Results 51 to 60 of about 4,724 (255)
Automatic ICD-10 coding: Deep semantic matching based on analogical reasoning
Heliyon, 2023 Background: ICD-10 has been widely used in statistical analysis of mortality rates and medical reimbursement. Automatic ICD-10 coding is desperately needed because manually assigning codes is expensive, time-consuming, and labor-intensive.
Yani Chen +5 more
doaj +1 more source
A Lightweight Procedural Layer for Hybrid Experimental–Computational Workflows in Materials Science
Advanced Engineering Materials, EarlyView.We unveil a prototype hybrid‐workflow framework that fuses automatedcomputation with hands‐on experiments. Built atop pyiron, a lightweight, parameterized layer translates procedure descriptions into executable manual steps, syncing instrument settings, human interventions, and data capture in real‐time today.
Steffen Brinckmann +8 more
wiley +1 more source
Linguistic Discovery, 2010 The aim of this paper is to explore the degree to which semantic maps and conceptual spaces may comprehensively describe cross-linguistic variation by discussing the types of phenomena that may be consistently represented in a unified account.
Caterina Mauri
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Connecting concepts in the brain by mapping cortical representations of semantic relations
Nature Communications, 2020 Researchers leverage advances in machine learning to study the brain’s mechanism for natural language processing. Results suggest that the brain represents a continuous semantic space and uses distributed cortical networks for differential coding of ...
Yizhen Zhang +3 more
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PASTA‐ELN: Simplifying Research Data Management for Experimental Materials Science
Advanced Engineering Materials, EarlyView.Research data management faces ongoing hurdles as many ELNs remain complex and restrictive. PASTA‐ELN offers an open‐source, cross‐platform solution that prioritizes simplicity, offline access, and user control. Its in tuitive folder structure, modular Python add‐ons, and open formats enable seamless documentation, FAIR data practices, and easy ...
S. Brinckmann, G. Winkens, R. Schwaiger
wiley +1 more source
LA-TextCNN-BiLSTM: A classification model for ICD-11
Informatics and HealthBackground: A model for ICD-11 automatic coding is proposed for the problem of ICD-11 automatic coding to further improve the coding performance. Methods: This study proposes an ICD-11 automatic encoding model based on label attention mechanism to ...
Bocheng Li +3 more
doaj +1 more source
Current Status and Challenges in Data Collection for Aerospace Coatings Deposited by Plasma Spraying
Advanced Engineering Materials, EarlyView.An innovative approach has been integrated into the GRENAT project to optimize plasma spraying and coating performance. Raw materials are accelerated and melted in the plasma generated by torches, creating coatings. Monitoring sensors collect process data which are combined with ex situ characterization data.
Lila Randriamananjara +8 more
wiley +1 more source
An Autonomic Service Discovery Mechanism to Support Pervasive Device Accessing Semantic Grid
, 2007 An important challenge of integrating pervasive devices into Grid environment to enhance pervasive device capabilities is that pervasive devices need to locate, find, select and invoke the appropriate Grid services in an autonomic and flexible way ...
De Roure, David +9 more
core +1 more source
Reinforcement-learned unequal error protection for quantized semantic embeddings
ArrayThis paper tackles the pressing challenge of preserving semantic meaning in communication systems constrained by limited bandwidth. We introduce a novel reinforcement learning framework that achieves per-dimension unequal error protection (UEP) via ...
Moirangthem Tiken Singh, Adnan Arif
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Word Similarity Calculation Method Based on Path and CiLin Coding [PDF]
Jisuanji gongcheng, 2018 The existed similarity calculation methods of words are mainly focus on the path structure of words and consider less about the semantic information of words in detail,which lead to inaccurate calculation results.Aiming at this problem,an improved ...
WANG Songsong,GAO Weixun,XU Yifan
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