Evidence map›Paper›PMID 39906264›Full record

ArticleIEEE open journal of engineering in medicine and biology2025

Context-Aware Dual-Task Deep Network for Concurrent Bone Segmentation and Clinical Assessment to Enhance Shoulder Arthroplasty Preoperative planning.

Luca Marsilio, Andrea Moglia, Alfonso Manzotti, Pietro Cerveri

Abstract read
In one paragraph

Article in IEEE open journal of engineering in medicine and biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
  2. Article
  3. Review
  4. Review
  5. [Analysis of anatomical characteristics of proximal humerus measured based on three-dimensional reconstruction technique and its clinical significance].Zhongguo xiu fu chong jian wai ke za zhi = Zhongguo xiufu chongjian waike zazhi = Chinese journal of reparative and reconstructive surgery · 2025
    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

4 authors.

Luca MarsilioDepartment of Electronics, Information and BioengineeringPolitecnico di Milano I-20133 Milan Italy.ORCID https://orcid.org/0009-0001-9738-0438
Andrea MogliaDepartment of Electronics, Information and BioengineeringPolitecnico di Milano I-20133 Milan Italy.ORCID https://orcid.org/0000-0002-3365-580X
Alfonso ManzottiHospital ASST FBF-Sacco I-20157 Milan Italy.ORCID https://orcid.org/0000-0003-1791-6800
Pietro CerveriDepartment of Electronics, Information and BioengineeringPolitecnico di Milano I-20133 Milan Italy.ORCID https://orcid.org/0000-0003-3995-8673

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Assisted preoperative planningdeep learningexplainable AIshoulder arthroplastyshoulder bone segmentation

Identifiers

PMID39906264
PMCPMC11793857

What OpenQuestion holds

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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 OpenQuestion graph.