In User: Insilicoconsulting

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Name: Insilicoconsulting

Joined: Tuesday 26 February 2013 07:18:55 (UTC)

Last seen: Wednesday 07 November 2018 11:38:28 (UTC)

Email (public): Not specified

Website: Not specified

Location: Pune, India

Insilicoconsulting has been credited 5 times

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Interests:

Datamining, algorithms, entrepreneurship, drug discovery, research.

Field/Industry: Drug Discovery

Occupation/Role(s): Cheminformatician, Bioinformatician

Organisation(s):

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Workflow

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Workflow Genetic Algorithms for BIOISOSTERIC Struct... (1)

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Genetic algorithm workflow to generate novel structures by recombination and mutation and that uses an ML model as a fitness function. Both the fitness function and the fingerprints modified in the model should be the same. ML model cannot have any descriptors other than given fingerprint.Reverse molecular mapping/generation is not part of this workflow and can be done by creating a large Structure-FP database.

Created: 2018-11-06

Credits: User Insilicoconsulting

Workflow

Uploader

Workflow Texture classification: Knime Image Analytics (1)

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A workflow including image pre-processing and descriptor calculation for building a texture classification model. The workflow can really be used for any kind of image classification task for which has labelled training data.There is significant scope of improvement, both on the image processing , descriptor selection and model building phases..Happy image analytics !

Created: 2015-11-10

Credits: User Insilicoconsulting

Workflow

Uploader

Workflow Pubmed -Google Tag Cloud (1)

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A simple workflow to query PubMed, Google and build a Tag Cloud after some preprocessing.

Created: 2015-11-01

Credits: User Insilicoconsulting

Workflow

Uploader

Workflow Drug-Drug Networks using Matador-DrugBank ... (1)

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These days, Networks of all kinds are all the rage! So here's a trickle contributing to the flood.The workflow generates a network based on Similarity between known drugs based on commonality of their "direct" drug target interactions.The workflow does not provide a comparison between Chemical similarity based network and one based on shared drug targets. It only provides the latter.Other nodes and interfaces to Cytoscape and exported csv can be used to further the network analy...

Created: 2015-09-17 | Last updated: 2015-09-17

Credits: User Insilicoconsulting

Workflow

Uploader

Workflow SAR by Rgroup decomposition (1)

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This workflow showcases a simple way to use Rgroup decomposition for SAR analysis.Once R-groups are obtained for several sites on the Scaffold, molecular properties like logP, TPSA, number of heavy/hetero-atoms, various kinds of ring counts are calculated.While medicinal chemistry purists may decry calculating properties for fragments/R-groups, correlating these at each site with Ki (or activity) shows up interesting trends.It's immediately apparent if increasing logP at a given site incr...

Created: 2015-09-15

Credits: User Insilicoconsulting

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