Nature Search

Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge

Federated learning (FL) algorithms have emerged as a promising solution to train models for healthcare imaging across institutions while preserving privacy. Here, the authors describe the Federated Tumor Segmentation (FeTS) challenge for the decentralised benchmarking of FL algorithms and evaluation of Healthcare AI algorithm generalizability in real-world cancer imaging datasets.

Maximilian Zenk
Ujjwal Baid
Spyridon Bakas
ResearchOpen Access08 Jul 2025
Nature Communications

Volume: 16, P: 1-20
Mechanical confinement governs phenotypic plasticity in melanoma

Mechanical confinement of cancer cells at the tumour–microenvironment interface induces phenotype switching through chromatin remodelling by HMGB2, leading to a more invasive and drug-resistant state in melanoma.

Miranda V. Hunter
Eshita Joshi
Richard M. White
ResearchOpen Access27 Aug 2025
Nature

P: 1-11
Nonlinear Nernst effect in trilayer graphene at zero magnetic field

In ABA trilayer graphene, a temperature gradient generates a transverse voltage that scales quadratically with the gradient and reaches an effective Nernst coefficient of 300 µV K⁻¹ near the charge neutrality point.

Hao Liu
Jingru Li
Jian Shen
Research23 Jun 2025
Nature Nanotechnology

Volume: 20, P: 1221-1227
Author Correction: Brain milieu induces early microglial maturation through the BAX-Notch axis

Fangying Zhao
Jiangyong He
Li Li
Amendments and CorrectionsOpen Access07 Apr 2025
Nature Communications

Volume: 16, P: 1
Plasma membrane-associated ARAF condensates fuel RAS-related cancer drug resistance

ARAF uniquely enhances RAS activity via N-terminal disordered sequence, forming membrane ARAF–RAS condensates that shield RAS from negative regulation and drive cancer drug resistance.

Wen Li
Xiaoxian Shi
Wenjing Su
Research27 Jan 2025
Nature Chemical Biology

Volume: 21, P: 1226-1237
A dual-domain compute-in-memory system for general neural network inference

An analogue–digital unified compute-in-memory architecture can offer native support for floating-point-based complex regression tasks, providing improved accuracy and energy efficiency compared with pure analogue compute-in-memory systems.

Ze Wang
Ruihua Yu
Huaqiang Wu
Research24 Jan 2025
Nature Electronics

Volume: 8, P: 276-287
Progressive plasticity during colorectal cancer metastasis

Colorectal cancer metastasis involves dramatic plasticity and loss of PROX1-mediated repression of non-intestinal lineages.

Andrew Moorman
Elizabeth K. Benitez
Karuna Ganesh
ResearchOpen Access30 Oct 2024
Nature

Volume: 637, P: 947-954
Cognitive processing speed and accuracy are intrinsically different in genetic architecture and brain phenotypes

Here, the authors investigate the genetic architecture and neuroimaging signatures of cognitive processing speed and accuracy, two fundamental dimensions underlying cognitive abilities. They also identify links between these two factors and lifestyle, mental health and cognitive development.

Mingyang Li
Xixi Dang
Dan Wu
ResearchOpen Access06 Sept 2024
Nature Communications

Volume: 15, P: 1-11
An n-doped capacitive transparent conductor for all-polymer electrochromic displays

A conductive transparent polymer, which can function as both a conductor and an ion-storage layer, can be combined with a solid-state electrolyte to make flexible, transmissive, all-polymer electrochromic displays.

Inho Song
Won-June Lee
Jianguo Mei
Research17 Dec 2024
Nature Electronics

Volume: 7, P: 1158-1169
Brain milieu induces early microglial maturation through the BAX-Notch axis

The mechanisms by which the brain milieu confers microglial development are not clear. Here, the authors show that the BAX-CaMKII-CREB-Notch signaling axis triggered by the neuronal milieu plays a role in early microglia maturation.

Fangying Zhao
Jiangyong He
Li Li
ResearchOpen Access17 Oct 2022
Nature Communications

Volume: 13, P: 1-18
Optimization and field application of an eco-friendly molasses-based dust suppressant for open-pit coal mine haul roads

Yu Zhang
Junlong Yan
Zhifan Wang
ResearchOpen Access18 Jul 2025
Scientific Reports

Volume: 15, P: 1-16
Author Correction: Progressive plasticity during colorectal cancer metastasis

Andrew Moorman
Elizabeth K. Benitez
Karuna Ganesh
Amendments and CorrectionsOpen Access09 Jan 2025
Nature

Volume: 637, P: E28
Neural correlates differ between crystallized and fluid intelligence in adolescents

Bowen Qiu
Rui Qian
Dan Wu
ResearchOpen Access17 Jul 2025
Translational Psychiatry

Volume: 15, P: 1-12
Glibenclamide targets MDH2 to relieve aging phenotypes through metabolism-regulated epigenetic modification

Zhifan Mao
Wenwen Liu
Jian Li
ResearchOpen Access17 Feb 2025
Signal Transduction and Targeted Therapy

Volume: 10, P: 1-15
Joint event extraction model based on dynamic attention matching and graph attention networks

Jiajun Cheng
Wenjie Liu
Xingwen Li
ResearchOpen Access26 Feb 2025
Scientific Reports

Volume: 15, P: 1-11
Identification of diabetic retinopathy classification using machine learning algorithms on clinical data and optical coherence tomography angiography

Xiaoli Li
Xin Wen
Qianli Meng
Research13 Jun 2024
Eye

Volume: 38, P: 2813-2821
How does humble leadership influence employee improvisation? A motivational perspective

Liuqi Sun
Chongrong Huang
Chengyan Li
ResearchOpen Access21 Dec 2023
Humanities and Social Sciences Communications

Volume: 10, P: 1-11
NPNT is Expressed by Osteoblasts and Mediates Angiogenesis via the Activation of Extracellular Signal-regulated Kinase

Vincent Kuek
Zhifan Yang
Jiake Xu
ResearchOpen Access26 Oct 2016
Scientific Reports

Volume: 6, P: 1-13
Brisk walking improves motor function and lower limb muscle strength in Chinese women aged 80 years and older

Yang Wang
Yifan Lu
Wei Shan
ResearchOpen Access04 Apr 2024
Scientific Reports

Volume: 14, P: 1-11
Correction: Corrigendum: NPNT is Expressed by Osteoblasts and Mediates Angiogenesis via the Activation of Extracellular Signal-regulated Kinase

Vincent Kuek
Zhifan Yang
Jiake Xu
Amendments and CorrectionsOpen Access21 Nov 2016
Scientific Reports

Volume: 6, P: 1
The osteogenic potential of human bone callus

Weiqi Han
Wei He
Yu Qian
ResearchOpen Access31 Oct 2016
Scientific Reports

Volume: 6, P: 1-11
Beat-to-Beat Blood Pressure and Two-dimensional (axial and radial) Motion of the Carotid Artery Wall: Physiological Evaluation of Arterial Stiffness

Chenchu Xu
Huahua Xiong
Shuo Li
ResearchOpen Access13 Feb 2017
Scientific Reports

Volume: 7, P: 1-14

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