NeuroGPS-Tree: automatic reconstruction of large-scale neuronal populations with dense neurites.

Abstract:

:The reconstruction of neuronal populations, a key step in understanding neural circuits, remains a challenge in the presence of densely packed neurites. Here we achieved automatic reconstruction of neuronal populations by partially mimicking human strategies to separate individual neurons. For populations not resolvable by other methods, we obtained recall and precision rates of approximately 80%. We also demonstrate the reconstruction of 960 neurons within 3 h.

journal_name

Nat Methods

journal_title

Nature methods

authors

Quan T,Zhou H,Li J,Li S,Li A,Li Y,Lv X,Luo Q,Gong H,Zeng S

doi

10.1038/nmeth.3662

subject

Has Abstract

pub_date

2016-01-01 00:00:00

pages

51-4

issue

1

eissn

1548-7091

issn

1548-7105

pii

nmeth.3662

journal_volume

13

pub_type

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