Concepedia

Deep learning-based robust brain tumor detection via fuzzy C-means and LSTM networks

Nabil Hezil, Amir Benzaoui, Feryel Souami, Youssouf Bentrcia, Aissa Amrouche, Khadidja Belattar, Ahmed Bouridane

Network Modeling Analysis in Health Informatics and Bioinformatics · 2025 · 12 citations · 22 references

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References

22

Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation

Konstantinos Kamnitsas, Christian Ledig, Virginia Newcombe et al. · Medical Image Analysis · 2016 · 3.5K citations · Full text

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Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

Sérgio Pereira, Adriano Pinto, Victor Alves et al. · IEEE Transactions on Medical Imaging · 2016 · 2.7K citations

, , +17

A modified fuzzy c-means algorithm for bias field estimation and segmentation of MRI data

M.N. Ahmed, S.M. Yamany, Nebras Ahmed Mohamed et al. · IEEE Transactions on Medical Imaging · 2002 · 1.8K citations

, , +14

Fuzzy Cluster Analysis: Methods for Classification, Data Analysis and Image Recognition

V. J. Rayward‐Smith, Frank Höppner, Frank Klawonn et al. · Journal of the Operational Research Society · 2000 · 931 citations

, , +14

Brain tumor segmentation based on deep learning and an attention mechanism using MRI multi-modalities brain images

Ramin Ranjbarzadeh, Abbas Bagherian Kasgari, Saeid Jafarzadeh Ghoushchi et al. · Scientific Reports · 2021 · 611 citations · Full text

, , +17