Hey everyone!
\nI wanted to start a papers thread and build on it, and hope others share as well, papers to gain domain knowledge. I have no domain knowledge in this area so I have downloaded papers that appeared to be relevant after reading their abstracts. I'll be reading these over the coming days and commenting more as I go through all of them. Hope this helps!
\nResearch Papers:
\nA Machine Learning Approach to Molecular Structure Recognition in Chemical Literature
Image-based Automated Chemical Database Annotation with\nEnsemble of Machine-Vision Classifiers
Markov Logic Networks for Optical Chemical Structure Recognition - We introduce a novel approach to this problem based on the pipelined integration of pattern recognition techniques with probabilistic knowledge representation and reasoning.
Hey everyone!
\nI wanted to start a papers thread and build on it, and hope others share as well, papers to gain domain knowledge. I have no domain knowledge in this area so I have downloaded papers that appeared to be relevant after reading their abstracts. I'll be reading these over the coming days and commenting more as I go through all of them. Hope this helps!
\nResearch Papers:
\nA Machine Learning Approach to Molecular Structure Recognition in Chemical Literature
Image-based Automated Chemical Database Annotation with\nEnsemble of Machine-Vision Classifiers
Markov Logic Networks for Optical Chemical Structure Recognition - We introduce a novel approach to this problem based on the pipelined integration of pattern recognition techniques with probabilistic knowledge representation and reasoning.
Here is a link to a recent review I found dealing with different approaches to accomplish this.
\nhttps://jcheminf.biomedcentral.com/articles/10.1186/s13321-020-00465-0
", "rawMarkdown": "Here is a link to a recent review I found dealing with different approaches to accomplish this.\n\nhttps://jcheminf.biomedcentral.com/articles/10.1186/s13321-020-00465-0", "votes": null }, { "id": "1244381", "postDate": "03/19/2021 00:31:27", "content": "@nstevens96 that's a good one!
", "rawMarkdown": "nstevens96 that's a good one!", "votes": null } ], "comments": [ { "id": 1225220, "author_name": "nstevens96", "author_url": "", "post_date": "03/03/2021 12:46:37", "content": "Here is a link to a recent review I found dealing with different approaches to accomplish this.
\nhttps://jcheminf.biomedcentral.com/articles/10.1186/s13321-020-00465-0
", "votes": null, "replies": [ { "id": 1244381, "author_name": "crained", "author_url": "", "post_date": "03/19/2021 00:31:27", "content": "@nstevens96 that's a good one!
", "votes": null, "replies": [] } ] } ], "raw_markdown_by_id": { "1224738": "Hey everyone!\n\nI wanted to start a papers thread and build on it, and hope others share as well, papers to gain domain knowledge. I have no domain knowledge in this area so I have downloaded papers that appeared to be relevant after reading their abstracts. I'll be reading these over the coming days and commenting more as I go through all of them. Hope this helps!\n\n**Research Papers:**\n\n* [Optical Structure Recognition Software To Recover Chemical Information: OSRA — An Open Source Solution](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2889020/)\n\n* [A Machine Learning Approach to Molecular Structure Recognition in Chemical Literature](https://dspace.mit.edu/bitstream/handle/1721.1/123132/1128813865-MIT.pdf?sequence=1&isAllowed=y)\n\n* [Image-based Automated Chemical Database Annotation with\nEnsemble of Machine-Vision Classifiers](https://deepblue.lib.umich.edu/bitstream/handle/2027.42/87266/Saitou55.pdf?sequence=4)\n\n* [Markov Logic Networks for Optical Chemical Structure Recognition](https://pubs.acs.org/doi/10.1021/ci5002197) - We introduce a novel approach to this problem based on the pipelined integration of pattern recognition techniques with probabilistic knowledge representation and reasoning.\n\n* [Chemical Structure Recognition (CSR) System: Automatic Analysis of 2D Chemical Structures in Document Images](https://ieeexplore.ieee.org/document/8978184)", "1225220": "Here is a link to a recent review I found dealing with different approaches to accomplish this.\n\nhttps://jcheminf.biomedcentral.com/articles/10.1186/s13321-020-00465-0", "1244381": "nstevens96 that's a good one!" }, "source": "meta" }