SC
Subhankar Chattoraj
University of Maryland, Baltimore County, Imaging Endpoints
Research areas: Medicine · Radiology, Nuclear Medicine and Imaging · AI in cancer detection · Radiomics and Machine Learning in Medical Imaging · Semantic Web and Ontologies
Employment
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University of Maryland, Baltimore County Graduate Assistant2023 - Present
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Imaging Endpoints Research Scientist2021 - 2022
Education
- 2023 - 2027
- 2023 - 2025
Projects & Funding
Projects & funding information is unavailable.
Publications (29)
- SemaNorm: Stain Normalization via Semantic and Morphology Alignment for Robust Cross-Hospital Computational Pathology Save
- Review of Health Knowledge Graphs for Clinical Decision Support: Construction, LLM-Grounded Reasoning, and Applications Save
- Geometry-Routed Attention for Multi-Magnification Histopathology Fusion in Oral Squamous Cell Carcinoma Save
- Comparing deep learning models for tuberculosis detection: A retrospective study of digital vs. analog chest radiographs Save
- Cross-validation of an artificial intelligence tool for fracture classification and localization on conventional radiography in Dutch population Save
- Comparative Evaluation of Digital and Analog Chest Radiographs to Identify Tuberculosis using Deep Learning Model Save
- Identification of Hemorrhage and Infarct Lesions on Brain CT Images using Deep Learning Save
- Mind the Clot: Automated LVO Detection on CTA using Deep Learning Save
- Using Artificial Intelligence to Stratify Normal versus Abnormal Chest X-rays: External Validation of a Deep Learning Algorithm at East Kent Hospitals University NHS Foundation Trust Save
- A Multi-Scale Context Aggregation Enriched MLP-Mixer Model for Oral Cancer Screening from Oral Sub-epithelial Connective Tissues Save
- Role of an Automated Deep Learning Algorithm for Reliable Screening of Abnormality in Chest Radiographs: A Prospective Multicenter Quality Improvement Study Save
- Deep Phenotypic Cell Classification using Capsule Neural Network. Save
- Improving Stability of Adversarial Li-ion cell usage data generation using generative latent space modelling Save
- Deep reinforcement learning for variability prediction in latent heat flux from low-cost meteorological parameters Save
- Multifractal Alterations in Oral Sub-epithelial Connective Tissue During Progression of Pre-cancer and Cancer Save
- Diving Deep onto Discriminative Ensemble of Histological Hashing & Class-Specific Manifold Learning for Multi-class Breast Carcinoma Taxonomy Save
- Application of stacked sparse autoencoder in automated detection of glaucoma in fundus images Save
- Automated detection of glaucoma in fundus images using variational mode decomposition and textural features Save
- Classification of histopathological breast cancer images using iterative VMD aided Zernike moments & textural signatures Save
- Classification of histopathological breast cancer images using iterative VMD aided Zernike moments & textural signatures Save