Evidence map›Paper›PMID 41295554›Full record

ArticleTomography (Ann Arbor, Mich.)2025

Electron Density and Effective Atomic Number as Quantitative Biomarkers for Differentiating Malignant Brain Tumors: An Exploratory Study with Machine Learning.

Tsubasa Nakano, Daisuke Hirahara, Tomohito Hasegawa, Kiyohisa Kamimura, Masanori Nakajo, Junki Kamizono, Koji Takumi, Masatoyo Nakajo, Fumitaka Ejima, Ryota Nakanosono and 11 more

Abstract read
In one paragraph

Article in Tomography (Ann Arbor, Mich.), 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

21 authors.

Tsubasa NakanoDepartment of Radiology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima 890-8544, Japan.
Daisuke HiraharaDepartment of Radiology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima 890-8544, Japan.ORCID 0000-0003-0243-5086
Tomohito HasegawaDepartment of Radiology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima 890-8544, Japan.
Kiyohisa KamimuraDepartment of Advanced Radiological Imaging, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima 890-8544, Japan.ORCID 0000-0003-4191-9358
Masanori NakajoDepartment of Radiology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima 890-8544, Japan.
Junki KamizonoDepartment of Radiology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima 890-8544, Japan.ORCID 0000-0002-5000-5403
Koji TakumiDepartment of Radiology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima 890-8544, Japan.ORCID 0000-0003-4067-2891
Masatoyo NakajoDepartment of Radiology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima 890-8544, Japan.
Fumitaka EjimaDepartment of Radiology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima 890-8544, Japan.ORCID 0009-0003-6331-8796
Ryota NakanosonoDepartment of Radiology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima 890-8544, Japan.
Ryoji YamagishiDepartment of Radiology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima 890-8544, Japan.ORCID 0009-0002-0668-2578
Fumiko KanzakiDepartment of Radiology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima 890-8544, Japan.ORCID 0009-0004-7767-8474
Hiroki MuraokaDepartment of Radiology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima 890-8544, Japan.
Nayuta HigaDepartment of Neurosurgery, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima 890-8544, Japan.
Hajime YonezawaDepartment of Neurosurgery, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima 890-8544, Japan.
Ikumi KitazonoDepartment of Pathology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima 890-8544, Japan.
Jihun KwonPhilips Japan Ltd., 1-3-1 Azabudai, Minatoku, Tokyo 106-0041, Japan.ORCID 0000-0003-1810-0205
Gregor PahnPhilips GmbH Market DACH, Rontgenstr. 22, 22335 Hamburg, Germany.ORCID 0000-0002-5169-0158
Eran LangzamPhilips Healthcare, Nahum Het St 16, Halfa 3100202, Israel.
Ko HiguchiPhilips Japan Ltd., 1-3-1 Azabudai, Minatoku, Tokyo 106-0041, Japan.ORCID 0009-0007-7959-7696
Takashi YoshiuraDepartment of Radiology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima 890-8544, Japan.ORCID 0000-0003-2918-4336

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Brain NeoplasmsGlioblastomaMachine LearningTomography, X-Ray ComputedAdultAgedBiomarkers, TumorDiagnosis, DifferentialDiffusion Magnetic Resonance ImagingFemaleHumansLymphomaMaleMiddle AgedRetrospective StudiesBiomarkers, Tumorbrain metastasisdual-energy CTeffective atomic numberelectron densityglioblastomaprimary central nervous system lymphoma

Identifiers

PMID41295554
PMCPMC12656531

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.