Results 151 to 160 of about 12,744 (261)

AAWS-Net: Anatomy-aware weakly-supervised learning network for breast mass segmentation. [PDF]

PLoS One, 2021
Sun Y, Ji Y.
europepmc   +1 more source

Combining Spatial Multi‐Omics Data to Decipher Spatial Domains and Elucidate Cell Heterogeneity Based on Self‐Supervised Graph Learning

Advanced Science, EarlyView.
A self‐supervised multi‐view graph fusion framework integrates spatial multi‐omics, excelling in domain identification and denoising. It reconstructs spatial pseudo‐expression, jointly analyzes multi‐omics data, infers RNA velocity, predicts spatial omics features from single‐cell multi‐omics, and detects spatially dark genes and transcription factors,
Yuejing Lu, Rui Qiao, Ying Li, Junhong Li, Nuoya Yue, Jing Ge, Jiao Wang, Luonan Chen, Peiluan Li   +8 more
wiley   +1 more source

Emotion correction for weibo users via weakly supervised learning and semantic understanding. [PDF]

iScience
Duan G, Chen Z, Shang Y, Xue H.
europepmc   +1 more source

Robust weakly supervised learning for COVID-19 recognition using multi-center CT images. [PDF]

Appl Soft Comput, 2022
Ye Q, Gao Y, Ding W, Niu Z, Wang C, Jiang Y, Wang M, Fang EF, Menpes-Smith W, Xia J, Yang G.   +10 more
europepmc   +1 more source

Phase‐Resolved Defect Transport Mechanisms Governing Asynchronous Ordering in a Eutectic High‐Entropy Alloy

Advanced Science, EarlyView.
Phase‐resolved experiments and atomistic simulations reveal asynchronous ordering behaviors in a eutectic high‐entropy alloy during isothermal annealing. Distinct defect transport mechanisms are identified in coexisting B2 and BCC phases, showing that vacancy and interstitial mediated diffusion governs phase‐dependent thermal stability.
Huiwen Yao, Qingshuang Ma, Jie Xiong, Jing Bai, Huijun Li, Qiuzhi Gao   +5 more
wiley   +1 more source

Early detection of metastatic risk in primary cutaneous melanoma using weakly supervised learning. [PDF]

Sci Rep
Dahlén F, Shujski I, Yacob F, Häggström I, Jovanovic J, Dudina O, Pölönen I, Neittaanmäki N.   +7 more
europepmc   +1 more source

Decoding Spatial Heterogeneity and Multi‐Omics Regulation with Hierarchical Graph Learning

Advanced Science, EarlyView.
ABSTRACT Recent advances in spatial multi‐omics technologies have enabled the simultaneous profiling of multiple molecular layers within the same tissue slice, providing unprecedented opportunities to investigate tissue spatial organization. However, most existing computational methods identify spatial domains in a purely data‐driven manner, rarely ...
Jiazhou Chen, Jiahui Xie, Yi Liao, Junyu Li, Longqi Liu, Xin Gao, Hongmin Cai   +6 more
wiley   +1 more source

Age-informed, attention-based weakly supervised learning for neuropathological image assessment. [PDF]

Brain Inform
Li S, Malamut M, McKee A, Cherry JD, Tian L.   +4 more
europepmc   +1 more source

Weakly Supervised Learning for Poorly Differentiated Adenocarcinoma Classification in GastricEndoscopic Submucosal Dissection Whole Slide Images. [PDF]

Technol Cancer Res Treat, 2022
Tsuneki M, Kanavati F.
europepmc   +1 more source

Special issue on weakly supervised learning

Journal of Visual Communication and Image Representation, 2016
Zhang, L., Ji, R., Yi, Z., Lin, W., Snoek, C.   +4 more
openaire   +3 more sources