Oncology
nnU-Net for CT Segmentation
Automated segmentation and volume prediction in pediatric Wilms’ tumor CT using nnu-net
Neuroblastoma Risk Stratification
Development of intelligent tools to predict neuroblastoma risk stratification and overall prognosis based on multiphase enhanced CT and clinical features
YOLOv8-IE
A non-invasive diagnostic approach for neuroblastoma utilizing preoperative enhanced computed tomography and deep learning techniques
MobileNet for ALL Detection
A reliable approach for identifying acute lymphoblastic leukemia (ALL) in microscopic imaging
EfficientNet-B3
Enhancing leukemia detection in medical imaging using deep transfer learning
Acute Leukemia Methylome Atlas (ALMA)
Epigenomic diagnosis and prognosis of Acute Myeloid Leukemia
ALL Detection
Deep learning model for early acute lymphoblastic leukemia (ALL) detection using microscopic images
Pediatric Brain Tumor MRI Segmentation
AI-powered segmentation and prognosis with missing MRI in pediatric brain tumors
BraTS-PEDs
BraTS-PEDs: Results of the Multi-Consortium International Pediatric Brain Tumor Segmentation Challenge 2023
Breast Cancer Detection
Comparison of AI-integrated pathways with human-AI interaction in population mammographic screening for breast cancer
DeepDEP
A deep learning model that predicts cancer dependencies using integrative genomic profiles
Glioma Local Recurrence
Predicts local recurrence in grade 4 adult-type diffuse gliomas patients using deep learning model
Gastric Cancer Invasion Depth
AI system for real-time endoscopic prediction of invasion depth in early gastric cancer
Distinguish Benign and Malignant Skin Lesions
Early detection of melanoma using dermoscopy images
Acute Lymphoblastic Leukemia Classification
Intelligent decision support system with evolutionary feature optimization for robust ALL classification
Posterior Fossa Tumor Detection
Posterior fossa tumor detection and tumor pathology classification
Prediction of Axillary Lymph Node Status
Deep learning prediction of axillary lymph node status using ultrasound images
Cancer Detection with wbMRI
Whole-body MRI-based machine learning tool to detect early-onset cancers among children