Cover Image

Predicting fluorescent labels in label-free microscopy images with pix2pix and adaptive loss in Light My Cells challenge

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Han, Li, Hao, Wang, Jiacheng, Fan, Yubo, Xu, Zhoubing, Oguz, Ipek
Format:	Preprint
Published:	2024
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

HEMIT: H&E to Multiplex-immunohistochemistry Image Translation with Dual-Branch Pix2pix Generator
by: Bian, Chang, et al.
Published: (2024)

Bayesian reconstruction of sparse raster-scanned mid-infrared optoacoustic signals enables fast, label-free chemical microscopy
by: Berger, Constantin, et al.
Published: (2024)

Generative AI: A Pix2pix-GAN-Based Machine Learning Approach for Robust and Efficient Lung Segmentation
by: Akter, Sharmin
Published: (2024)

CycleULM: A unified label-free deep learning framework for ultrasound localisation microscopy
by: Yan, Su, et al.
Published: (2026)

Deep-ultraviolet ptychographic pocket-scope (DART): mesoscale lensless molecular imaging with label-free spectroscopic contrast
by: Wang, Ruihai, et al.
Published: (2025)

CATS v2: Hybrid encoders for robust medical segmentation
by: Li, Hao, et al.
Published: (2023)

Virtual Gram staining of label-free bacteria using darkfield microscopy and deep learning
by: Isil, Cagatay, et al.
Published: (2024)

Optimising image capture for low-light widefield quantitative fluorescence microscopy
by: Peterkovic, Zane, et al.
Published: (2024)

Improving ovarian cancer segmentation accuracy with transformers through AI-guided labeling
by: Rangnekar, Aneesh, et al.
Published: (2024)

High-confidence pseudo-labels for domain adaptation in COVID-19 detection
by: Turnbull, Robert, et al.
Published: (2024)

PRISM Lite: A lightweight model for interactive 3D placenta segmentation in ultrasound
by: Li, Hao, et al.
Published: (2024)

Novel OCT mosaicking pipeline with Feature- and Pixel-based registration
by: Wang, Jiacheng, et al.
Published: (2023)

Virtual birefringence imaging and histological staining of amyloid deposits in label-free tissue using autofluorescence microscopy and deep learning
by: Yang, Xilin, et al.
Published: (2024)

Curvature-adaptive gigapixel microscopy at submicron resolution and centimeter scale
by: Yang, Xi, et al.
Published: (2025)

UP2D: Uncertainty-aware Progressive Pseudo-label Denoising for Source-Free Domain Adaptive Medical Image Segmentation
by: Bui-Tran, Quang-Khai, et al.
Published: (2025)

Retinal IPA: Iterative KeyPoints Alignment for Multimodal Retinal Imaging
by: Wang, Jiacheng, et al.
Published: (2024)

Interpretable deep learning illuminates multiple structures fluorescence imaging: a path toward trustworthy artificial intelligence in microscopy
by: Chen, Mingyang, et al.
Published: (2025)

Which images to label for few-shot medical landmark detection?
by: Quan, Quan, et al.
Published: (2021)

Label-free subcellular 3D imaging of oocytes and embryos via reflection matrix microscopy
by: Giraudat, Elsa, et al.
Published: (2024)

SynStitch: a Self-Supervised Learning Network for Ultrasound Image Stitching Using Synthetic Training Pairs and Indirect Supervision
by: Yao, Xing, et al.
Published: (2024)

Dr. Tongue: Sign-Oriented Multi-label Detection for Remote Tongue Diagnosis
by: Chen, Yiliang, et al.
Published: (2025)

Effective stripe artefact removal by a variational method: application to light-sheet microscopy, FIB-SEM and remote sensing images
by: Rottmayer, Niklas, et al.
Published: (2024)

Three-dimensional neural network driving self-interference digital holography enables high-fidelity, non-scanning volumetric fluorescence microscopy
by: Man, Tianlong, et al.
Published: (2025)

DEMIST: Decoupled Multi-stream latent diffusion for Quantitative Myelin Map Synthesis
by: Wang, Jiacheng, et al.
Published: (2025)

EEG Signal Denoising Using pix2pix GAN: Enhancing Neurological Data Analysis
by: Wang, Haoyi, et al.
Published: (2024)

OmniCount: Multi-label Object Counting with Semantic-Geometric Priors
by: Mondal, Anindya, et al.
Published: (2024)

Coordinate-based neural representations for computational adaptive optics in widefield microscopy
by: Kang, Iksung, et al.
Published: (2023)

Hybrid Kinetics Embedding Framework for Dynamic PET Reconstruction
by: Ye, Yubo, et al.
Published: (2024)

Simultaneous super-resolution and optical sectioning with four-beam interference structured illumination microscopy (4I-SIM)
by: Qian, Jiaming, et al.
Published: (2026)

Combined fluorescence and photoacoustic imaging of tozuleristide in muscle tissue in vitro -- toward optically-guided solid tumor surgery: feasibility studies
by: Shang, Ruibo, et al.
Published: (2025)

Confocal structured illumination microscopy
by: Zhou, Weishuai, et al.
Published: (2024)

Learning to segment anatomy and lesions from disparately labeled sources in brain MRI
by: Himmetoglu, Meva, et al.
Published: (2025)

Leveraging Fixed and Dynamic Pseudo-labels for Semi-supervised Medical Image Segmentation
by: Kumari, Suruchi, et al.
Published: (2024)

Reconfigurable, large-format D-ToF/photon-counting SPAD image sensors with embedded FPGA for scene adaptability
by: Milanese, Tommaso, et al.
Published: (2025)

Progress and new challenges in image-based profiling
by: Serrano, Erik, et al.
Published: (2025)

Ring deconvolution microscopy: exploiting symmetry for efficient spatially varying aberration correction
by: Kohli, Amit, et al.
Published: (2022)

Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentation
by: Jollans, Lee, et al.
Published: (2023)

Ultra-high resolution multimodal MRI densely labelled holistic structural brain atlas
by: Manjón, José V., et al.
Published: (2025)

Learned, uncertainty-driven adaptive acquisition for photon-efficient scanning microscopy
by: Ye, Cassandra Tong, et al.
Published: (2023)

Impact of regularization on achieved resolution in 3D tunable structured illumination microscopy (TSIM)
by: Atibi, Arash, et al.
Published: (2024)