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Pearson, Alexander

One or more keywords matched the following items that are connected to Pearson, Alexander

Item Type	Name
Concept	Learning
Academic Article	Deep learning can predict microsatellite instability directly from histology in gastrointestinal cancer.
Academic Article	Machine learning can identify newly diagnosed patients with CLL at high risk of infection.
Academic Article	Prognosis and Treatment of Non-Small Cell Lung Cancer in the Age of Deep Learning.
Academic Article	Clinical-Grade Detection of Microsatellite Instability in Colorectal Tumors by Deep Learning.
Academic Article	Academics as leaders in the cancer artificial intelligence revolution.
Academic Article	Machine Learning-Guided Adjuvant Treatment of Head and Neck Cancer.
Academic Article	Deep learning prediction of BRAF-RAS gene expression signature identifies noninvasive follicular thyroid neoplasms with papillary-like nuclear features.
Academic Article	Pan-cancer image-based detection of clinically actionable genetic alterations.
Academic Article	Deep learning detects genetic alterations in cancer histology generated by adversarial networks.
Academic Article	Deep learning in cancer pathology: a new generation of clinical biomarkers.
Academic Article	The impact of site-specific digital histology signatures on deep learning model accuracy and bias.
Academic Article	Development and validation of deep learning classifiers to detect Epstein-Barr virus and microsatellite instability status in gastric cancer: a retrospective multicentre cohort study.
Academic Article	Uncertainty-informed deep learning models enable high-confidence predictions for digital histopathology.
Academic Article	Deep learning applications in visual data for benign and malignant hematologic conditions: a systematic review and visual glossary.
Academic Article	Multimodal deep learning: An improvement in prognostication or a reflection of batch effect?
Academic Article	Applications of Deep Learning in Endocrine Neoplasms.
Academic Article	Machine learning for detection and classification of oral potentially malignant disorders: A conceptual review.
Academic Article	Machine learning concepts applied to oral pathology and oral medicine: A convolutional neural networks' approach.
Concept	Machine Learning
Grant	Deep learning for oral premalignancy evaluation
Academic Article	Self-supervised attention-based deep learning for pan-cancer mutation prediction from histopathology.
Academic Article	Adapting a Medical School Cancer Research Education Program to the Virtual Environment: a Mixed-Methods Study.
Academic Article	Data augmentation and multimodal learning for predicting drug response in patient-derived xenografts from gene expressions and histology images.
Academic Article	Machine learning for the prediction of toxicities from head and neck cancer treatment: A systematic review with meta-analysis.
Academic Article	Integration of clinical features and deep learning on pathology for the prediction of breast cancer recurrence assays and risk of recurrence.
Academic Article	Deep learning generates synthetic cancer histology for explainability and education.
Academic Article	Deep learning-based subtyping of gastric cancer histology predicts clinical outcome: a multi-institutional retrospective study.
Academic Article	The use of deep learning state-of-the-art architectures for oral epithelial dysplasia grading: A comparative appraisal.
Academic Article	External Evaluation of a Mammography-based Deep Learning Model for Predicting Breast Cancer in an Ethnically Diverse Population.
Academic Article	Slideflow: deep learning for digital histopathology with real-time whole-slide visualization.

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Learning