Imagen de Portada

HemaGraph: Breaking Barriers in Hematologic Single Cell Classification with Graph Attention

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Bini, Lorenzo, Mojarrad, Fatemeh Nassajian, Matthes, Thomas, Marchand-Maillet, Stéphane
Formato:	Preprint
Publicado:	2024
Materias:	Quantitative Methods Machine Learning Cell Behavior
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Why Attention Graphs Are All We Need: Pioneering Hierarchical Classification of Hematologic Cell Populations with LeukoGraph
por: Mojarrad, Fatemeh Nassajian, et al.
Publicado: (2024)

Injecting Hierarchical Biological Priors into Graph Neural Networks for Flow Cytometry Prediction
por: Mojarrad, Fatemeh Nassajian, et al.
Publicado: (2024)

FlowCyt: A Comparative Study of Deep Learning Approaches for Multi-Class Classification in Flow Cytometry Benchmarking
por: Bini, Lorenzo, et al.
Publicado: (2024)

LapDDPM: A Conditional Graph Diffusion Model for scRNA-seq Generation with Spectral Adversarial Perturbations
por: Bini, Lorenzo, et al.
Publicado: (2025)

Beyond the Nucleus: Cytoplasmic Dominance in Follicular Thyroid Carcinoma Detection Using Single-Cell Raman Imaging Across Multiple Devices
por: Pelissier, Aurelien, et al.
Publicado: (2019)

Human-Guided Feature Selection for Accurate Cardiomyocyte Dysfunction Classification
por: Mehdi, Rana Raza, et al.
Publicado: (2025)

Cell size distributions in lineages
por: Öcal, Kaan, et al.
Publicado: (2024)

Integrating Mechanistic Modeling and Machine Learning to Study CD4+/CD8+ CAR-T Cell Dynamics with Tumor Antigen Regulation
por: Varakunan, Saranya, et al.
Publicado: (2025)

SSRCA: a novel machine learning pipeline to perform sensitivity analysis for agent-based models
por: Rohr, Edward H., et al.
Publicado: (2025)

RxRx3-core: Benchmarking drug-target interactions in High-Content Microscopy
por: Kraus, Oren, et al.
Publicado: (2025)

Scientific Hypothesis Generation by a Large Language Model: Laboratory Validation in Breast Cancer Treatment
por: Abdel-Rehim, Abbi, et al.
Publicado: (2024)

Quantification of Information Flow by Dual Reporter System and Its Application to Bacterial Chemotaxis
por: Nakamura, Kento, et al.
Publicado: (2025)

Immunological recognition by artificial neural networks
por: Xu, Jin, et al.
Publicado: (2018)

Sensitivity analysis-guided model reduction of a mathematical model of pembrolizumab therapy for de novo metastatic MSI-H/dMMR colorectal cancer
por: Hawi, Georgio, et al.
Publicado: (2025)

Modal Analysis of Cellular Dynamics in the Morphospace in Epithelial-Mesenchymal Transition
por: Das, Akash Chandra, et al.
Publicado: (2024)

Invitro Pharmacological Evaluations Of Ethanolic Extract Of Jatropha Maheshwari
por: V, Sankar, et al.
Publicado: (2024)

MultistageOT: Multistage optimal transport infers trajectories from a snapshot of single-cell data
por: Tronstad, Magnus, et al.
Publicado: (2025)

Quantitative effects of the stress response to DNA damage in the cell size control of Escherichia coli
por: Canales, Ignacio Madrid, et al.
Publicado: (2024)

Determining cell population size from cell fraction in cell plasticity models
por: Wang, Yuman, et al.
Publicado: (2024)

Probing leukemia cells behavior under starvation
por: Scalise, Simone, et al.
Publicado: (2024)

Multilevel classification framework for breast cancer cell selection and its integration with advanced disease models
por: Jones, Catarina Franco, et al.
Publicado: (2025)

Stochastic multi-step cell size homeostasis model for cycling human cells
por: Rezaee, Sayeh, et al.
Publicado: (2025)

An agent-based modelling framework to study growth mechanisms in EGFR-L858R mutant alveolar type II cells
por: Coggan, Helena, et al.
Publicado: (2023)

mRNA active transport in oocyte-early embryo: 3D agent-based modeling
por: Sabirov, Marat A., et al.
Publicado: (2023)

Frequency-dependent Chemolocation and Chemotactic Target Selection
por: Nowak, Sarah A., et al.
Publicado: (2008)

Probing the Effects of the Well-mixed Assumption on Viral Infection Dynamics
por: Beauchemin, Catherine
Publicado: (2005)

Bayesian Calibration and Model Assessment of Cell Migration Dynamics with Surrogate Model Integration
por: Schenk, Christina, et al.
Publicado: (2025)

Understanding Cell Fate Decisions with Temporal Attention
por: Bürger, Florian, et al.
Publicado: (2026)

Cell-cell Communication Inference and Analysis: Biological Mechanisms, Computational Approaches, and Future Opportunities
por: Cheng, Xiangzheng, et al.
Publicado: (2025)

A data-informed mathematical model of microglial cell dynamics during ischemic stroke in the middle cerebral artery
por: Amato, Sara, et al.
Publicado: (2024)

From Syntax to Semantics: Geometric Stability as the Missing Axis of Perturbation Biology
por: Raju, Prashant C.
Publicado: (2026)

Enhanced Mesenchymal Stem Cell Response with Preserved Biocompatibility via (MnZn)Ferrite--Polyacrylonitrile Composite Nanofiber Membranes
por: Sarac, Baran, et al.
Publicado: (2025)

TransientTrack: Advanced Multi-Object Tracking and Classification of Cancer Cells with Transient Fluorescent Signals
por: Bürger, Florian, et al.
Publicado: (2025)

A Mathematical Reconstruction of Endothelial Cell Networks
por: Bell, Okezue, et al.
Publicado: (2024)

Data-driven modeling and prediction of microglial cell dynamics in the ischemic penumbra
por: Amato, Sara, et al.
Publicado: (2024)

Traction force microscopy with optimized regularization and automated Bayesian parameter selection for comparing cells
por: Huang, Yunfei, et al.
Publicado: (2018)

Geometric coherence of single-cell CRISPR perturbations reveals regulatory architecture and predicts cellular stress
por: Raju, Prashant C.
Publicado: (2026)

Stochastic Mutation as a Mechanism for the Emergence of SARS-CoV-2 New Variants
por: Luo, Liaofu, et al.
Publicado: (2025)

Decoding Dmrt1: Insights into vertebrate sex determination and gonadal sex differentiation
por: Augstenová, Barbora, et al.
Publicado: (2024)

Learning the principles of T cell antigen discernment
por: Bourassa, François X. P., et al.
Publicado: (2025)