ReadingList-for-HDT

Reading list for building Human Digital Twin

1. Medical Image Segmentation

Title	Year
Medical Image Segmentation Using Deep Learning: A Survey (2021)	2021
TransUnet: Transformers Make Strong Encoder for Medical Image Segmentation (2021)	2021
Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation (2021)	2021
nnFormer: Volumetric Medical Image Segmentation via a 3D Transformer (IEEE 2022)	2022
Vision Transformer with Deformable Attention (CVPR 2022)	2022
The Fully Convolutional Transformer for Medical Image Segmentation (WACV 2023)	2023
Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation (MIDL 2023)	2023
Segment Anything (Meta AI 2023)	2023
Segment Anything in Medical Images (2023)	2023
Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation (2023)	2023
How Segment Anything Model (SAM) Boost Medical Image Segmentation: A Survey (2023)	2023
Customized Segment Anything Model for Medical Image Segmentation (2023)	2023
Medical Image Segmentation via Cascaded Attention Decoding (WACV 2023)	2023
Segment Anything SAM2 (Meta AI 2024) https://sam2.metademolab.com/	2024
(To do) MIST: Medical Image Segmentation Transformer with Convolutional Attention Mixing (CAM) Decoder (WACV 2023)	2023
(To do) G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation (WACV 2024)	2024
(To do) EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation (CVPR 2024)	2024
(To do) AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation (2024)	2024
(To do) ParaTransCNN: Parallelized TransCNN Encoder for Medical Image Segmentation (2024)	2024
(To do) Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical Imaging (2024)	2024
(To do) SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation (2024)	2024

2. Super Resolution

Title	Year
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network (CVPR 2017)	2017
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks (ECCVW 2018)	2018
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernel (CVPR 2019)	2019
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV 2021)	2021
SwinIR: Image Restoration Using Swin Transformer (ICCV 2021)	2021
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data (2021)	2021
Activating More Pixels in Image Super-Resolution Transformer (CVPR 2023)	2023