Cover Image

PyCellMech: A shape-based feature extraction pipeline for use in medical and biological studies

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Arslan, Janan, Chhoa, Henri, Khemir, Ines, Valabregue, Romain, Benke, Kurt K.
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SIAM: Head and Brain MRI Segmentation from Few High-Quality Templates via Synthetic Training
by: Valabregue, Romain, et al.
Published: (2026)

CALF: A Conditionally Adaptive Loss Function to Mitigate Class-Imbalanced Segmentation
by: Alam, Bashir, et al.
Published: (2025)

PyRadiomics-cuda: 3D features extraction from medical images for HPC using GPU acceleration
by: Lisowski, Jakub, et al.
Published: (2025)

Know Their Name: An Anthology of Great Women in the Shadows
by: Arslan, Janan, et al.
Published: (2024)

Decoding the Multimodal Maze: A Systematic Review on the Adoption of Explainability in Multimodal Attention-based Models
by: Kibria, Md Raisul, et al.
Published: (2025)

Histo-Miner: Deep learning based tissue features extraction pipeline from H&E whole slide images of cutaneous squamous cell carcinoma
by: Sancéré, Lucas, et al.
Published: (2025)

MechVerse: Evaluating Physical Motion Consistency in Video Generation Models
by: Jain, Rahul, et al.
Published: (2026)

MechVQA: Benchmarking and Enhancing Multimodal LLMs on Comprehensive Mechanical Drawing Understanding
by: Kou, Qian, et al.
Published: (2026)

Performance comparison of medical image classification systems using TensorFlow Keras, PyTorch, and JAX
by: Bećirović, Merjem, et al.
Published: (2025)

A geometric and deep learning reproducible pipeline for monitoring floating anthropogenic debris in urban rivers using in situ cameras
by: Grimmer, Gauthier, et al.
Published: (2025)

PyTorchGeoNodes: Enabling Differentiable Shape Programs for 3D Shape Reconstruction
by: Stekovic, Sinisa, et al.
Published: (2024)

Computer-aided shape features extraction and regression models for predicting the ascending aortic aneurysm growth rate
by: Geronzi, Leonardo, et al.
Published: (2025)

A study on deep feature extraction to detect and classify Acute Lymphoblastic Leukemia (ALL)
by: Preanto, Sabit Ahamed, et al.
Published: (2024)

Local positional graphs and attentive local features for a data and runtime-efficient hierarchical place recognition pipeline
by: Yuan, Fangming, et al.
Published: (2024)

Learning biologically relevant features in a pathology foundation model using sparse autoencoders
by: Le, Nhat Minh, et al.
Published: (2024)

Histopathology image embedding based on foundation models features aggregation for patient treatment response prediction
by: Guetarni, Bilel, et al.
Published: (2024)

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

Automatic Classification of White Blood Cell Images using Convolutional Neural Network
by: Asghar, Rabia, et al.
Published: (2024)

*: Improving the 3D detector by introducing Voxel2Pillar feature encoding and extracting multi-scale features
by: Li, Xusheng, et al.
Published: (2024)

Etude comparative de la qualite nutritionnelle et sensorielle de la daurade «Sparus aurata»: influences de la saison et du site de production, Actes du seminaire de cloture: «Qualité et innovation pour la promotion des produits aquacoles: la contribution transfrontaliere Tuniso-Sicilienne », Hammamet, Tunisie le 18 - 20 Avril 2016.
by: Khemir, Meriem, et al.
Published: (2016)

cp_measure: API-first feature extraction for image-based profiling workflows
by: Muñoz, Alán F., et al.
Published: (2025)

A multistep segmentation algorithm for vessel extraction in medical imaging
by: Aghazadeh, Nasser, et al.
Published: (2014)

Semi-supervised variational autoencoder for cell feature extraction in multiplexed immunofluorescence images
by: Sandarenu, Piumi, et al.
Published: (2024)

Tiling artifacts and trade-offs of feature normalization in the segmentation of large biological images
by: Buglakova, Elena, et al.
Published: (2025)

A MATLAB tutorial on deep feature extraction combined with chemometrics for analytical applications
by: Mishra, Puneet, et al.
Published: (2025)

Prompt-based test-time real image dehazing: a novel pipeline
by: Chen, Zixuan, et al.
Published: (2023)

JeFaPaTo -- A joint toolbox for blinking analysis and facial features extraction
by: Büchner, Tim, et al.
Published: (2024)

A Context-Aware Middleware for Medical Image Based Reports: An approach based on image feature extraction and association rules
by: Rodrigues, Erick O., et al.
Published: (2026)

An automatic pipeline for atlas-based fetal and neonatal brain segmentation and analysis
by: Urru, Andrea, et al.
Published: (2022)

DualFluidNet: an Attention-based Dual-pipeline Network for FLuid Simulation
by: Chen, Yu, et al.
Published: (2023)

A review of deep learning-based information fusion techniques for multimodal medical image classification
by: Li, Yihao, et al.
Published: (2024)

Combining shape and contour features to improve tool wear monitoring in milling processes
by: García-Ordás, M. T., et al.
Published: (2024)

Texture image retrieval using a classification and contourlet-based features
by: Rouhafzay, Asal, et al.
Published: (2024)

BioFace3D: A fully automatic pipeline for facial biomarkers extraction of 3D face reconstructions segmented from MRI
by: Heredia-Lidón, Álvaro, et al.
Published: (2024)

Volumetric medical image segmentation through dual self-distillation in U-shaped networks
by: Banerjee, Soumyanil, et al.
Published: (2023)

Cellpose+, a morphological analysis tool for feature extraction of stained cell images
by: Huaman, Israel A., et al.
Published: (2024)

Does medical specialization of VLMs enhance discriminative power?: A comprehensive investigation through feature distribution analysis
by: Takeda, Keita, et al.
Published: (2026)

Higher order PCA-like rotation-invariant features for detailed shape descriptors modulo rotation
by: Duda, Jarek
Published: (2026)

Generative human motion mimicking through feature extraction in denoising diffusion settings
by: Okupnik, Alexander, et al.
Published: (2025)

Large receptive field strategy and important feature extraction strategy in 3D object detection
by: Cui, Leichao, et al.
Published: (2024)