Results 91 to 100 of about 789,696 (298)

On robustness properties of convex risk minimization methods for pattern recognition [PDF]

The paper brings together methods from two disciplines: machine learning theory and robust statistics. Robustness properties of machine learning methods based on convex risk minimization are investigated for the problem of pattern recognition ...
Christmann, Andreas, Steinwart, Ingo
core  

Targeted modulation of IGFL2‐AS1 reveals its translational potential in cervical adenocarcinoma

Molecular Oncology, EarlyView.
Cervical adenocarcinoma patients face worse outcomes than squamous cell carcinoma counterparts despite similar treatment. The identification of IGFL2‐AS1's differential expression provides a molecular basis for distinguishing these histotypes, paving the way for personalized therapies and improved survival in vulnerable populations globally.
Ricardo Cesar Cintra, Lucca Paolo Hsu Helmich, Daniel Rodrigues de Bastos, Laura Sichero, Patrícia Savio de Araujo‐Souza, Fabio Passetti, Luisa Lina Villa   +6 more
wiley   +1 more source

Exploring genetic variation in potential indicators of resilience in sheep using fibre diameter measured along the wool staple

Animal
Production animals are increasingly exposed to a wide variety of disturbances that can compromise their productivity, health and well-being. As a result, there is a growing need to be able to select animals that are more resilient to environmental ...
E.G. Smith, S.F. Walkom, S.A. Clark
doaj   +1 more source

Network divergence analysis identifies adaptive gene modules and two orthogonal vulnerability axes in pancreatic cancer

Molecular Oncology, EarlyView.
Tumors contain diverse cellular states whose behavior is shaped by context‐dependent gene coordination. By comparing gene–gene relationships across biological contexts, we identify adaptive transcriptional modules that reorganize into distinct vulnerability axes.
Brian Nelson, Lyanne Delgado‐Coka, Natalia Marchenko, Luisa F. Escobar‐Hoyos, Kenneth R. Shroyer, Alisa Yurovsky, Trey Ideker, Gábor Balázsi, Thomas MacCarthy, Scott Powers   +9 more
wiley   +1 more source

Magnetic crack-based piezoinductive mechanical sensors: way to extreme robustness and ultra-sensitivity

Nature Communications
Soft mechanical sensors with high performance, mechanical robustness, and manufacturing reproducibility are crucial for robotics perception, but simultaneously satisfying these criteria is rarely achieved.
Yulian Peng, Zhengyan Wang, Houping Wu, Junchen Luo, Xinxin Chang, Yufeng Wang, Shiwu Zhang, Zhihua Feng, Unyong Jeong, Hongbo Wang   +9 more
doaj   +1 more source

Dual Diaphragm Structure-Based All-Glass Microphone With Enhanced Robustness and Sensitivity Using Laser Processing

IEEE Photonics Journal
In this paper, a novel and cost-effective all-glass microphone with enhanced sensitivity and robustness is introduced, enabled by dual diaphragm structure including pressure amplification diaphragm and acoustic sensing diaphragm.
Ning Chen, Junlong Ma, Qi Zhang, Yaowen Yao, Yi Huang, Yuncai Lu, Jian Shao, Qun Li, Xiaobei Zhang, Tingyun Wang   +9 more
doaj   +1 more source

High Temperature and Vibration Robustness All-Fiber Current Sensor With a Fiber-Loop Architecture and Reflection Scheme

IEEE Photonics Journal, 2017
Low current sensitivity and insufficient system robustness are two significant obstacles preventing widespread use of all-fiber current sensors (AFCSs). We demonstrate a novel AFCS combining a fiber-loop architecture and a reflection scheme.
Hao Zhang
doaj   +1 more source

Sensitivity Analysis for Multiple Comparisons in Matched Observational Studies through Quadratically Constrained Linear Programming

, 2015
A sensitivity analysis in an observational study assesses the robustness of significant findings to unmeasured confounding. While sensitivity analyses in matched observational studies have been well addressed when there is a single outcome variable ...
Fogarty, Colin B., Small, Dylan S.
core   +2 more sources

RIPK4 function interferes with melanoma cell adhesion and metastasis

Molecular Oncology, EarlyView.
RIPK4 promotes melanoma growth and spread. RIPK4 levels increase as skin lesions progress to melanoma. CRISPR/Cas9‐mediated deletion of RIPK4 causes melanoma cells to form less compact spheroids, reduces their migratory and invasive abilities and limits tumour growth and dissemination in mouse models.
Norbert Wronski, Sławomir Lasota, Ewelina Madej, Anna A. Brożyna, Małgorzata Szczygieł, Agnieszka Harazin‐Lechowska, Jan Czerbniak, Janusz Rys, Jaroslaw Czyz, Agnieszka Wolnicka‐Glubisz   +9 more
wiley   +1 more source

Optimal control for one-qubit quantum sensing

, 2017
Quantum systems can be exquisite sensors thanks to their sensitivity to external perturbations. This same characteristic also makes them fragile to external noise.
Cappellaro, P., Fabbri, N., Poggiali, F.
core   +2 more sources