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Search Results to Jayashree A Kalpathy-Cramer

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Kalpathy-Cramer, Jayashree

One or more keywords matched the following items that are connected to Kalpathy-Cramer, Jayashree

Item Type	Name
Concept	Machine Learning
Academic Article	Multi-population generalizability of a deep learning-based chest radiograph severity score for COVID-19.
Academic Article	Analysis of Stroke Detection during the COVID-19 Pandemic Using Natural Language Processing of Radiology Reports.
Academic Article	Distributed deep learning networks among institutions for medical imaging.
Academic Article	Federated Learning for Multicenter Collaboration in Ophthalmology: Implications for Clinical Diagnosis and Disease Epidemiology.
Academic Article	Assessing the Severity of COVID-19 Lung Injury in Rheumatic Diseases Versus the General Population Using Deep Learning-Derived Chest Radiograph Scores.
Academic Article	Interpretable Machine Learning for the Prediction of Amputation Risk Following Lower Extremity Infrainguinal Endovascular Interventions for Peripheral Arterial Disease.
Academic Article	Automatic assessment of glioma burden: a deep learning algorithm for fully automated volumetric and bidimensional measurement.
Academic Article	DeepNeuro: an open-source deep learning toolbox for neuroimaging.
Academic Article	Federated Learning for Multicenter Collaboration in Ophthalmology: Improving Classification Performance in Retinopathy of Prematurity.
Academic Article	Radiomics in Brain Tumor: Image Assessment, Quantitative Feature Descriptors, and Machine-Learning Approaches.
Academic Article	Artificial intelligence applied to musculoskeletal oncology: a systematic review.
Academic Article	Introduction to Machine Learning, Neural Networks, and Deep Learning.
Academic Article	Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement.
Academic Article	Machine Learning Has Arrived!
Academic Article	External COVID-19 Deep Learning Model Validation on ACR AI-LAB: It's a Brave New World.
Academic Article	A Quantitative Severity Scale for Retinopathy of Prematurity Using Deep Learning to Monitor Disease Regression After Treatment.
Academic Article	Analysis of underlying causes of inter-expert disagreement in retinopathy of prematurity diagnosis. Application of machine learning principles.
Academic Article	RSNA-MICCAI Panel Discussion: Machine Learning for Radiology from Challenges to Clinical Applications.
Academic Article	Variability in Plus Disease Identified Using a Deep Learning-Based Retinopathy of Prematurity Severity Scale.
Academic Article	Segmentation and Classification in Digital Pathology for Glioma Research: Challenges and Deep Learning Approaches.
Academic Article	Evaluation of a Deep Learning-Derived Quantitative Retinopathy of Prematurity Severity Scale.
Academic Article	A Roadmap for Foundational Research on Artificial Intelligence in Medical Imaging: From the 2018 NIH/RSNA/ACR/The Academy Workshop.
Academic Article	Deep learning-based automatic tumor burden assessment of pediatric high-grade gliomas, medulloblastomas, and other leptomeningeal seeding tumors.
Academic Article	Improvement and Multi-Population Generalizability of a Deep Learning-Based Chest Radiograph Severity Score for COVID-19.
Academic Article	Accounting for data variability in multi-institutional distributed deep learning for medical imaging.
Academic Article	Deep Learning Applications for Acute Stroke Management.
Academic Article	Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge.
Academic Article	A Fully Automated Deep Learning Pipeline for Multi-Vertebral Level Quantification and Characterization of Muscle and Adipose Tissue on Chest CT Scans.
Academic Article	The RSNA Pediatric Bone Age Machine Learning Challenge.
Academic Article	Evaluation of a deep learning image assessment system for detecting severe retinopathy of prematurity.
Academic Article	Deep Learning for the Diagnosis of Stage in?Retinopathy of Prematurity: Accuracy and Generalizability across Populations and Cameras.
Academic Article	Exercise-induced calf muscle hyperemia: Rapid mapping of magnetic resonance imaging using deep learning approach.
Academic Article	Corrigendum to: Deep learning-based automatic tumor burden assessment of pediatric high-grade gliomas, medulloblastomas, and other leptomeningeal seeding tumors.
Academic Article	Improving Automated Pediatric Bone Age Estimation Using Ensembles of Models from the 2017 RSNA Machine Learning Challenge.
Academic Article	Dealing with inter-expert variability in retinopathy of prematurity: A machine learning approach.
Academic Article	Monitoring Disease Progression With a Quantitative Severity Scale for Retinopathy of Prematurity Using Deep Learning.
Academic Article	DeepStrain: A Deep Learning Workflow for the Automated Characterization of Cardiac Mechanics.
Academic Article	Machine Learning Models can Detect Aneurysm Rupture and Identify Clinical Features Associated with Rupture.
Academic Article	Deep Learning for Image Quality Assessment of Fundus Images in Retinopathy of Prematurity.
Academic Article	In the Era of Deep Learning, Why Reconstruct an Image at All?
Academic Article	Multi-Institutional Assessment and Crowdsourcing Evaluation of Deep Learning for Automated Classification of Breast Density.
Academic Article	Corrigendum to: Accounting for data variability in multi-institutional distributed deep learning for medical imaging.
Academic Article	Quantitative tumor heterogeneity MRI profiling improves machine learning-based prognostication in patients with metastatic colon cancer.
Academic Article	Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks.
Academic Article	Basic Artificial Intelligence Techniques: Evaluation of Artificial Intelligence Performance.
Academic Article	Erratum: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge.
Academic Article	SplitAVG: A Heterogeneity-Aware Federated Deep Learning Method for Medical Imaging.
Academic Article	Improving the repeatability of deep learning models with Monte Carlo dropout.
Academic Article	Risk stratification with explainable machine learning for 30-day procedure-related mortality and 30-day unplanned readmission in patients with peripheral arterial disease.
Academic Article	Improved Training Efficiency for Retinopathy of Prematurity Deep Learning Models Using Comparison versus Class Labels.
Academic Article	Highdicom: a Python Library for Standardized Encoding of Image Annotations and Machine Learning Model Outputs in Pathology and Radiology.
Academic Article	Machine Learning for Adrenal Gland Segmentation and Classification of Normal and Adrenal Masses at CT.
Academic Article	Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement.
Academic Article	Towards More Efficient Data Valuation in Healthcare Federated Learning using Ensembling.
Academic Article	Collaborative Privacy-preserving Approaches for Distributed Deep Learning Using Multi-Institutional Data.
Academic Article	FDU-Net: Deep Learning-Based Three-Dimensional Diffuse Optical Image Reconstruction.
Academic Article	Transformer versus traditional natural language processing: how much data is enough for automated radiology report classification?
Academic Article	An interpretable machine learning model for the prevention of contrast-induced nephropathy in patients undergoing lower extremity endovascular interventions for peripheral arterial disease.
Academic Article	Oxygenation Fluctuations Associated with Severe Retinopathy of Prematurity: Insights from a Multimodal Deep Learning Approach.
Academic Article	Expert-centered Evaluation of Deep Learning Algorithms for Brain Tumor Segmentation.

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