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International Society of Surgery (ISS)
Société Internationale de Chirurgie (SIC)
Integrated Societies: IATSIC | IASMEN | BSI | ISDS
PRECISION TRAINING IN ENDOCRINE SURGERY: A PREOPERATIVE NOMOGRAM TO GUIDE CASE ALLOCATION AND PREDICT THYROIDECTOMY DIFFICULTY
surgeonspirit@gmail.com
 
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Slot ID
362-05
Abstract Title
PRECISION TRAINING IN ENDOCRINE SURGERY: A PREOPERATIVE NOMOGRAM TO GUIDE CASE ALLOCATION AND PREDICT THYROIDECTOMY DIFFICULTY
Author Details
No. of Authors
5
Including the presenting author
Author 1
Bharath Shivalingaiah surgeonspirit@gmail.com King George's Medical University Department of Endocrine Surgery Lucknow India *
Author 2
Prashant Kumar Prusty drprashantkumarprusty@gmail.com King George’s Medical University Department of Endocrine Surgery Lucknow India
Author 3
KulRanjan Singh kulranjan@hotmail.com King George’s Medical University Department of Endocrine Surgery Lucknow India
Author 4
Pooja Ramakant poojaramakant@gmail.com King George’s Medical University Department of Endocrine Surgery Lucknow India
Author 5
Anand Kumar Mishra mishra101@gmail.com King George’s Medical University Department of Endocrine Surgery Lucknow India
Author 6
Author 7
Author 8
Author 9
Author 10
Author 11
Author 12
Presenting Author Name
Bharath Shivalingaiah
Presenting Author Email
surgeonspirit@gmail.com
Presenting Author Country
India
Abstract
Abstract type
Oral or Poster
Introduction *
Balancing trainee autonomy with patient safety remains a challenge in surgical education. Thyroidectomy, while commonly performed, can present varying degrees of technical difficulty. Unanticipated complexity during surgery may compromise outcomes or necessitate unplanned senior intervention. A preoperative tool to predict and stratify difficulty can enhance both patient care and structured training.
Material & Method *
A prospective study was conducted on 200 thyroidectomy cases (112 hemithyroidectomies, 88 total) at a tertiary academic center. Surgeries were performed by consultants (n=128) and trainees (n=72). Difficult thyroidectomy was defined using standardized criteria based on intraoperative complexity and need for senior assistance. Preoperative variables—clinical, anatomical, and imaging features—were analyzed by multivariate logistic regression. A point-based nomogram was constructed, and patients were stratified into low (score <4), intermediate (4–6), and high-risk groups (>6). Subgroup analysis compared risk levels with operator experience.
Results *
Fifty-two cases (26%) were classified as difficult, with 92% requiring consultant takeover. Significant predictors included compressive symptoms >3 months, neck circumference ≥25 cm (OR 3.45), Mallampati III–IV (OR 2.88), TIRADS ≥4 (OR 3.72), gland size >6 cm, retrosternal extension, suspected malignancy, and high elastography stiffness. The nomogram showed good performance (C-statistic = 0.81; Hosmer - Lemeshow test p=0.52).
Conclusion *
This nomogram offers a reproducible, preoperative framework for predicting thyroidectomy difficulty, allowing safer trainee case assignment and fostering competency-based progression in surgical training.
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Category
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1 General Topics organized by ISS/SIC
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1.06 Surgical Education and Simulation (IASSS)
Submission Status
Submitted
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Abstract Prizes
Eligible for the BSI Free Paper Prize
No
- Presenting author must register to the congress by 30 November 2025
- Author must submit a full-length manuscript conforming to the format of orignial articles in the World Journal of Surgery WJS by 30 November 2025
Eligible for the Grassi Prize
No
- Author must be age 40 or younger
- One of the authors must be a member of ISDS
- Presenting author must register to the congress by 30 November 2025
- Author must submit a full-length manuscript to the World Journal of Surgery WJS by 30 November 2025
Eligible for the Kitajima Prize
No
- Author must be age 40 or younger
- One of the authors must be a member of ISDS
- Presenting author must register to the congress by 30 November 2025
- Author must submit a full-length manuscript to the World Journal of Surgery WJS by 30 November 2025
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