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Search / Trial NCT06703944

Risk Model for Metastasis Detection of Neuroblastoma

Launched by XINHUA HOSPITAL, SHANGHAI JIAO TONG UNIVERSITY SCHOOL OF MEDICINE · Nov 21, 2024

Trial Information

Current as of June 26, 2025

Enrolling by invitation

Keywords

Neuroblastoma Bone Marrow Metastasis Bone Metastasis Machine Learning Algorithms Risk Prediction Models Artificial Intelligence Mode Prognosis

ClinConnect Summary

1. Dataset processing. In this study, the model including training set, validation set and test sets. During the model construction, the investigators process the training in internal cohort by randomly assign the enrolled participants to the training set and validation set in a 8:2 ratio. The investigators use the enrolled participants of external cohorts as test sets to evaluate the model performance independently, and then select the best model for future use.

The Ethics Committee of Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine apaproved this study (X...

Gender

ALL

Eligibility criteria

  • Inclusion Criteria:
  • 1. The participant newly diagnosed with NB according to the International Neuroblastoma Risk Group Staging System (INRGSS). The diagnosis completed by experienced pathologist and correlated with clinical and/or radiological findings.
  • 2. The participant diagnosed with NB at other hospitals who have not received chemotherapy or radiotherapy.
  • 3. The participant with NB has performed bone marrow smear analysis as routine examination. The bone marrow smear stained with Wright-Giemsa was made according to standard protocols.
  • Exclusion Criteria:
  • 1. The participant with concurrent diagnosis of other malignancies.
  • 2. The participant with NB who has previously received chemotherapy and/or radiotherapy.
  • 3. The participant with incomplete clinical data, the metastasis state of bone marrow and/or bone is unclear.
  • 4. The participant was excluded due to non-representative specimens, such as unclear or faded Wright-Giemsa staining of bone marrow smear.

About Xinhua Hospital, Shanghai Jiao Tong University School Of Medicine

Xinhua Hospital, affiliated with Shanghai Jiao Tong University School of Medicine, is a prominent clinical research institution renowned for its commitment to advancing medical science and patient care. Located in Shanghai, China, the hospital integrates clinical practice, education, and research, fostering innovation in various medical fields. With state-of-the-art facilities and a multidisciplinary team of experts, Xinhua Hospital conducts rigorous clinical trials aimed at evaluating new therapies and improving treatment outcomes. Its dedication to ethical standards and patient safety positions it as a leader in the global clinical research landscape.

Locations

Shanghai, Shanghai, China

Shenzhen, , China

Hangzhou, Zhejiang, China

Patients applied

0 patients applied

Trial Officials

juan ma, Doctor

Principal Investigator

Xin Hua Hospital, Shanghai Jiao Tong University School of Medicine

Timeline

First submit

Trial launched

Trial updated

Estimated completion

Not reported