Pathology Prediction of DNA methylation-based tumor types from histopathology in central nervous system tumors with deep learning. May 17, 2024
Neurology | Oncology | Radiology Performance of convolutional neural networks for the classification of brain tumors using magnetic resonance imaging. February 14, 2024
Neuroradiology | Radiology A Convolutional Neural Network Model for Distinguishing Hemangioblastomas From Other Cerebellar-and-Brainstem Tumors Using Contrast-Enhanced MRI. January 11, 2024
Genomics | Machine Learning | Oncology Classification of tumor types using XGBoost machine learning model: a vector space transformation of genomic alterations. November 22, 2023
Machine Learning | Oncology | Radiology Tumor classification of gastrointestinal liver metastases using CT-based radiomics and deep learning. October 5, 2023
Radiology Deep learning algorithm performance evaluation in detection and classification of liver disease using CT images. June 26, 2023
Pathology | Radiology Computer-aided diagnosis systems: a comparative study of classical machine learning versus deep learning-based approaches. June 26, 2023
Neurology | Oncology | Radiology NAMSTCD: A Novel Augmented Model for Spinal Cord Segmentation and Tumor Classification Using Deep Nets. May 16, 2023
Bioinformatics | Oncology Robust and Effective: A Deep Matrix Factorization Framework for Classification. April 6, 2023
Oncology | Radiology Breast Tumor Classification using Short-ResNet with Pixel-based Tumor Probability Map in Ultrasound Images. March 23, 2023
Pathology MS-CLAM: Mixed supervision for the classification and localization of tumors in Whole Slide Images. February 10, 2023
Radiology Automated Classification of Intramedullary Spinal Cord Tumors and Inflammatory Demyelinating Lesions Using Deep Learning. December 16, 2022