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ksdh's Projects

attention-cnn icon attention-cnn

Source code for "On the Relationship between Self-Attention and Convolutional Layers"

attention-gated-networks icon attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

daf3d icon daf3d

Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound

detr icon detr

End-to-End Object Detection with Transformers

eyetracking icon eyetracking

This code was used to collect, process, and validate the REFLACX (Reports and Eye-Tracking Data for Localization of Abnormalities in Chest X-rays) dataset

miccai17-mmwhs-hybrid icon miccai17-mmwhs-hybrid

If the code is helpful for your work, please cite our paper "Hybrid Loss Guided Convolutional Networks for Whole Heart Parsing" in STACOM Workshop of MICCAI 2017.

observational icon observational

Observational Supervision for Medical Image Classification using Gaze Data

prostatemr_3d-cad-cspca icon prostatemr_3d-cad-cspca

Computer-aided detection and diagnosis model, with deep attention mechanisms, for voxel-level localization of clinically significant prostate cancer in bi-parametric MRI scans.

pyramid-attention-networks icon pyramid-attention-networks

[Preprint] Pyramid Attention Networks for Image Restoration: new SOTA results on multiple image restoration tasks: denoising, demosaicing, compression artifact reduction, super-resolution

swin-transformer icon swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

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