Copertina

Addressing Small and Imbalanced Medical Image Datasets Using Generative Models: A Comparative Study of DDPM and PGGANs with Random and Greedy K Sampling

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Khazrak, Iman, Takhirova, Shakhnoza, Rezaee, Mostafa M., Yadollahi, Mehrdad, Green II, Robert C., Niu, Shuteng
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Computer Vision and Pattern Recognition Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Information-Theoretic Digital Twins for Stealthy Attack Detection in Industrial Control Systems: A Closed-Form KL Divergence Approach
di: Kreso, Inda, et al.
Pubblicazione: (2026)

COGNITIVE AND CULTURAL ASPECTS OF PHRASEOLOGICAL UNITS
di: Takhirova Nargiza Taxirovna
Pubblicazione: (2026)

Brain Age Estimation with a Greedy Dual-Stream Model for Limited Datasets
di: Kianian, Iman, et al.
Pubblicazione: (2024)

VM-DDPM: Vision Mamba Diffusion for Medical Image Synthesis
di: Ju, Zhihan, et al.
Pubblicazione: (2024)

Addressing Imbalance for Class Incremental Learning in Medical Image Classification
di: Hao, Xuze, et al.
Pubblicazione: (2024)

Medical Image Classification on Imbalanced Data Using ProGAN and SMA-Optimized ResNet: Application to COVID-19
di: Jahromi, Sina, et al.
Pubblicazione: (2025)

Graph Attention Networks with Physical Constraints for Anomaly Detection
di: Homaei, Mohammadhossein, et al.
Pubblicazione: (2026)

Cyber-Resilient Digital Twins: Discriminating Attacks for Safe Critical Infrastructure Control
di: Homaei, Mohammadhossein, et al.
Pubblicazione: (2026)

THE NARRATING I AND THE NARRATED I: EVOLUTION OF THE AUTOBIOGRAPHICAL VOICE IN ABDULLA KAHHOR'S "TALES FROM THE PAST" AND ERNEST HEMINGWAY'S "GREEN HILLS OF AFRICA"
di: Turaeva, Shakhnoza
Pubblicazione: (2025)

SEMRes-DDPM: Residual Network Based Diffusion Modelling Applied to Imbalanced Data
di: Zheng, Ming, et al.
Pubblicazione: (2024)

Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation
di: Jiang, Hongxu, et al.
Pubblicazione: (2024)

Optimizing DDPM Sampling with Shortcut Fine-Tuning
di: Fan, Ying, et al.
Pubblicazione: (2023)

Urban Heritage Planning in Tehran and Beyond
di: Yadollahi, Solmaz
Pubblicazione: (2024)

Water quality assessment of Sonbolrood River by using hylsenhof index
di: Yadollahi, Saeed
Pubblicazione: (2010)

Explainable AI for Comparative Analysis of Intrusion Detection Models
di: Corea, Pap M., et al.
Pubblicazione: (2024)

THE THEORETICAL MODEL FOR DEVELOPING PROFESSIONAL THINKING IN FUTURE HISTORY TEACHERS
di: Toshpulatova Shakhnoza Shukhratovna
Pubblicazione: (2026)

Multi-Conditioned Denoising Diffusion Probabilistic Model (mDDPM) for Medical Image Synthesis
di: Krishna, Arjun, et al.
Pubblicazione: (2024)

Generating DDPM-based Samples from Tilted Distributions
di: Mandal, Himadri, et al.
Pubblicazione: (2026)

Deep Minimax Classifiers for Imbalanced Datasets with a Small Number of Minority Samples
di: Choi, Hansung, et al.
Pubblicazione: (2025)

CULTURAL ENVIRONMENT IN INTERNATIONAL BUSINESS MANAGEMENT
di: Takhirova G, et al.
Pubblicazione: (2026)

Minutes to Seconds: Speeded-up DDPM-based Image Inpainting with Coarse-to-Fine Sampling
di: Zhang, Lintao, et al.
Pubblicazione: (2024)

DDPM based X-ray Image Synthesizer
di: Mahaulpatha, Praveen, et al.
Pubblicazione: (2024)

Early GVHD Prediction in Liver Transplantation via Multi-Modal Deep Learning on Imbalanced EHR Data
di: Jiang, Yushan, et al.
Pubblicazione: (2025)

Micro‐Needle Assisted Transmucosal Delivery of Triamcinolone and Hyaluronic Acid for the Treatment of Oral Lichen Planus: A Randomized Clinical Trial
di: Maryam Zahed, et al.
Pubblicazione: (2026)

On a Boundary-Initial Value Problem for Fractional Differential Equation with Sequential Caputo derivatives
di: Yusuf, Fayziev, et al.
Pubblicazione: (2026)

Forward and Inverse Problems for a Langevin-Type Fractional Equation Involving Non-Local Time Condition
di: Yusuf, Fayziev, et al.
Pubblicazione: (2025)

On the Cauchy problem for the Langevin-type fractional equation
di: Fayziev, Yusuf, et al.
Pubblicazione: (2025)

SearchInstruct: Enhancing Domain Adaptation via Retrieval-Based Instruction Dataset Creation
di: Barati, Iman, et al.
Pubblicazione: (2025)

Functional Random Forest with Adaptive Cost-Sensitive Splitting for Imbalanced Functional Data Classification
di: Mostafa, Fahad, et al.
Pubblicazione: (2025)

VS-DDPM: Efficient Low-Cost Diffusion Model for Medical Modality Translation
di: Moradi, Nikoo, et al.
Pubblicazione: (2026)

REFLEX Dataset: A Multimodal Dataset of Human Reactions to Robot Failures and Explanations
di: Khanna, Parag, et al.
Pubblicazione: (2025)

Using Synthetic Images to Augment Small Medical Image Datasets
di: Vu, Minh H., et al.
Pubblicazione: (2025)

GCD-DDPM: A Generative Change Detection Model Based on Difference-Feature Guided DDPM
di: Wen, Yihan, et al.
Pubblicazione: (2023)

Effects of three beta adrenergic receptor agonists on growth performance, blood biochemical parameters, fatty acids composition and carnitine palmitoyltransferase I gene expression of rainbow trout, Oncorhynchus mykiss
di: Jalali, S., et al.
Pubblicazione: (2019)

Quantification of Two Sulfide Compounds in Oleo–Gum‐Resin Supplement of Ferula foetida Using qH NMR and GC–MS Methods
di: Samira Eghbali, et al.
Pubblicazione: (2024)

COMPARATIVE ANALYSIS OF SIMILES IN UZBEK AND ENGLISH LITERARY TEXTS
di: Shodmonova Shakhnoza, et al.
Pubblicazione: (2025)

ROLE OF GAMIFICATION TECHNOLOGIES IN THE LEARNING LANGUAGES
di: Vinoth Kumar Chokkalingam, Shakhnoza Zaripova
Pubblicazione: (2025)

THE IMPORTANCE OF ERROR CORRECTION AND EFFECTIVE FEEDBACK IN LANGUAGE TEACHING
di: Turgunboeva, Shakhnoza, et al.
Pubblicazione: (2025)

Pregnancy in Takayasu Arteritis: A Case Report of Successful Pregnancy in a Large Aortic Aneurysm
di: Mona Yadollahi, et al.
Pubblicazione: (2025)

Improving Diagnostic Performance on Small and Imbalanced Datasets Using Class-Based Input Image Composition
di: Azzeddine, Hlali, et al.
Pubblicazione: (2025)