Correction: Diagnosis of SLAP lesions on shoulder MRI using a 2.5D deep learning and ensemble learning framework
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By
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Hongyu Wang
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Qingyun Xue
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Lei Shi
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Fei Wang
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Guanghan Gao
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Lin Wang
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June 17, 2026
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Clinical Scorecard: Correction: Utilizing a 2.5D Deep Learning and Ensemble Learning Approach for the Diagnosis of SLAP Lesions on Shoulder MRI
At a Glance
| Category | Detail |
|---|
| Condition | SLAP Lesions |
| Key Mechanisms | Diagnosis using MRI sequences and deep learning techniques |
| Target Population | Patients undergoing shoulder MRI for suspected SLAP lesions |
| Care Setting | Orthopaedic surgical settings |
Key Highlights
- Correction made to MRI sequence descriptions
- Inclusion of both PD FS and T2WI FS sequences in the study
- Standardised non-contrast shoulder MRI performed on 3.0 T MRI scanners
- Intra-articular structures assessed during arthroscopic procedures
- Definitive diagnosis made intraoperatively based on observed lesions
Guideline-Based Recommendations
Diagnosis
- Utilize oblique coronal PD FS and T2WI FS sequences for accurate diagnosis of SLAP lesions
Management
- Perform arthroscopic examination to confirm SLAP lesions and assess associated rotator cuff pathology
Monitoring & Follow-up
Risks
Patient & Prescribing Data
Patients with suspected SLAP lesions
Intraoperative assessment is critical for definitive diagnosis
Clinical Best Practices
- Use standardised MRI protocols for shoulder imaging
- Employ experienced orthopaedic surgeons for arthroscopic evaluations
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