Results 201 to 210 of about 82,326 (277)

Target-aware cross-modality unsupervised domain adaptation for vestibular schwannoma and cochlea segmentation. [PDF]

Sci Rep
Kang B, Nam H, Kang M, Heo KS, Lim M, Oh JH, Kam TE.   +6 more
europepmc   +1 more source

Multitarget Recognition of Flower Images Based on Lightweight Deep Neural Network and Transfer Learning

Advanced Intelligent Systems, EarlyView.
This article proposes a lightweight YOLOv4‐based detection model using MobileNetV3 or CSPDarknet53_tiny, achieving 30+ FPS and higher mAP. It also presents a ShuffleNet‐based classification model with transfer learning and GAN‐augmented images, improving generalization and accuracy.
Qingyang Liu, Yanrong Hu, Hongjiu Liu
wiley   +1 more source

Automated cardiovascular MR myocardial scar quantification with unsupervised domain adaptation. [PDF]

Eur Radiol Exp
Crawley R, Amirrajab S, Lustermans D, Holtackers RJ, Plein S, Veta M, Breeuwer M, Chiribiri A, Scannell CM.   +8 more
europepmc   +1 more source

From Droplet to Diagnosis: Spatio‐Temporal Pattern Recognition in Drying Biofluids

Advanced Intelligent Systems, EarlyView.
This article integrates machine learning (ML) with the spatio‐temporal evolution of biofluid droplets to reveal how drying and self‐assembly encode distinctive compositional fingerprints. By leveraging textural features and interpretable ML, it achieves robust classification of blood abnormalities with over 95% accuracy.
Anusuya Pal, Amalesh Gope, Miho Yanagisawa   +2 more
wiley   +1 more source

gnSPADE: Incorporating Gene Network Structures Enhances Reference‐Free Deconvolution in Spatial Transcriptomics

Advanced Intelligent Systems, EarlyView.
gnSPADE integrates gene‐network structures into a probabilistic topic modeling framework to achieve reference‐free cell‐type deconvolution in spatial transcriptomics. By embedding gene connectivity within the generative process, gnSPADE enhances biological interpretability and accuracy across simulated and real datasets, revealing spatial organization ...
Aoqi Xie, Yuehua Cui
wiley   +1 more source

Unsupervised domain adaptation for remote sensing semantic segmentation with the 2D discrete wavelet transform. [PDF]

Sci Rep
Zeng J, Gu Y, Qin C, Jia X, Deng S, Xu J, Tian H.   +6 more
europepmc   +1 more source

A Generalizable Transformer Framework for Gene Regulatory Network Inference from Single‐Cell Transcriptomes

Advanced Intelligent Systems, EarlyView.
FTGRN introduces an LLM‐enhanced framework for gene regulatory network inference through a two‐stage workflow. It combines a Transformer‐based model, pretrained on GPT‐4 derived gene embeddings and regulatory knowledge, with a fine‐tuning stage utilizing single‐cell RNA‐seq data.
Guangzheng Weng, Hyobin Kim, Patrick Martin, Junil Kim, Tae‐Hyung Kim, Gi‐Hoon Nam, Dongha Kim, Kyoung Jae Won   +7 more
wiley   +1 more source

TransConv: Transformer Meets Contextual Convolution for Unsupervised Domain Adaptation. [PDF]

Entropy (Basel)
Liu J, Zhang X, Luo Z.
europepmc   +1 more source

Contact Force Estimation of Continuum Robots without Embedded Sensors: A Review

Advanced Intelligent Systems, EarlyView.
This review surveys methods for estimating contact forces in continuum robots without embedded sensors. It explains why contact force matters, classifies force patterns, and groups existing methods into three approaches based on actuation, deformation, and environment information.
An Hu, Yu Sun
wiley   +1 more source

Unsupervised Domain Adaptation for Inter-Session Re-Calibration of Ultrasound-Based HMIs. [PDF]

Sensors (Basel)
Lykourinas A, Rottenberg X, Catthoor F, Skodras A.   +3 more
europepmc   +1 more source