Clinical Practice Integration

The gap

Consensus across the literature

Supporting evidence — 8 representative gaps

• Editorial: Development and validation of new molecular probes of nuclear medicine and new targets of nuclear drugs in cancers (2026) · doi

  Implementation of integrated precision theranostics in routine clinical practice requires standardization and broader prospective validation across multiple clinical centers.

  Keywords: clinical implementation integrated precision theranostics routine practice requires standardization broader prospective validation across multiple centers
• Urological diagnostics based on kidney stone detection in CT imaging using YOLOv8 deep learning framework (2026) · doi

  Continued development, including refinement for challenging cases, integration with volumetric imaging, and prospective clinical evaluation, will be critical for fully realizing the benefits of AI-assisted imaging in routine clinical practice.

  Keywords: imaging clinical continued development including refinement challenging cases integration volumetric prospective evaluation critical fully realizing
• Artificial Intelligence in Medicine. Systems Anatomy, Decision Physiology, Hygiene of Use (2026) · doi

  Over-automation risks deskilling, as continuous reliance on AI for routine tasks may reduce opportunities for clinicians, particularly trainees, to practice and maintain core clinical skills.

  Keywords: automation risks deskilling continuous reliance routine tasks reduce opportunities clinicians particularly trainees practice maintain core
• REALATIONSHIP OF SERUM LEVEL AND EFFECT OF LOW DOSE ZINC SUPPLEMENTATION ON SEVERITY OF LIVER CELL FAILURE IN PATIENTS WITH LIVER CIRRHOSIS. (2016) · doi

  No discussion is provided regarding the optimal dosage, duration, or clinical applicability of low-dose zinc supplementation in managing liver cirrhosis severity in routine clinical practice.

  Keywords: clinical discussion provided regarding optimal dosage duration applicability dose zinc supplementation managing liver cirrhosis severity
• PREVALENCE AND RISK FACTORS OF HYPERTENSION AND OBESITY IN JEDDAH, SAUDI ARABIA. (2016) · doi

  Blood pressure measurements should be part of routine clinical examination especially in obese population, suggesting a gap in current clinical practice implementation.

  Keywords: clinical blood pressure measurements part routine examination especially obese population suggesting current practice implementation
• Editorial: Development and validation of new molecular probes of nuclear medicine and new targets of nuclear drugs in cancers (2026) · doi

  Continued interdisciplinary collaboration between radiochemists, oncologists, and imaging scientists will be essential to translate these promising findings into routine clinical practice.

  Keywords: continued interdisciplinary collaboration radiochemists oncologists imaging scientists essential translate promising routine clinical practice
• Diagnostic accuracy of PSMA-targeted radioguided surgery in prostate cancer at multiple anatomical levels: a systematic review and meta-analysis (2026) · doi

  The role of PSMA-targeted radioguided surgery in routine clinical surgical practice remains to be defined through future research efforts.

  Keywords: role psma targeted radioguided surgery routine clinical surgical practice remains defined future efforts
• A deep learning model based on multiphase DCE-MRI for preoperative prediction of Ki-67 expression in breast cancer (2026) · doi

  Prospective multi-center validation is still needed before this approach can be adopted into routine clinical practice.

  Keywords: prospective multi center validation still needed approach adopted routine clinical practice