Neuro-Oncology | Neuropathology | Neurosurgery Streamlined intraoperative brain tumor classification and molecular subtyping in stereotactic biopsies using stimulated Raman histology and deep learning. July 8, 2024
Diagnostics | Oncology Non-invasive screening and subtyping for breast cancer by serum SERS combined with LGB-DNN algorithms. May 1, 2024
Oncology | Pathology A deep learning based holistic diagnosis system for immunohistochemistry interpretation and molecular subtyping. February 27, 2024
Bioinformatics | Data Science | Oncology Deep multi-omics integration by learning correlation-maximizing representation identifies prognostically stratified cancer subtypes. July 10, 2023
Neurology | Pathology | Radiology Deep Learning-Assisted Quantitative Susceptibility Mapping as a Tool for Grading and Molecular Subtyping of Gliomas. June 16, 2023
Oncology | Pathology Pacpaint: a histology-based deep learning model uncovers the extensive intratumor molecular heterogeneity of pancreatic adenocarcinoma. June 13, 2023
Oncology | Pathology Automated Molecular Subtyping of Breast Carcinoma Using Deep Learning Techniques. February 23, 2023
Bioinformatics | Oncology Molecular Subtyping of Cancer Based on Distinguishing Co-Expression Modules and Machine Learning. May 19, 2022
Immunology | Oncology | Pathology Transcriptomic Analysis Identified Two Subtypes of Brain Tumor Characterized by Distinct Immune Infiltration and Prognosis. November 1, 2021
Neurology | Oncology | Radiology Molecular subtyping of diffuse gliomas using magnetic resonance imaging: comparison and correlation between radiomics and deep learning. August 21, 2021
Oncology | Pathology A deep learning image-based intrinsic molecular subtype classifier of breast tumors reveals tumor heterogeneity that may affect survival. January 29, 2020