Search Results for author: Mansoor Fateh

Found 5 papers, 5 papers with code

FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image Segmentation

2 code implementations21 Oct 2024 Sadjad Rezvani, Mansoor Fateh, Yeganeh Jalali, Amirreza Fateh

Automatic lung image segmentation assists doctors in identifying diseases such as lung cancer, COVID-19, and respiratory disorders.

Image Reconstruction Image Segmentation +3

Efficient and Accurate Pneumonia Detection Using a Novel Multi-Scale Transformer Approach

1 code implementation8 Aug 2024 Alireza Saber, Pouria Parhami, Alimohammad Siahkarzadeh, Mansoor Fateh, Amirreza Fateh

Our method introduces a lightweight transformer-enhanced TransUNet for precise lung segmentation, achieving a Dice score of 95. 68% on the "Chest X-ray Masks and Labels" dataset with fewer parameters than traditional transformers.

Classification Computational Efficiency +2

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