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Microstructure mapping with time-dependent diffusion MRI differentiates primary central nervous system lymphoma from glioblastoma.

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Paper

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The authors' code

License · 21 lines · 1 KB · MIT

  1. MIT License
  3. Copyright (c) 2021 zjuzzl
  5. Permission is hereby granted, free of charge, to any person obtaining a copy
  6. of this software and associated documentation files (the "Software"), to deal
  7. in the Software without restriction, including without limitation the rights
  8. to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
  9. copies of the Software, and to permit persons to whom the Software is
  10. furnished to do so, subject to the following conditions:
  12. The above copyright notice and this permission notice shall be included in all
  13. copies or substantial portions of the Software.
  15. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
  16. IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
  17. FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
  18. AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
  19. LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
  20. OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
  21. SOFTWARE.

LICENSE at commit 35e78bc, under MIT · at the source

Overview

Authors: Jun Wu1,2,3, Jue Lu1,2,3, Xinli Zhang1,2,3, Xiaotong Guo1,2,3, Qian Qin1,2,3, Jiaqi Chen1,2,3, Ning Zheng4, Peng Sun5, Xuan Gao1,2,3, Jing Wang1,2,3
  1. Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022 China
  2. Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, Wuhan, 430022 China
  3. Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022 China
  4. MSC Clinical & Technical Solutions, Philips Healthcare, Wuhan, China
  5. Institute of Research and Clinical Innovations, Neusoft Medical Systems Co. Ltd, Shenyang, 110167 China
Institutions: Wuhan Union Hospital (China); Huazhong University of Science and Technology (China); Neusoft (China) (China)
Journal: Cancer imaging : the official publication of the International Cancer Imaging Society, volume 26, issue 1, article 78
Dates: received 3 February 2026; accepted 19 May 2026; published online 1 June 2026
Type: Research article · Language: English
License: CC BY-NC-ND
Identifiers: DOI 10.1186/s40644-026-01052-6 · PMID 42226306 · PMCID PMC13270852 · OpenAlex W7162997062
Open access: gold, a free copy (OpenAlex)
Status: code verified
Categories: structural MRI / diffusion (modality), histology / microscopy (modality), human (organism), other condition (population), clinical / translational (subfield)
Methods: Spectral & time-frequency, Statistics, Machine learning, Connectivity, fMRI & imaging
Keywords: Time-dependent diffusion MRI, Primary central nervous system lymphoma, Glioblastoma, Microstructure
MeSH: Brain Neoplasms*, Central Nervous System Neoplasms*, Diffusion Magnetic Resonance Imaging*, Glioblastoma*, Lymphoma*, Adult, Aged, Diagnosis, Differential, Female, Humans, Male, Middle Aged (* major topic)
Topic: Glioma Diagnosis and Treatment (Genetics, Medicine), according to OpenAlex
Citations: not cited yet (Europe PMC); 45 references in the paper

Abstract

The abstract is not reproduced here: the paper's license (CC BY-NC-ND) does not allow it. Read it in the paper, at the publisher or on Europe PMC.

Repository

Its files are read in the Code ↔ Paper reader above.

zjuzzl/prostate_mri

License: MIT
State: the link answers, verified on 27 September 2026
Evidence: files inventoried
Commit: 35e78bc60497f38002f1754c096f9af2710653cf, 25 July 2021
Size: 6 files
Software Heritage: not archived
Found in: the text, “Histopathological analysis”
Holds: README, license file
Not found: CITATION.cff, environment file, tests, continuous integration, documentation
Availability: 1 check, the latest on 27 September 2026: the link answers
  • 27 September 2026: the link answers
2 files
At the source: github.com/zjuzzl/Prostate_MRI/blob/main/Histology.rar

Tracing map

Proposed by the machine: these links were found in the paper and verified at the source, without human review. The map will receive a Zenodo DOI once one of the paper's authors has validated it with their ORCID.

What the map holds:

  • 1 repository of the authors' code, each at its verified commit, with its license and how the link was found in the paper;
  • 0 scripts, each with its path and the digest of its content;
  • no match between paragraphs and code yet;
  • neither the text of the paper nor the code itself.

Its JSON (tracing-map.json) is deposited on Zenodo with its DOI once the map is validated.

Data

No dataset and no data link were found in the paper.

Data availability statement

The paper has a data availability statement. Its license (CC BY-NC-ND) does not allow reproducing it here; in short, from what the harvester recognized in it:

  • it says that the data are available on request

Read it in the paper: doi.org/10.1186/s40644-026-01052-6.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 10 authors, 4 keywords, 12 MeSH terms, 44 references.

Cite

This paper

Wu, J., Lu, J., Zhang, X., Guo, X., Qin, Q., Chen, J., Zheng, N., Sun, P., Gao, X., & Wang, J. (2026). Microstructure mapping with time-dependent diffusion MRI differentiates primary central nervous system lymphoma from glioblastoma. Cancer imaging : the official publication of the International Cancer Imaging Society, 26(1), 78. https://doi.org/10.1186/s40644-026-01052-6

BibTeX

@article{wu2026microstructure,
author = {Wu, Jun and Lu, Jue and Zhang, Xinli and Guo, Xiaotong and Qin, Qian and Chen, Jiaqi and Zheng, Ning and Sun, Peng and Gao, Xuan and Wang, Jing},
title = {{Microstructure mapping with time-dependent diffusion MRI differentiates primary central nervous system lymphoma from glioblastoma}},
journal = {Cancer imaging : the official publication of the International Cancer Imaging Society},
year = {2026},
month = jun,
volume = {26},
number = {1},
pages = {78},
publisher = {BMC},
issn = {1740-5025},
doi = {10.1186/s40644-026-01052-6},
url = {https://doi.org/10.1186/s40644-026-01052-6},
pmid = {42226306},
pmcid = {PMC13270852}
}

RIS

TY - JOUR
AU - Wu, Jun
AU - Lu, Jue
AU - Zhang, Xinli
AU - Guo, Xiaotong
AU - Qin, Qian
AU - Chen, Jiaqi
AU - Zheng, Ning
AU - Sun, Peng
AU - Gao, Xuan
AU - Wang, Jing
TI - Microstructure mapping with time-dependent diffusion MRI differentiates primary central nervous system lymphoma from glioblastoma
T2 - Cancer imaging : the official publication of the International Cancer Imaging Society
J2 - Cancer Imaging
PY - 2026
DA - 2026/06/01
VL - 26
IS - 1
SP - 78
SN - 1740-5025
PB - BMC
DO - 10.1186/s40644-026-01052-6
UR - https://doi.org/10.1186/s40644-026-01052-6
LA - en
ER -

CSL-JSON

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