Evidence map›Paper›PMID 42739255›Full record

ArticleDiagnostics (Basel, Switzerland)2026

Feasibility Study of Deep Learning-Driven Image Restoration for Fast, Low-Count [

Sora Baek, Ji Young Kim, Jae Young Joo, Hyung-Ji Kim, Ohyun Kwon, Minkyu Lee, Min-Gwan Lee, Chanrok Park, Sun Young Chae

Abstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 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

9 authors.

Sora BaekDepartment of Nuclear Medicine, Kangdong Sacred Heart Hospital, Hallym University College of Medicine, 150, Seongan-ro, Gangdong-gu, Seoul 05355, Republic of Korea.
Ji Young KimDepartment of Nuclear Medicine, Hanyang University Medical Center, Hanyang University College of Medicine, 221-1, Wangsimni-ro, Seongdong-gu, Seoul 04763, Republic of Korea.ORCID 0000-0003-2199-4529
Jae Young JooDepartment of Neurology, Uijeongbu Eulji Medical Center, Eulji University School of Medicine, 712, Dongil-ro, Uijeongbu-si 11759, Republic of Korea.
Hyung-Ji KimDepartment of Neurology, Uijeongbu Eulji Medical Center, Eulji University School of Medicine, 712, Dongil-ro, Uijeongbu-si 11759, Republic of Korea.
Ohyun KwonDepartment of Neurology, Uijeongbu Eulji Medical Center, Eulji University School of Medicine, 712, Dongil-ro, Uijeongbu-si 11759, Republic of Korea.
Minkyu LeeDepartment of Nuclear Medicine, Uijeongbu Eulji Medical Center, Eulji University School of Medicine, 712, Dongil-ro, Uijeongbu-si 11759, Republic of Korea.
Min-Gwan LeeDepartment of Radiological Science, College of Health Science, Eulji University, 553, Sanseong-daero, Sujeong-gu, Seongnam-si 13135, Republic of Korea.
Chanrok ParkDepartment of Radiological Science, College of Health Science, Eulji University, 553, Sanseong-daero, Sujeong-gu, Seongnam-si 13135, Republic of Korea.ORCID 0000-0003-4103-5704
Sun Young ChaeDepartment of Nuclear Medicine, Uijeongbu Eulji Medical Center, Eulji University School of Medicine, 712, Dongil-ro, Uijeongbu-si 11759, Republic of Korea.ORCID 0000-0002-8066-4821

Funding

Eulji University 2023-EMBRI UI0002National Research Foundation of Korea NRF-2022R1G1A1004775
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

[18F]FP-CITdeep learningdigital PET/CTimage restorationlow-count image

Identifiers

PMID42739255
PMCPMC13564493

What OpenQuestion holds

Textmetadata
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.