Evidence map›Paper›PMID 41149842›Full record

ReviewJournal of personalized medicine2025

Current Applications and Future Directions of Technologies Used in Adult Deformity Surgery for Personalized Alignment: A Narrative Review.

Janet Hsu, Taikhoom M Dahodwala, Noel O Akioyamen, Evan Mostafa, Rami Z AbuQubo, Xiuyi Alexander Yang, Priya K Singh, Daniel C Berman, Rafael De la Garza Ramos, Yaroslav Gelfand and 4 more

Abstract readReview
In one paragraph

Review in Journal of personalized medicine, 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

14 authors.

Janet HsuAlbert Einstein College of Medicine, Montefiore Einstein, Bronx, NY 10461, USA.ORCID 0000-0002-4976-8630
Taikhoom M DahodwalaDepartment of Orthopaedic Surgery, Montefiore Einstein, Bronx, NY 10461, USA.
Noel O AkioyamenDepartment of Orthopaedic Surgery, Montefiore Einstein, Bronx, NY 10461, USA.ORCID 0000-0001-7617-5200
Evan MostafaDepartment of Orthopaedic Surgery, Montefiore Einstein, Bronx, NY 10461, USA.
Rami Z AbuQuboAlbert Einstein College of Medicine, Montefiore Einstein, Bronx, NY 10461, USA.ORCID 0009-0003-5178-7923
Xiuyi Alexander YangDepartment of Orthopaedic Surgery, Montefiore Einstein, Bronx, NY 10461, USA.
Priya K SinghDepartment of Orthopaedic Surgery, Montefiore Einstein, Bronx, NY 10461, USA.
Daniel C BermanDepartment of Orthopaedic Surgery, Montefiore Einstein, Bronx, NY 10461, USA.ORCID 0000-0002-0191-474X
Rafael De la Garza RamosDepartment of Neurosurgery, Montefiore Einstein, Bronx, NY 10461, USA.ORCID 0000-0002-5536-2514
Yaroslav GelfandDepartment of Neurosurgery, Montefiore Einstein, Bronx, NY 10461, USA.
Saikiran G MurthyDepartment of Neurosurgery, Montefiore Einstein, Bronx, NY 10461, USA.
Jonathan D KrystalDepartment of Orthopaedic Surgery, Montefiore Einstein, Bronx, NY 10461, USA.
Ananth S EleswarapuDepartment of Orthopaedic Surgery, Montefiore Einstein, Bronx, NY 10461, USA.
Mitchell S FourmanDepartment of Orthopaedic Surgery, Montefiore Einstein, Bronx, NY 10461, USA.ORCID 0000-0001-5886-546X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Patient-specific technologies within the field of adult spinal deformity (ASD) aid surgeons in pre-surgical planning, accurately help identify anatomical landmarks, and can project optimal post-surgical sagittal alignment. This narrative review aims to discuss the current uses of patient-specific technologies in ASD and identify new innovations that may very soon be integrated into patient care. Pre-operatively, machine learning or artificial intelligence helps surgeons to simulate post-operative alignment and provide information for the 3D-printing of pre-contoured rods and patient-specific cages. Intraoperatively, robotic surgery and intraoperative guides allow for more accurate positioning of implants. Implant materials are being developed to allow for better osseointegration and patient outcome monitoring. Despite the significant promise of these technologies, work still needs to be performed to ensure their accuracy, safety, and cost efficacy.

Indexed as

adult deformity surgeryintra-operative navigationpatient-specific implantssagittal alignmentspine surgery

Identifiers

PMID41149842
PMCPMC12565587

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.