Evidence map›Paper›PMID 41458839›Full record

ReviewCureus2025

Radiological Innovations for Monitoring Bone Regeneration and Fracture Healing.

Karthik D, Valeria Vanessa Varela Betancourt, Shreya Madhukar, Mainul Huda, Maria Gabriela Cerdas, Anand Sunil, Bashir Imam, Waleed Nasir, Sikandar Ali, Maahi Qureshi and 2 more

Abstract readReview
In one paragraph

Review in Cureus, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Article
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

12 authors.

Karthik DSports Medicine and Arthroplasty, Manipal Hospital, Bengaluru, IND.
Valeria Vanessa Varela BetancourtInternal Medicine, Universidad Nacional de Colombia, Bogotá, COL.
Shreya MadhukarMedicine, Northern Lincolnshire and Goole NHS Foundation Trust, Grimsby, GBR.
Mainul HudaAcute Medicine, Midland Metropolitan University Hospital, Smethwick, GBR.
Maria Gabriela CerdasMedicine, Universidad de Ciencias Médicas, San José, CRI.
Anand SunilInternal Medicine, Shridevi Institute of Medical Sciences and Research Hospital, Tumkuru, IND.
Bashir ImamPediatrics, University of Pittsburgh Medical Center, Coudersport, USA.
Waleed NasirInternal Medicine, Sherwood Forest Hospitals NHS Foundation Trust, Sutton-in-Ashfield, GBR.
Sikandar AliInternal Medicine, Doncaster and Bassetlaw Teaching Hospitals NHS Foundation Trust, Doncaster, GBR.
Maahi QureshiAcute Medicine, Midland Metropolitan University Hospital, Smethwick, GBR.
Nimra ZahidInternal Medicine, Allama Iqbal Medical College, Lahore, PAK.
Manju RaiBiotechnology, Shri Venkateshwara University, Gajraula, IND.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Accurate monitoring of bone regeneration and fracture healing is essential for optimizing orthopedic outcomes and guiding timely clinical interventions. While radiography, computed tomography (CT), and magnetic resonance imaging (MRI) remain standard tools, their limitations, particularly in detecting early biological activity and evaluating healing around implants, have prompted exploration of advanced imaging techniques. This narrative review was conducted through a structured search of PubMed, Scopus, and Web of Science databases for studies published between 2000 and 2025 using predefined keywords related to bone healing and imaging. Peer-reviewed original studies, systematic reviews, and clinically relevant preclinical research focusing on radiological assessment of fracture healing were included, while non-English articles, conference abstracts, and non-peer-reviewed sources were excluded. Study quality and potential sources of bias were appraised based on clarity of methodology, imaging reproducibility, and applicability to clinical practice. Recent innovations, such as high-resolution and functional MRI, quantitative CT (qCT), hybrid positron emission tomography (PET) imaging, and advanced ultrasound modalities, provide deeper insights into trabecular microarchitecture, perfusion, and osteoblastic activity. Metabolic PET tracers, radiomics, artificial intelligence (AI), and 3D printing further enhance diagnostic precision and support personalized treatment planning. Despite their promise, these modalities face challenges including high cost, limited accessibility, lack of standardization, and the need for robust clinical validation. This review summarizes the current radiological landscape, highlights emerging opportunities, and outlines future steps required for integrating advanced imaging tools into routine orthopedic practice.

Indexed as

3d printingadvanced imagingbone regenerationfracture healinghigh-resolution mrishear wave elastography

Identifiers

PMID41458839
PMCPMC12739185

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.