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Narayanan Ramamurthi
ORCID
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 8
Top Topics
Clustering Algorithm
Drug Discovery
Variable Selection
Subcellular Localization
Top Venues
BIBM
BCB
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Publications
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Ayush Garg
,
Shyam Sundar Das
,
Narayanan Ramamurthi
AutoML in Drug Discovery: Side-Effects Prediction Using AutoGluon Framework and Its Applications in Drug Discovery.
BCB
(2023)
Ayush Garg
,
Shyam Sundar Das
,
Narayanan Ramamurthi
Drug Target Prioritization Based on Ligand Binding Pocket and Disease-Target Association Scores.
BCB
(2023)
Pritish Ranjan
,
Shyam Sundar Das
,
Narayanan Ramamurthi
Investigation of Drug Repurposing Opportunities Using Side-effects data, Topic Modelling and Clustering Algorithms.
BCB
(2023)
Shyam Sundar Das
,
Geervani Koneti
,
Narayanan Ramamurthi
Hybrid Modified League Championship Algorithm and its Applications in Compartmental Pharmacokinetic-Pharmacodynamic Data Analysis.
BIBM
(2022)
Geervani Koneti
,
Shyam Sundar Das
,
Jyotsna Bahl
,
Pritish Ranjan
,
Narayanan Ramamurthi
Discovering the Knowledge in Unstructured Early Drug Development Data Using NLP and Advanced Analytics.
BIBM
(2022)
Geervani Koneti
,
Mastan Vali Shaik
,
Shyam Sundar Das
,
Narayanan Ramamurthi
Parallelized Population Based Exhaustive Replacement Method for Reproducible Features Selection and Its Applications in Drug Discovery.
BIBM
(2022)
Geervani Koneti
,
Dipayan Ghosh
,
Narayanan Ramamurthi
Classification models for CaCo-2 permeability using chemical information and machine learning techniques: Scope and limitations.
BIBM
(2017)
Geervani Koneti
,
Narayanan Ramamurthi
"Parallelized variable selection and modeling based on prediction" algorithm on GPU for feature selection and ADMET model generation.
BIBM
(2017)