AIMC Topic: Patents as Topic
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Enhancing Retrosynthetic Reaction Prediction with Deep Learning Using Multiscale Reaction Classification.
Journal of chemical information and modeling
Feb 1, 2019
Chemical synthesis planning is a key aspect in many fields of chemistry, especially drug discovery. Recent implementations of machine learning and artificial intelligence techniques for retrosynthetic analysis have shown great potential to improve co...
AI-generated in silico data in patent applications.
Drug discovery today
Aug 3, 2018
Tracing Technological Development Trajectories: A Genetic Knowledge Persistence-Based Main Path Approach.
PloS one
Jan 30, 2017
The aim of this paper is to propose a new method to identify main paths in a technological domain using patent citations. Previous approaches for using main path analysis have greatly improved our understanding of actual technological trajectories bu...
Patent Network Analysis and Quadratic Assignment Procedures to Identify the Convergence of Robot Technologies.
PloS one
Oct 20, 2016
Because of the remarkable developments in robotics in recent years, technological convergence has been active in this area. We focused on finding patterns of convergence within robot technology using network analysis of patents in both the USPTO and ...
Chemical entity recognition in patents by combining dictionary-based and statistical approaches.
Database : the journal of biological databases and curation
May 2, 2016
We describe the development of a chemical entity recognition system and its application in the CHEMDNER-patent track of BioCreative 2015. This community challenge includes a Chemical Entity Mention in Patents (CEMP) recognition task and a Chemical Pa...
Chemical named entity recognition in patents by domain knowledge and unsupervised feature learning.
Database : the journal of biological databases and curation
Apr 17, 2016
Medicinal chemistry patents contain rich information about chemical compounds. Although much effort has been devoted to extracting chemical entities from scientific literature, limited numbers of patent mining systems are publically available, probab...
Quantitative Analysis of Technological Innovation in Knee Arthroplasty: Using Patent and Publication Metrics to Identify Developments and Trends.
The Journal of arthroplasty
Dec 20, 2015
BACKGROUND: Surgery is in a constant continuum of innovation with refinement of technique and instrumentation. Arthroplasty surgery potentially represents an area with highly innovative process. This study highlights key area of innovation in knee ar...
Development of a novel fingerprint for chemical reactions and its application to large-scale reaction classification and similarity.
Journal of chemical information and modeling
Jan 13, 2015
Fingerprint methods applied to molecules have proven to be useful for similarity determination and as inputs to machine-learning models. Here, we present the development of a new fingerprint for chemical reactions and validate its usefulness in build...
[The analysis of invention patents in the field of artificial intelligent medical devices].
Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi
Jun 25, 2025
The emergence of new-generation artificial intelligence technology has brought numerous innovations to the healthcare field, including telemedicine and intelligent care. However, the artificial intelligent medical device sector still faces significan...
What patents on AI-derived drugs reveal.
Science (New York, N.Y.)
May 29, 2025
Less in-depth, in vivo testing before patenting may affect overall research and development.
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