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Neoadjuvant chemotherapy response prediction for local advanced gastric cancer based on serial CT and whole slide image using Artificial Intelligence techniques

Neoadjuvant chemotherapy response prediction for local advanced gastric cancer based on serial CT and whole slide image using Artificial Intelligence techniques

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2400091049
Enrollment
Unknown
Registered
2024-10-19
Start date
2024-05-01
Completion date
Unknown
Last updated
2024-10-21

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

gastric cancer

Interventions

GR(Good response, 01)vs PR (poor response, 23).:None

Sponsors

Shanxi Provincial Cancer Hospital/Chinese Academy of Medical Sciences Cancer Hospital Shanxi Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 100 Years

Inclusion criteria

Inclusion criteria: (a) Pathological confirmation of gastric adenocarcinoma by gastroscopic biopsy; (b) Meet the inclusion criteria of neoadjuvant chemotherapy, i.e., locally advanced gastric cancer (cT3-4 and/or N+) without distant metastases as assessed by imaging before treatment, with a complete cycle of neoadjuvant chemotherapy (stage 2-4) with standardized process and complete clinicopathological information; (c) Surgical resection followed by neoadjuvant chemotherapy with complete pathological evaluation; (d) multi-time series and multi-period enhanced CT images at two time points before neoadjuvant chemotherapy (baseline) and early (after 2 cycles) of neoadjuvant chemotherapy; (e) Biopsy pathology H&E section.

Exclusion criteria

Exclusion criteria: (a) Patients who have not undergone a full cycle of neoadjuvant chemotherapy or who have not undergone surgical resection; (b) Patients with missing or incomplete clinical information, baseline and post-treatment time-series CT images and biopsy pathological data; (c) Poor CT or pathological image quality; (d) Patients with distant metastases.

Design outcomes

Primary

MeasureTime frame
treatment response to Neoadjuvant chemotherapy (NACT);

Countries

China

Contacts

Public ContactYanfen Cui

Shanxi Cancer Hospital/Cancer Hospital of the Chinese Academy of Medical Sciences, Shanxi

yanfen210@126.com+86 158 3416 9509

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 4, 2026