Evidence map›Paper›PMID 35566116›Full record

ArticleMolecules (Basel, Switzerland)2022

Application of a Multilayer Perceptron Artificial Neural Network for the Prediction and Optimization of the Andrographolide Content in

Bibhuti Bhusan Champati, Bhuban Mohan Padhiari, Asit Ray, Tarun Halder, Sudipta Jena, Ambika Sahoo, Basudeba Kar, Pradeep Kumar Kamila, Pratap Chandra Panda, Biswajit Ghosh and 1 more

Open access · goldAbstract read
In one paragraph

Article in Molecules (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
3.7field-weighted citation impact, top 8% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed, 13 citations in OpenAlex.

  1. Article
  2. Article
  3. Ecofriendly Extraction of Polyphenols fromMolecules (Basel, Switzerland) · 2025
    Article
  4. Review
  5. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors at 2 institutions in 1 country.

Bibhuti Bhusan ChampatiCenter for Biotechnology, Siksha 'O' Anusandhan (Deemed to be University), Kalinga Nagar, Bhubaneswar 751003, Odisha, India.ORCID 0000-0003-2792-0280
Bhuban Mohan PadhiariCenter for Biotechnology, Siksha 'O' Anusandhan (Deemed to be University), Kalinga Nagar, Bhubaneswar 751003, Odisha, India.
Asit RayCenter for Biotechnology, Siksha 'O' Anusandhan (Deemed to be University), Kalinga Nagar, Bhubaneswar 751003, Odisha, India.ORCID 0000-0002-6111-9529
Tarun HalderDepartment of Botany, Ramakrishna Mission Vivekananda Centenary College, Kolkata 700118, West Bengal, India.ORCID 0000-0001-9732-018X
Sudipta JenaCenter for Biotechnology, Siksha 'O' Anusandhan (Deemed to be University), Kalinga Nagar, Bhubaneswar 751003, Odisha, India.
Ambika SahooCenter for Biotechnology, Siksha 'O' Anusandhan (Deemed to be University), Kalinga Nagar, Bhubaneswar 751003, Odisha, India.ORCID 0000-0002-5016-3735
Basudeba KarCenter for Biotechnology, Siksha 'O' Anusandhan (Deemed to be University), Kalinga Nagar, Bhubaneswar 751003, Odisha, India.ORCID 0000-0002-8737-1351
Pradeep Kumar KamilaCenter for Biotechnology, Siksha 'O' Anusandhan (Deemed to be University), Kalinga Nagar, Bhubaneswar 751003, Odisha, India.ORCID 0000-0003-4269-2597
Pratap Chandra PandaCenter for Biotechnology, Siksha 'O' Anusandhan (Deemed to be University), Kalinga Nagar, Bhubaneswar 751003, Odisha, India.ORCID 0000-0002-4902-7453
Biswajit GhoshDepartment of Botany, Ramakrishna Mission Vivekananda Centenary College, Kolkata 700118, West Bengal, India.ORCID 0000-0002-4396-2088
Sanghamitra NayakCenter for Biotechnology, Siksha 'O' Anusandhan (Deemed to be University), Kalinga Nagar, Bhubaneswar 751003, Odisha, India.ORCID 0000-0002-5498-6851
Siksha O Anusandhan University · INRamakrishna Mission Vivekananda Educational and Research Institute · IN

Funding

Department of Biotechnology, Ministry of Science and Technology, Govt. of India BT/PR21604/TRM/120/139/2016
6 · The paper itself

Abstract

Andrographolide, the principal secondary metabolite of

Indexed as

AndrographisDiterpenesAndrographis paniculataNeural Networks, ComputerandrographolideDiterpenesAndrographis paniculataandrographolideANN modelenvironmental factorsoptimizationprediction

Identifiers

PMID35566116
PMCPMC9105688
OpenAlexW4224581302

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.