Evidence map›Paper›PMID 42357371›Full record

ArticlePharmaceutics2026

A Functional Data Analysis-Based Framework for Modeling and Multi-Objective Optimization of Sustained-Release Drug Delivery Systems.

Hao Ren, Mengchen Han, Yuchao Qiao, Yu Cui, Chongqi Hao, Yiming Lou, Gaomin Jing, Qiankun Liu, Lang Yang, Li Zheng and 1 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Pharmaceutics, 2026. 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

11 authors.

Hao RenDepartment of Health Statistics, School of Public Health, Shanxi Medical University, Jinzhong 030600, China.
Mengchen HanDepartment of Health Statistics, School of Public Health, Shanxi Medical University, Jinzhong 030600, China.ORCID 0009-0002-8218-0414
Yuchao QiaoDepartment of Health Statistics, School of Public Health, Shanxi Medical University, Jinzhong 030600, China.
Yu CuiDepartment of Health Statistics, School of Public Health, Shanxi Medical University, Jinzhong 030600, China.
Chongqi HaoDepartment of Health Statistics, School of Public Health, Shanxi Medical University, Jinzhong 030600, China.
Yiming LouDepartment of Health Statistics, School of Public Health, Shanxi Medical University, Jinzhong 030600, China.
Gaomin JingDepartment of Health Statistics, School of Public Health, Shanxi Medical University, Jinzhong 030600, China.
Qiankun LiuDepartment of Health Statistics, School of Public Health, Shanxi Medical University, Jinzhong 030600, China.
Lang YangDepartment of Health Statistics, School of Public Health, Shanxi Medical University, Jinzhong 030600, China.
Li ZhengDepartment of Health Statistics, School of Public Health, Shanxi Medical University, Jinzhong 030600, China.
Lixia QiuDepartment of Health Statistics, School of Public Health, Shanxi Medical University, Jinzhong 030600, China.ORCID 0000-0003-4705-878X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

functional data analysismixture experimental designNSGA-IIIsustained-release formulation

Identifiers

PMID42357371
PMCPMC13307162

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.