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03/26/2022
AI-augmented histopathologic review using image analysis to optimize DNA yield and tumor purity from FFPE slides
To achieve minimum DNA input and tumor purity requirements for next-gene...
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03/18/2022
Imaging-based histological features are predictive of MET alterations in Non-Small Cell Lung Cancer
MET is a proto-oncogene whose somatic activation in non-small cell lung ...
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07/01/2021
Deep Orthogonal Fusion: Multimodal Prognostic Biomarker Discovery Integrating Radiology, Pathology, Genomic, and Clinical Data
Clinical decision-making in oncology involves multimodal data such as ra...
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11/17/2020
Interpretable Survival Prediction for Colorectal Cancer using Deep Learning
Deriving interpretable prognostic features from deep-learning-based prog...
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12/16/2019
Deep learning-based survival prediction for multiple cancer types using histopathology images
Prognostic information at diagnosis has important implications for cance...
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02/08/2019
Human-Centered Tools for Coping with Imperfect Algorithms during Medical Decision-Making
Machine learning (ML) is increasingly being used in image retrieval syst...
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01/30/2019
Similar Image Search for Histopathology: SMILY
The increasing availability of large institutional and public histopatho...
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01/15/2019
Whole-Slide Image Focus Quality: Automatic Assessment and Impact on AI Cancer Detection
Digital pathology enables remote access or consults and powerful image a...
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11/21/2018
Microscope 2.0: An Augmented Reality Microscope with Real-time Artificial Intelligence Integration
The brightfield microscope is instrumental in the visual examination of ...
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11/15/2018
Development and Validation of a Deep Learning Algorithm for Improving Gleason Scoring of Prostate Cancer
For prostate cancer patients, the Gleason score is one of the most impor...
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03/03/2017
Detecting Cancer Metastases on Gigapixel Pathology Images
Each year, the treatment decisions for more than 230,000 breast cancer p...
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12/17/2015