Author

Miranda Robbins

MRC Laboratory of Molecular BiologyORCID 0000-0002-6576-5763Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Neuroscience· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:cell type annotation· 2 Assay:electronic health records· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Organism:Drosophila· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Albert CardonaiD· 1 shared Amberley D. StephensiD· 1 shared Ana CorreiaiD· 1 shared Ana Fernández‐VillegasiD· 1 shared Belquis HaideriD· 1 shared Clemens F. KaminskiiD· 1 shared Daniel Franco-BarrancoiD· 1 shared Gabriele S. Kaminski SchierleiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperNeuroscience

Albert CardonaORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Beyond Agreement: Standardizing Crowdsourced Synapse Annotations through Proofreading in EM Connectomics

Shi Yan Lee, Ana Correia, Nicolò G. Ceffa, Miranda Robbins, Daniel Franco-Barranco, Marta Zlatic, Albert Cardona, Samia Mohinta

The paper introduces a standardized proofreading protocol for improving synapse annotations in EM connectomics by combining machine learning with multi-rater calibration and probabilistic modeling.

bioRxiv · Sep 26, 2025 · PreprintNeuroscience

Machine learning-based spike sorting reveals how subneuronal concentrations of monomeric Tau cause a loss in excitatory postsynaptic currents in hippocampal neurons

Marius Brockhoff, Jakob Träuble, Sagnik Middya, Tanja Fuchsberger, Ana Fernández‐Villegas, Amberley D. Stephens, Miranda Robbins, Wenyue Dai, Belquis Haider, Sulay Vora, Nino F. Läubli, Clemens F. Kaminski, George G. Malliaras, Ole Paulsen, Gabriele S. Kaminski Schierle

The paper introduces PseudoSort, a machine learning algorithm for spike sorting, and applies it to MEA data from hippocampal neurons exposed to monomeric Tau, revealing its impact on neuronal activity.

bioRxiv · Feb 29, 2024 · PreprintNeuroscience