Results 161 to 170 of about 128,746 (262)

Exploring a Novel Conv‐Transformer Network for Multi‐Modality Heart Segmentation

iRADIOLOGY, EarlyView.
We propose SFAM‐TransUnet for multimodality whole heart segmentation, a novel deep learning framework combining CNNs and transformers. Extensive experiments conducted on the clinical Multi‐Modality Whole Heart Segmentation datasets demonstrate that SFAM‐TransUnet outperforms various alternative methods.
Youyou Ding, Hao Dang, Jiayi Luo, Xiaoyu Zhuo, Ningyu Huang, Junsheng Xiao, Zongwang Lv   +6 more
wiley   +1 more source

Auxiliary Discrminator Sequence Generative Adversarial Networks for Few Sample Molecule Generation. [PDF]

J Chem Inf Model
Tang H, Long J, Ji B, Wang J.
europepmc   +1 more source

Weakly Supervised Generative Adversarial Networks for 3D Reconstruction. [PDF]

, 2017
JunYoung Gwak, Christopher Choy, Animesh Garg, Manmohan Chandraker, Silvio Savarese   +4 more
openalex  

Generative adversarial network

, 2019
Matt Adams, Arlene Campos, Dimitrios Toumpanakis   +2 more
openaire   +1 more source

Virtual Magnetic Resonance Elastography Using a Deep Generative Model for Liver Fibrosis Staging

iRADIOLOGY, EarlyView.
The proposed Registration‐based Generative Adversarial Network‐Convolutional Block Attention Module (RegGAN‐CBAM) model efficiently and reliably generates virtual MR elastography using diffusion weighted imaging. Strong correlation between virtual and native MR elastography for liver stiffness and viscosity are observed.
Longyu Sun, Yikun Wang, Yan Li, Xumei Hu, Wenyue Mao, Mengting Sun, Zian Wang, Fuhua Yan, Ruokun Li, Chengyan Wang   +9 more
wiley   +1 more source

Classifier-driven generative adversarial networks for enhanced antimicrobial peptide design. [PDF]

Brief Bioinform
Zervou MA, Doutsi E, Pantazis Y, Tsakalides P.   +3 more
europepmc   +1 more source

Deep Learning Integration in Optical Microscopy: Advancements and Applications

Microscopy Research and Technique, EarlyView.
It explores the integration of DL into optical microscopy, focusing on key applications including image classification, segmentation, and computational reconstruction. ABSTRACT Optical microscopy is a cornerstone imaging technique in biomedical research, enabling visualization of subcellular structures beyond the resolution limit of the human eye ...
Pottumarthy Venkata Lahari, Sagnika Dutta, H. Deeksha, Samreen A. Patel, Budheswar Dehury, Nirmal Mazumder   +5 more
wiley   +1 more source

Dual decoding generative adversarial networks for infrared image enhancement. [PDF]

Sci Rep
Yu Y, Jiang L, Hu Q, Cai Q, Zeng Q, Sun X.   +5 more
europepmc   +1 more source

Generative Adversarial Networks for Semantic Image Synthesis and Unconditional Synthesis with Limited Data

Vadim Sushko
openalex   +1 more source

An Efficient Method for Facial Sketches Synthesization Using Generative Adversarial Networks

Dr Prakash Bethapudi
openalex   +1 more source