Clinical Trials Logo

Clinical Trial Summary

This study seeks to develop a deep-learning-based intelligent predictive model for the efficacy of neoadjuvant chemotherapy in gastric cancer patients. By utilizing the patients' CT imaging data, biopsy pathology images, and clinical information, the intelligent model will predict the post-neoadjuvant chemotherapy efficacy and prognosis, offering assistance in personalized treatment decisions for gastric cancer patients.


Clinical Trial Description

This study seeks to develop a deep learning model to predict the outcomes of neoadjuvant chemotherapy in patients with gastric cancer. Leveraging participants' CT scans, biopsy pathology images, and clinical profiles, this model aims to forecast the effectiveness of post-neoadjuvant chemotherapy and the subsequent prognosis, thereby aiding in individualized treatment choices for these participants. Data Collection: The investigators will gather data from 1,800 retrospective cases and 200 prospective cases from multiple hospitals. The retrospective data will be divided into training and testing sets to train and validate the model, respectively. The model's performance will subsequently be evaluated using the prospective dataset. Clinical Information: This encompasses the participant's gender, age, tumor markers, staging, type, specific treatment plans, pre and post-treatment lab results, etc. Imaging Data: CT imaging data taken within one month prior to the neoadjuvant chemotherapy, with at least the venous phase CT imaging included. Pathology Data: Pathology images from a gastric tumor biopsy stained with Hematoxylin and Eosin (HE) taken within one month prior to treatment. TRG Grading: Based on the pathology report of the surgical samples using the Ryan TRG grading system. Prognostic Endpoints: The recorded endpoints are a 3-year progression-free survival (PFS) and a 5-year overall survival (OS). All deaths due to non-disease factors are excluded from the prognosis analysis. ;


Study Design


Related Conditions & MeSH terms


NCT number NCT06035250
Study type Observational
Source Chinese Academy of Sciences
Contact Di Dong, Ph.D.
Phone +86 13811833760
Email di.dong@ia.ac.cn
Status Recruiting
Phase
Start date September 10, 2023
Completion date December 31, 2029

See also
  Status Clinical Trial Phase
Recruiting NCT05551416 - The EpiGASTRIC/EDGAR Project: New Strategies for the Early Detection and Prevention of Gastric Cancer
Completed NCT05518929 - Hypoxia During Gastroenterological Endoscope Procedures Sedated With Ciprofol In Overweight Or Obesity Patients Phase 4
Recruiting NCT06006390 - CEA Targeting Chimeric Antigen Receptor T Lymphocytes (CAR-T) in the Treatment of CEA Positive Advanced Solid Tumors Phase 1/Phase 2
Recruiting NCT03219593 - Apatinib as the First-Line Therapy in Elderly Locally Advanced or Metastatic Gastric Cancer Phase 2
Recruiting NCT05489211 - Study of Dato-Dxd as Monotherapy and in Combination With Anti-cancer Agents in Patients With Advanced Solid Tumours (TROPION-PanTumor03) Phase 2
Recruiting NCT05536102 - The Effectiveness and Safety of XELOX and Tislelizumab + PLD for Resectable Gastric Cancer (LidingStudy) Phase 2
Active, not recruiting NCT03170960 - Study of Cabozantinib in Combination With Atezolizumab to Subjects With Locally Advanced or Metastatic Solid Tumors Phase 1/Phase 2
Recruiting NCT06010862 - Clinical Study of CEA-targeted CAR-T Therapy for CEA-positive Advanced/Metastatic Malignant Solid Tumors Phase 1
Recruiting NCT05415098 - Study of Safety, Pharmacokinetic and Efficacy of APG-5918 in Advanced Solid Tumors or Lymphomas Phase 1
Active, not recruiting NCT04082364 - Combination Margetuximab, Retifanlimab, Tebotelimab, and Chemotherapy Phase 2/3 Trial in HER2+ Gastric/GEJ Cancer Phase 2/Phase 3
Withdrawn NCT03766607 - Trastuzumab Beyond Progression in HER2 Positive Metastatic Gastric Cancer Phase 2
Recruiting NCT04118114 - Phase II Study of PRL3-ZUMAB in Advanced Solid Tumors Phase 2
Completed NCT01924533 - Efficacy and Safety Study of Olaparib in Combination With Paclitaxel to Treat Advanced Gastric Cancer. Phase 3
Terminated NCT01641939 - A Study of Trastuzumab Emtansine Versus Taxane in Participants With Human Epidermal Growth Factor Receptor 2 (HER2)-Positive Advanced Gastric Cancer Phase 2/Phase 3
Recruiting NCT05107674 - A Study of NX-1607 in Adults With Advanced Malignancies Phase 1
Active, not recruiting NCT04908813 - Study of HLX22 in Combanition With Trastuzumab and Chemotherapy Versus Placebo in Combination With Trastuzumab and Chemotherapy for Treatment of Locally Advanced or Metastatic Gastric Cancer Phase 2
Active, not recruiting NCT04249739 - Pembrolizumab + Capecitabine/Oxaliplatin (CapeOx) -HER2 Nagative and Pembrolizumab + Trastuzumab + Cisplatin/Capecitabine HER2 Positive Phase 2
Recruiting NCT05514158 - To Evaluate the Safety, Tolerability, Pharmacokinetics and Preliminary Efficacy of Disitamab Vedotin Combined With RC98 in the Treatment of Subjects With HER2-expressing Locally Advanced or Metastatic Gastric Cancer (Including AEG) Phase 1
Recruiting NCT04931654 - A Study to Assess the Safety and Efficacy of AZD7789 in Participants With Advanced or Metastatic Solid Cancer Phase 1/Phase 2
Recruiting NCT03175224 - APL-101 Study of Subjects With NSCLC With c-Met EXON 14 Skip Mutations and c-Met Dysregulation Advanced Solid Tumors Phase 2