Evidence map›Paper›PMID 40804806›Full record

ArticleDiagnostics (Basel, Switzerland)2025

DeepBiteNet: A Lightweight Ensemble Framework for Multiclass Bug Bite Classification Using Image-Based Deep Learning.

Doston Khasanov, Halimjon Khujamatov, Muksimova Shakhnoza, Mirjamol Abdullaev, Temur Toshtemirov, Shahzoda Anarova, Cheolwon Lee, Heung-Seok Jeon

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Doston KhasanovDepartment of Data Communication Networks and Systems, Tashkent University of Information Technologies, Tashkent 100084, Uzbekistan.
Halimjon KhujamatovDepartment of Computer Engineering, Gachon University, Seognam-daero, Sujeong-gu, Seongnam-si 1342, Republic of Korea.
Muksimova ShakhnozaDepartment of Computer Engineering, Gachon University, Seognam-daero, Sujeong-gu, Seongnam-si 1342, Republic of Korea.ORCID 0000-0002-6223-4502
Mirjamol AbdullaevDepartment of Information Systems and Technologies, Tashkent State University of Economics, Tashkent 100066, Uzbekistan.
Temur ToshtemirovDepartment of Data Communication Networks and Systems, Tashkent University of Information Technologies, Tashkent 100084, Uzbekistan.
Shahzoda AnarovaDepartment of Data Communication Networks and Systems, Tashkent University of Information Technologies, Tashkent 100084, Uzbekistan.
Cheolwon LeeDepartment of Computer Engineering, Konkuk University, Chungju 05029, Republic of Korea.ORCID 0000-0002-2778-2562
Heung-Seok JeonDepartment of Computer Engineering, Konkuk University, Chungju 05029, Republic of Korea.ORCID 0000-0003-3672-9568

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

ensemble deep learningimage-based diagnosisinsect bite recognitionmulticlass classificationstacked meta-classifier

Identifiers

PMID40804806
PMCPMC12346289

What OpenQuestion holds

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Registered trials

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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.