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Lorenzo Bini
Publication Activity (10 Years)
Years Active: 2024-2024
Publications (10 Years): 4
Top Topics
Hierarchical Classification
Directed Graph
Protein Interaction
Flow Cytometry
Top Venues
CoRR
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Publications
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Lorenzo Bini
,
Fatemeh Nassajian Mojarrad
,
Thomas Matthes
,
Stéphane Marchand-Maillet
HemaGraph: Breaking Barriers in Hematologic Single Cell Classification with Graph Attention.
CoRR
(2024)
Lorenzo Bini
,
Fatemeh Nassajian Mojarrad
,
Margarita Liarou
,
Thomas Matthes
,
Stéphane Marchand-Maillet
FlowCyt: A Comparative Study of Deep Learning Approaches for Multi-Class Classification in Flow Cytometry Benchmarking.
CoRR
(2024)
Fatemeh Nassajian Mojarrad
,
Lorenzo Bini
,
Thomas Matthes
,
Stéphane Marchand-Maillet
Why Attention Graphs Are All We Need: Pioneering Hierarchical Classification of Hematologic Cell Populations with LeukoGraph.
CoRR
(2024)
Fatemeh Nassajian Mojarrad
,
Lorenzo Bini
,
Thomas Matthes
,
Stéphane Marchand-Maillet
Injecting Hierarchical Biological Priors into Graph Neural Networks for Flow Cytometry Prediction.
CoRR
(2024)