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1

Modified U-Net framework for left ventricle and myocardium segmentation and visual interpretation using Grad-CAM
Gangadharaiah, Sunanda Hosapalya ; K S, Kavitha ; B M, Ahamed Shafeeq ; et al.
In Systems and Soft Computing December 2025 7

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2

Deep learning for cerebral vascular occlusion segmentation: A novel ConvNeXtV2 and GRN-integrated U-Net framework for diffusion-weighted imaging
Ince, Suat ; Kunduracioglu, Ismail ; Algarni, Ali ; et al.
In Neuroscience 14 May 2025 574:42-53

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3

DUFGNet: A dual-stream u-net framework with frequency-guided channel attention and graph integration for epileptic seizure prediction
Lou, Jionghao ; Zhang, Jian ; Li, Zhongmei ; et al.
In Neurocomputing November 2025

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4

Technology-enabled carbon emissions regulations for achieving net zero carbon built environment: a comprehensive framework.
Yoon, Jong Han ; Arshid, Syeda Roushan
Carbon Management. Dec2025, Vol. 16 Issue 1, p1-26. 26p.

Carbon emissions Built environment Carbon offsetting Building information mod... Internet of things Government regulation …
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5

Segmentation of Skin Lesion Using Double U-Net Framework for Enhanced Feature Extraction.
Madhuri, Pujari ; Supriya, Kunchala ; Ganesh, Kodipyaka Sai ; et al.
Journal of Nano- & Electronic Physics; 2025, Vol. 17 Issue 5, p05034-1-05034-5, 5p

SKIN cancer IMAGE segmentation DERMOSCOPY SKIN tumors FEATURE extraction
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6

.NET framework essentials [Book Review]
Mateosian, R.
IEEE Micro Micro, IEEE. 23(5):80-80 Jan, 2003

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7

A U-Net Framework with Dice Loss for High-Precision Retinal Vessel Segmentation
Xue, Qian ; Hu, Chuhang ; Nie, Xinyu ; et al.
2025 6th International Conference on Computer Engineering and Application (ICCEA) Computer Engineering and Application (ICCEA), 2025 6th International Conference on. :01-05 Apr, 2025

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8

Attention-Infused U-Net Framework for Robust Brain Tumor Segmentation and Classification
Reddy, Baireddy Sreenivasa ; Sathish, Anchula
2025 Seventh International Conference on Computational Intelligence andCommunication Technologies (CCICT) CCICT Computational Intelligence and Communication Technologies (CCICT), 2025 Seventh International Conference on. :489-493 Apr, 2025

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9

High-Fidelity Radiological Image Segmentation with Deep Learning: The AbED-Net Framework for Clinical Diagnosis
Kujur, Anima ; Raza, Zahid
2025 IEEE 4th World Conference on Applied Intelligence and Computing (AIC) Applied Intelligence and Computing (AIC), 2025 IEEE 4th World Conference on. :606-611 Jul, 2025

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10

Exploring Optical Flow Inclusion into nnU-Net Framework for Surgical Instrument Segmentation
Fernández-Rodríguez, Marcos ; Silva, Bruno ; Queirós, Sandro ; et al.
Proceedings Volume 12928, Medical Imaging 2024: Image-Guided Procedures, Robotic Interventions, and Modeling; 1292827 (2024)

Computer Science - Compu... Computer Science - Artif...
Report
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11

Utilizing Customized 3D U-Net Framework for the Classification and Segmentation of Multi-regional Brain Tumors in Volumetric MRI Images
Titu, Md. Minhaj Taher ; Mary, Mekhala Mariam ; Ahamed, Md. Faysal ; et al.
2024 3rd International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE) Advancement in Electrical and Electronic Engineering (ICAEEE), 2024 3rd International Conference on. :1-6 Apr, 2024

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12

Drought Stress Segmentation on Drone captured Maize using Ensemble U-Net framework
N, Tejasri ; G, Ujwal Sai ; Rajalakshmi, P. ; et al.
2022 IEEE 5th International Conference on Image Processing Applications and Systems (IPAS) Image Processing Applications and Systems (IPAS), 2022 IEEE 5th International Conference on. Five:1-6 Dec, 2022

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13

DentSeg-EDA: A 3D tooth segmentation framework for CBCT images using enhanced dual attention
Jamal, Muhammad Asif ; Chao, Guoqing ; Lee, Bumshik
In Neurocomputing 28 November 2025 655

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14

Multimodality-based framework for enhanced skin lesion recognition over federated learning
Karimi, Abdul Hai ; Khan, Taimoor ; Choi, Chang
In Knowledge-Based Systems 28 February 2026 335

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15

Glaucoma detection and severity classification based on glaucoattent net framework.
Chavan, Sachin ; Choubey, Nitin
International Journal of Machine Learning & Cybernetics; Aug2025, Vol. 16 Issue 7/8, p4849-4878, 30p

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16

A novel object-oriented Petri net framework with logic programming for discrete and continuous event simulations.
Hocaoğlu, Mehmet Fatih
Simulation; Sep2025, Vol. 101 Issue 9, p951-979, 29p

PETRI nets LOGIC programming SCHEDULING SIMULATION methods & mod... DISCRETE event simulatio... MODULAR design
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17

The New Features and Enhancements in .NET 10 (Part 2).
Kanjilal, Joydip
CODE Magazine; Sep/Oct2025, Vol. 26 Issue 5, p49-65, 16p, 63 Color Photographs

SCALABILITY MICROSOFT .NET Framework COMPUTER software CLOUD computing SOFTWARE productivity
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18

GAIN-BRCA: a graph-based AI-net framework for breast cancer subtype classification using multiomics data.
Patel JC ; Shakyawar SK ; Sethi S ; et al.
Publisher: Oxford University Press Country of Publication: England NLM ID: 9918282081306676 Publication Model: eCollection Cited Medium: Internet ISSN: 2635-0041 (Electronic) Linking ISSN: 26350041 NLM ISO Abbreviation: Bioinform Adv Subsets: PubMed not MEDLINE

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19

Pelvic Tumor Segmentation in Magnetic Resonance Images By U-Net
Nobnop, Noppanon ; Kiatisevi, Piya ; Sukjamsri, Chamaiporn ; et al.
2025 10th International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS) Intelligent Informatics and Biomedical Sciences (ICIIBMS), 2025 10th International Conference on. 10:338-342 Dec, 2025

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20

Enhanced Cutaneous Melanoma Segmentation in Dermoscopic Images Using a Dual U-Net Framework with Multi-Path Convolution Block Attention Module and SE-Res-Conv.
Lan, Kun ; Gao, Feiyang ; Jiang, Xiaoliang ; et al.
Computers, Materials & Continua; 2025, Vol. 84 Issue 3, p4805-4824, 20p

IMAGE segmentation MELANOMA ARTIFICIAL intelligence DERMOSCOPY MELANOMA diagnosis CONVOLUTIONAL neural net...
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