 submissions. The papers cover various topics such as computer-aided detection and diagnosis of disease; image analysis of novel ophthalmic imaging modalities; multimodal ophthalmic image analysis; ophthalmic image atlases; ophthalmic image analysis in animals; registration of ophthalmic images, including multimodal, segmentation of structures (e.g., vasculature, lesions, landmarks), combined analysis of images of the eye and other organs; validation; and/or crowd sourcing.

ISBN: 9783031731198

Standard No.: 10.1007/978-3-031-73119-8doiSubjects--Topical Terms:

1209227
Pathology
--Data processing--Congresses.

LC Class. No.: RB38 / .O64 2024

Dewey Class. No.: 616.07

Ophthalmic medical image analysis = 11th International Workshop, OMIA 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024 : proceedings /
LDR:03625nam a2200361 a 4500 001 1159932
003 DE-He213
005 20241010130246.0
006 m d
007 cr nn 008maaau
008 251029s2025 sz s 0 eng d
020 $a 9783031731198 $q (electronic bk.)
020 $a 9783031731181 $q (paper)
024 7 $a 10.1007/978-3-031-73119-8 $2 doi
035 $a 978-3-031-73119-8
040 $a GP $c GP
041 0 $a eng
050 4 $a RB38 $b .O64 2024
072 7 $a UYQV $2 bicssc
072 7 $a COM016000 $2 bisacsh
072 7 $a UYQV $2 thema
082 0 4 $a 616.07 $2 23
090 $a RB38 $b .O64 2024
111 2 $a Workshop on the Preservation of Stability under Discretization $d (2001 : $c Fort Collins, Colo.) $3 527686
245 1 0 $a Ophthalmic medical image analysis $h [electronic resource] : $b 11th International Workshop, OMIA 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024 : proceedings / $c edited by Antony Bhavna ... [et al.].
246 3 $a OMIA 2024
246 3 $a MICCAI 2024
260 $a Cham : $c 2025. $b Springer Nature Switzerland : $b Imprint: Springer,
300 $a x, 168 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 1611-3349 ; $v 15188
505 0 $a Selective Functional Connectivity between Ocular Dominance Columns in the Primary Visual Cortex -- ETSCL: An Evidence Theory-Based Supervised Contrastive Learning Framework for Multi-modal Glaucoma Grading -- VNR-AV: Structural Post-processing for Retinal Arteries and Veins Segmentation -- Wavelet Deep Learning Network for Objective Retinal Functional Estimation from Multimodal Retinal Imaging -- Inter-Frame Sclera Vessel Rotation Tracking for Toric Intraocular Lens Implantation Navigation -- Data Heterogeneity-aware Personalized Federated Learning for Diagnosis -- MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation -- Coral-CVDs: A consistent ordinal regression model for cardiovascular diseases grading -- Affordable Deep Learning for Diagnosing Inherited and Common Retinal Diseases via Color Fundus Photography -- Comparative Analysis of Data Augmentation for Retinal OCT Biomarker Segmentation -- Advanced Diabetic Retinopathy Classification: Integrating Pathological Indicators Segmentation and Morphological Feature Analysis -- Masked Image Modelling for Retinal OCT Understanding -- A Dual-Stream Network for Langerhans' Cells Segmentation in CCM Images -- Formula-Driven Data Augmentation and Partial Retinal Layer Copying for Retinal Layer Segmentation -- Enhancing Community Vision Screening: AI-Driven Retinal Photography for Early Disease Detection and Patient Trust -- Enhancing Large Foundation Models to Identify Fundus Diseases Based on Contrastive Enhanced Low-Rank Adaptation Prompt.
520 $a This book constitutes the refereed proceedings of the 11th International Workshop on Ophthalmic Medical Image Analysis, OMIA 2024, held in conjunction with the 27th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2024, in Marrakesh, Morocco, in October 2024. The 16 papers presented in this book were carefully reviewed and selected from 31 submissions. The papers cover various topics such as computer-aided detection and diagnosis of disease; image analysis of novel ophthalmic imaging modalities; multimodal ophthalmic image analysis; ophthalmic image atlases; ophthalmic image analysis in animals; registration of ophthalmic images, including multimodal, segmentation of structures (e.g., vasculature, lesions, landmarks), combined analysis of images of the eye and other organs; validation; and/or crowd sourcing.
650 0 $a Pathology $x Data processing $v Congresses. $3 1209227
650 0 $a Eye $x Imaging $v Congresses. $3 1209228
650 1 4 $a Computer Vision. $3 1127422
650 2 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Automated Pattern Recognition. $3 1365734
650 2 4 $a Computer Communication Networks. $3 669310
700 1 $a Bhavna, Antony. $3 1487178
710 2 $a SpringerLink (Online service) $3 593884
711 2 $a Workshop on the Preservation of Stability under Discretization $d (2001 : $c Fort Collins, Colo.) $3 527686
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 6140. $3 744199
856 4 0 $u https://doi.org/10.1007/978-3-031-73119-8
950 $a Computer Science (SpringerNature-11645)