List of works - Simukayi Mutasa

A novel CNN algorithm for pathological complete response prediction using an I-SPY TRIAL breast MRI database

scientific article published on 01 September 2020

Accuracy of Distinguishing Atypical Ductal Hyperplasia From Ductal Carcinoma In Situ With Convolutional Neural Network-Based Machine Learning Approach Using Mammographic Image Data

scientific article published on 12 March 2019

Advanced Deep Learning Techniques Applied to Automated Femoral Neck Fracture Detection and Classification

scientific article published on 24 June 2020

Axillary Lymph Node Evaluation Utilizing Convolutional Neural Networks Using MRI Dataset.

scientific article

Channel width optimized neural networks for liver and vessel segmentation in liver iron quantification

scientific article published on 16 May 2020

Convolutional Neural Network Based Breast Cancer Risk Stratification Using a Mammographic Dataset

scientific article published on 31 July 2018

Convolutional Neural Network Using a Breast MRI Tumor Dataset Can Predict Oncotype Dx Recurrence Score

scientific article published on 21 August 2018

Deep Learning of CT Virtual Wedge Resection for Prediction of Histologic Usual Interstitial Pneumonitis

scientific article published on 28 August 2020

Development and External Validation of a Prognostic Tool for COVID-19 Critical Disease

scientific article published on 11 May 2020

Development and external validation of a prognostic tool for COVID-19 critical disease

scientific article published on 09 December 2020

Dynamic Changes of Convolutional Neural Network-based Mammographic Breast Cancer Risk Score Among Women Undergoing Chemoprevention Treatment

scientific article published on 17 November 2020

Fully Automated Convolutional Neural Network Method for Quantification of Breast MRI Fibroglandular Tissue and Background Parenchymal Enhancement

scientific article published on 01 February 2019

Fully Automated Segmentation Algorithm for Hematoma Volumetric Analysis in Spontaneous Intracerebral Hemorrhage

scientific article published on 18 November 2019

Fully Automated Segmentation Algorithm for Perihematomal Edema Volumetry After Spontaneous Intracerebral Hemorrhage

scientific article published on 12 February 2020

Genetic dysregulation in recurrent respiratory papillomatosis

scientific article

Global Trend in Artificial Intelligence-Based Publications in Radiology From 2000 to 2018

scientific article published on 15 August 2019

Images in COPD: Bullous Emphysema with Mycetoma

scientific article published on 4 April 2017

MABAL: a Novel Deep-Learning Architecture for Machine-Assisted Bone Age Labeling

scientific article

Potential Role of Convolutional Neural Network Based Algorithm in Patient Selection for DCIS Observation Trials Using a Mammogram Dataset

scientific article published on 13 September 2019

Predicting Breast Cancer Molecular Subtype with MRI Dataset Utilizing Convolutional Neural Network Algorithm

scientific article published on 01 April 2019

Predicting Post Neoadjuvant Axillary Response Using a Novel Convolutional Neural Network Algorithm

scientific article published on 05 July 2018

Prediction of Lymph Node Maximum Standardized Uptake Value in Patients With Cancer Using a 3D Convolutional Neural Network: A Proof-of-Concept Study

scientific article published on 12 December 2018

Prior to Initiation of Chemotherapy, Can We Predict Breast Tumor Response? Deep Learning Convolutional Neural Networks Approach Using a Breast MRI Tumor Dataset

scientific article published on 01 October 2019

Prospective Analysis Using a Novel CNN Algorithm to Distinguish Atypical Ductal Hyperplasia From Ductal Carcinoma in Situ in Breast

scientific article published on 07 June 2020

The disproportionate rise in COVID-19 cases among Hispanic/Latinx in disadvantaged communities of Orange County, California: A socioeconomic case-series

scientific article published on 08 May 2020

Understanding artificial intelligence based radiology studies: What is overfitting?

scientific article published on 23 April 2020

List of works by Simukayi Mutasa

A novel CNN algorithm for pathological complete response prediction using an I-SPY TRIAL breast MRI database

Accuracy of Distinguishing Atypical Ductal Hyperplasia From Ductal Carcinoma In Situ With Convolutional Neural Network-Based Machine Learning Approach Using Mammographic Image Data

Advanced Deep Learning Techniques Applied to Automated Femoral Neck Fracture Detection and Classification

Axillary Lymph Node Evaluation Utilizing Convolutional Neural Networks Using MRI Dataset.

Channel width optimized neural networks for liver and vessel segmentation in liver iron quantification

Convolutional Neural Network Based Breast Cancer Risk Stratification Using a Mammographic Dataset

Convolutional Neural Network Using a Breast MRI Tumor Dataset Can Predict Oncotype Dx Recurrence Score

Deep Learning of CT Virtual Wedge Resection for Prediction of Histologic Usual Interstitial Pneumonitis

Development and External Validation of a Prognostic Tool for COVID-19 Critical Disease

Development and external validation of a prognostic tool for COVID-19 critical disease

Dynamic Changes of Convolutional Neural Network-based Mammographic Breast Cancer Risk Score Among Women Undergoing Chemoprevention Treatment

Fully Automated Convolutional Neural Network Method for Quantification of Breast MRI Fibroglandular Tissue and Background Parenchymal Enhancement

Fully Automated Segmentation Algorithm for Hematoma Volumetric Analysis in Spontaneous Intracerebral Hemorrhage

Fully Automated Segmentation Algorithm for Perihematomal Edema Volumetry After Spontaneous Intracerebral Hemorrhage

Genetic dysregulation in recurrent respiratory papillomatosis

Global Trend in Artificial Intelligence-Based Publications in Radiology From 2000 to 2018

Images in COPD: Bullous Emphysema with Mycetoma

MABAL: a Novel Deep-Learning Architecture for Machine-Assisted Bone Age Labeling

Potential Role of Convolutional Neural Network Based Algorithm in Patient Selection for DCIS Observation Trials Using a Mammogram Dataset

Predicting Breast Cancer Molecular Subtype with MRI Dataset Utilizing Convolutional Neural Network Algorithm

Predicting Post Neoadjuvant Axillary Response Using a Novel Convolutional Neural Network Algorithm

Prediction of Lymph Node Maximum Standardized Uptake Value in Patients With Cancer Using a 3D Convolutional Neural Network: A Proof-of-Concept Study

Prior to Initiation of Chemotherapy, Can We Predict Breast Tumor Response? Deep Learning Convolutional Neural Networks Approach Using a Breast MRI Tumor Dataset

Prospective Analysis Using a Novel CNN Algorithm to Distinguish Atypical Ductal Hyperplasia From Ductal Carcinoma in Situ in Breast

The disproportionate rise in COVID-19 cases among Hispanic/Latinx in disadvantaged communities of Orange County, California: A socioeconomic case-series

Understanding artificial intelligence based radiology studies: What is overfitting?