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Segmentation of household behavioural types associated with food waste generation in the Republic of Ireland
Article
Article
Courage Y. Krah et al · Elsevier · 2026 · ISSN 2666-7843
Despite the growing number of interventions aimed at reducing household food waste (HFW), many remain overly generalised and fail to adequately account for the heterogeneous routines, motivations, and disposal contexts t...
LCC TENDOkVudmlyb25tZW50YWwgZWZmZWN0cyBvZiBpbmR1c3RyaWVzIGFuZCBwbGFudHM~; LCC:Economic growth, development, planningIdioma English
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Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm
Article
Article
Y. Zhang; Michael Brady; Stephen M. Smith · IEEE Transactions on Medical Imaging · 2001
The finite mixture (FM) model is the most commonly used model for statistical segmentation of brain magnetic resonance (MR) images because of its simple mathematical form and the piecewise constant nature of ideal brain ...
Idioma English
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Segmentation of Medical Images using Fuzzy Mathematical Morphology
Article
Article
Bouchet, A. et al · SEDICI UNLP · 2007
Currently, Mathematical Morphology (MM) has become a powerful tool in Digital Image Processing (DIP). It allows processing images to enhance fuzzy areas, segment objects, detect edges and analyze structures. The techniqu...
Idioma English
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Open Access
A clinically informed automated evaluation pipeline for medical image segmentation based on Medical Similarity Index
Article
Article
Szuzina Fazekas et al · Elsevier · 2026 · ISSN 2405-6316
Accurate tissue delineation is essential in radiotherapy; however, conventional segmentation metrics mainly quantify geometric overlap and lack clinical interpretability. We proposed an automated Python-based evaluation ...
LCC TENDOk1lZGljYWwgcGh5c2ljcy4gTWVkaWNhbCByYWRpb2xvZ3kuIE51Y2xlYXIgbWVkaWNpbmU~; TENDOk5lb3BsYXNtcy4gVHVtb3JzLiBPbmNvbG9neSIdioma English
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A dual-consistency semi-supervised learning method for histopathology image segmentation
Article
Article
Mingjian Xie et al · BMC · 2026 · ISSN 1471-2342
Abstract Segmenting tumor regions from the whole-slide images (WSIs) is crucial for quantitative characterizing of the tumor microenvironment and supporting clinical diagnosis. Compared with classification tasks, segment...
LCC TENDOk1lZGljYWwgdGVjaG5vbG9neQ~~Idioma English
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A few-shot semantic segmentation method based on feature enhancement of target category
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Article
Kai Wang et al · SpringerOpen · 2026 · ISSN 2197-4225
Abstract Deep learning-based image semantic segmentation techniques have made great strides in recent years. However, they still need large amounts of finely annotated image data, and generalizing the model from known cl...
LCC TENDOlRlY2hub2xvZ3k~; TENDOk1lY2hhbmljYWwgZW5naW5lZXJpbmcgYW5kIG1hY2hpbmVyeQ~~; TENDOkNvbnRyb2wgZW5naW5lZXJpbmcgc3lzdGVtIdioma English
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A novel hybrid model of simplified and external attention coupled with enhanced CNN for medical image segmentation
Article
Article
Yi Shang et al · Nature Portfolio · 2026 · ISSN 2045-2322
Abstract Although UNet has proven its success in various tasks involving medical image segmentation, its capacity to capture global context is restricted by the finite receptive field inherent to convolutional operations...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma English
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A paired multi-scale attention network for liver tumor segmentation in 99mTc-MAA SPECT/CT imaging
Article
Article
Wanrat Limprapaipong et al · Nature Portfolio · 2025 · ISSN 2045-2322
Abstract Automatic liver tumor segmentation using Single-Photon Emission Computed Tomography/Computed Tomography (SPECT/CT) provides detailed insights that facilitate accurate tumor targeting and effective treatment plan...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma English
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AI-driven saliency-guided retinal vessel segmentation framework for sustainable digital pathology
Article
Article
Rajib Guha Thakurta et al · Frontiers Media S.A · 2026 · ISSN 2296-858X
IntroductionAccurate segmentation of retinal blood vessels is essential for the early diagnosis of ophthalmic and systemic diseases such as diabetes, hypertension, and cardiovascular disorders. However, challenges such a...
LCC TENDOk1lZGljaW5lIChHZW5lcmFsKQ~~Idioma English
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Advanced hybrid transformer CNN framework for improved skin lesion classification and segmentation
Article
Article
Nazish Yousaf et al · Nature Portfolio · 2026 · ISSN 2045-2322
Abstract As reported by the World Health Organization (WHO), Skin Cancer (SC) is a growing medical concern with millions of cases diagnosed each year. Deep Learning methods show promising results in early detection and c...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma English
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Automated Segmentation of Augmented Bone After Transalveolar Sinus Floor Elevation Using Deep Learning
Article
Article
Kexin Yang et al · Elsevier · 2026 · ISSN 0020-6539
This study aimed to evaluate the performance of deep learning models for segmenting the augmented bone following transalveolar sinus floor elevation (TSFE). Cone-beam computed tomography (CBCT) data from 103 patients und...
LCC TENDOkRlbnRpc3RyeQ~~Idioma English
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Automated deep learning segmentation and planning for left-sided breast radiotherapy with minimised adaptations based on dose, TCP and NTCP criteria
Article
Article
Niels van Acht et al · Elsevier · 2026 · ISSN 2405-6316
Background and Purpose: Deep learning segmentation (DLS) and planning (DLP) models in radiotherapy treatment planning increase consistency and reduce planning time. However, many DL segmentations and plans are manually a...
LCC TENDOk1lZGljYWwgcGh5c2ljcy4gTWVkaWNhbCByYWRpb2xvZ3kuIE51Y2xlYXIgbWVkaWNpbmU~; TENDOk5lb3BsYXNtcy4gVHVtb3JzLiBPbmNvbG9neSIdioma English
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Automated detection and segmentation of Weiss ring in fundus photography images using deep learning
Article
Article
Heesuk Kim et al · Nature Portfolio · 2026 · ISSN 2045-2322
Abstract We developed and evaluated a deep learning system integrating segmentation and classification for automated detection of Weiss rings on fundus photographs (FPs). A U-Net segmenter and two EfficientNet-B0 classif...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma English
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Automatic segmentation of the urethra and prostate zones with deep learning on T2-weighted magnetic resonance imaging
Article
Article
William Holmlund et al · Elsevier · 2026 · ISSN 2405-6316
Background and purpose: Accurate segmentation of the urethra is crucial for safe focal dose escalated radiotherapy, while prostate zone identification is important for prostate cancer diagnosis. Manual delineations on ma...
LCC TENDOk1lZGljYWwgcGh5c2ljcy4gTWVkaWNhbCByYWRpb2xvZ3kuIE51Y2xlYXIgbWVkaWNpbmU~; TENDOk5lb3BsYXNtcy4gVHVtb3JzLiBPbmNvbG9neSIdioma English
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Boundary sensitive-net-based lumbar vertebra segmentation and spondylolisthesis measurement
Article
Article
Dongsheng Ji et al · Nature Portfolio · 2026 · ISSN 2045-2322
Abstract Lumbar spine disorders represent a significant public health concern, with accurate diagnosis relying on vertebral segmentation and quantification. Traditional methods, such as Cobb angle measurement are constra...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma English
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Clinical Applications of Deep Learning for Glottal Area Segmentation and Glottal Area Waveform Feature Computation
Article
Article
Ying-Chang Wu et al · IEEE · 2026 · ISSN 2644-1276
Goal: Analysis of the glottal area during vocal fold vibration has gained increasing attention. However, traditional analysis requires manual, frame-by-frame glottal area annotation to compute the glottal area waveform, ...
LCC TENDOkNvbXB1dGVyIGFwcGxpY2F0aW9ucyB0byBtZWRpY2luZS4gTWVkaWNhbCBpbmZvcm1hdGljcw~~; TENDOk1lZGljYWwgdGVjaG5vbG9neQ~~Idioma English
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Comparing YOLO and U-net deep learning algorithms in chronic wound image segmentation
Article
Article
Indrani Marchal et al · BMC · 2026 · ISSN 1471-2342
Abstract Chronic wound analysis is crucial for effective wound care, necessitating precise and efficient segmentation techniques. This study explores the use of YOLOv8 and YOLO11, renowned deep learning algorithms for ob...
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Efficient crop–weed semantic segmentation via knowledge distillation from DeepLabV3+ to Fast-SCNN
Article
Article
Indra Agustian et al · KeAi Communications Co., Ltd · 2026 · ISSN 2949-7361
Precision agriculture plays a crucial role in sustainable food production and resource-efficient land management. A key component of precision agriculture is the semantic segmentation of crops and weeds that enables auto...
LCC TENDOkVudmlyb25tZW50YWwgZW5naW5lZXJpbmc~; TENDOkVudmlyb25tZW50YWwgc2NpZW5jZXM~Idioma English
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FDS-Net: Frequency-Domain-Driven Multi-Scale Supervised Contrastive Learning Network for Skin Cancer Segmentation
Article
Article
Zhigao Zeng et al · IEEE · 2026 · ISSN 2169-3536
The low visual contrast between dermatological lesions and normal skin, coupled with the masking effect of surface artefacts, presents two major obstacles to precise automated skin lesion segmentation. In order to addres...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma English
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Open Access
Instance Prompt Meets Dynamic Adapter: Continual Test-Time Adaptation for Urban Scene Image Segmentation
Article
Article
Kuiliang Gao et al · IEEE · 2026 · ISSN 1939-1404
Recently, to enhance the ability of deployed models to adapt to continually changing environments, the continual test-time adaptation (CTTA) for urban scene image (USI) segmentation has been preliminarily studied. CTTA a...
LCC LCC:Ocean engineering; LCC:Geophysics. Cosmic physicsIdioma English
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Intuitionistic fuzzy set and fuzzy mathematical morphology applied to color leukocytes segmentation
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Article
Bouchet, Agustina et al · Springer · 2019 · ISSN 1863-1703
This work presents a new algorithm based on Atanassov’s intuitionistic fuzzy sets and fuzzy mathematical morphology to leukocytes segmentation in color images. The main idea is based on modeling a color image as an Ata...
Idioma English
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Open Access
Lung Tumor Segmentation in Medical Imaging Using U-NET
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Article
J Jayapradha et al · MMU Press · 2025 · ISSN 2821-370X
Tumors are a deadly condition often triggered by a range of abnormal modifications and genetic abnormalities. Early tumor diagnosis is essential due to the highly concerned nature of the disease. Early detection and trea...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma English
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Open Access
MSCF-Net: unified multi-scale feature disentanglement for co-registered nucleus segmentation and virtual staining
Article
Article
Chunxue Shao et al · Frontiers Media S.A · 2026 · ISSN 2296-634X
BackgroundIntegrated single-cell morpho-molecular analysis is vital for precision pathology, yet accurate nuclear instance segmentation from standard histopathology images remains challenging due to staining variability ...
LCC LCC:Biology (General)Idioma English
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Open Access
Mapeamento do uso e cobertura da terra a partir da segmentação e classificação de imagens-fração solo, sombra e vegetação derivadas do modelo linear de mistura aplicado a dados do sensor TM/Landsat5, na região do reservatório de Tucuruí - PA Mapping land use cover using segmentation and classification of fraction images, soil, shade and vegetation, derived from a linear mixing model applied to Landsat-5 TM data, Tucuruí reservoir region - Pará
Article
Article
Cíntia Honório Vasconcelos et al · Instituto Nacional de Pesquisas da Amazônia · 2004 · ISSN 0044-5967
Técnicas de sensoriamento remoto são fundamentais para o monitoramento das mudanças de uso da terra, principalmente em áreas extensas como a Amazônia. O mapeamento de uso da terra, geralmente é realizado por métod...
LCC LCC:Science (General)Idioma English
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Open Access
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