ArticleIEEE open journal of engineering in medicine and biology2022
Diabetic Foot Ulcer Ischemia and Infection Classification Using EfficientNet Deep Learning Models.
Article in IEEE open journal of engineering in medicine and biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
13 citing papers in PubMed, 2 syntheses or guidelines pooled it, 46 citations in OpenAlex.
- Artificial Intelligence Methods for Diagnostic and Decision-Making Assistance in Chronic Wounds: A Systematic Review.Journal of medical systems · 2025Pooled it
- Towards Home-Based Diabetic Foot Ulcer Monitoring: A Systematic Review.Sensors (Basel, Switzerland) · 2023Pooled it
- An AI-driven framework for diabetic foot ulcer classification, segmentation, and depth estimation.Scientific reports · 2026Article
- Diabetic foot ulcer classification using an enhanced coordinate attention integrated ConvNext model.Physical and engineering sciences in medicine · 2026Article
- Proposed dense variational autoencoder model integrated with contrastive learning for foot ulcer classification.Scientific reports · 2026Article
- Clinical applications of machine learning for infection assessment in diabetic foot ulcers.Frontiers in physiology · 2026Review
- Automated DFU detection through GA-selected CNN ensemble with Grad-CAM interpretability.Scientific reports · 2025Article
- Nanofiber-Based Biomimetic Platforms for Chronic Wound Healing: Recent Innovations and Future Directions.Tissue engineering and regenerative medicine · 2025Review
- Article
- Advancing Diabetic Foot Ulcer Care: AI and Generative AI Approaches for Classification, Prediction, Segmentation, and Detection.Healthcare (Basel, Switzerland) · 2025Review
- Guided Conditional Diffusion Classifier (ConDiff) for Enhanced Prediction of Infection in Diabetic Foot Ulcers.IEEE open journal of engineering in medicine and biology · 2025Article
- DFU_DIALNet: Towards reliable and trustworthy diabetic foot ulcer detection with synergistic confluence of Grad-CAM and LIME.PloS one · 2025Article
- Smart diabetic foot ulcer scoring system.Scientific reports · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 1 institution in 1 country.
Funding
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.