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Multi-animal 3D social pose estimation, identification and behaviour embedding with a few-shot learning framework

Multi-animal behaviour quantification is pivotal for deciphering animal social behaviours and has broad applications in neuroscience and ecology. Han and colleagues develop a few-shot learning framework for multi-animal 3D pose estimation, identity recognition and social behaviour classification.

Yaning Han
Ke Chen
Pengfei Wei
ResearchOpen Access08 Jan 2024
Nature Machine Intelligence

Volume: 6, P: 48-61
Risk assessment and early prediction of intraventricular hemorrhage in extremely preterm infants

Yueju Cai
Xiaolan Li
Wei Zhou
ResearchOpen Access19 May 2025
Scientific Reports

Volume: 15, P: 1-10
Reprogramming of the esophageal squamous carcinoma epigenome by SOX2 promotes ADAR1 dependence

The transition from normal esophageal tissue to squamous carcinoma is characterized by an altered SOX2 cistrome. This transcriptional reprogramming activates endogenous retroviruses and double-stranded RNA expression, creating a dependency on the RNA editing enzyme ADAR1.

Zhong Wu
Jin Zhou
Adam J. Bass
Research10 May 2021
Nature Genetics

Volume: 53, P: 881-894
Exploration the effect of nonstationary signals on the tidal phenomenon using F_TIDE part I

Yunfei Zhang
Shengyi Jiao
Xianqing Lv
ResearchOpen Access21 Feb 2025
Scientific Reports

Volume: 15, P: 1-15
LncRNA in tumorigenesis of non-small-cell lung cancer: From bench to bedside

Qin Hu
Huiyun Ma
Qun Xue
ReviewsOpen Access13 Aug 2022
Cell Death Discovery

Volume: 8, P: 1-9

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Multi-animal 3D social pose estimation, identification and behaviour embedding with a few-shot learning framework

Risk assessment and early prediction of intraventricular hemorrhage in extremely preterm infants

Reprogramming of the esophageal squamous carcinoma epigenome by SOX2 promotes ADAR1 dependence

Exploration the effect of nonstationary signals on the tidal phenomenon using F_TIDE part I

LncRNA in tumorigenesis of non-small-cell lung cancer: From bench to bedside

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