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List of works by Peter Chang

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

scientific article published on 01 September 2020

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

scientific article

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

Convolutional Neural Networks for the Detection and Measurement of Cerebral Aneurysms on Magnetic Resonance Angiography

scientific article published on 01 October 2019

Deep Learning AI Applications in the Imaging of Glioma

scientific article published on 01 April 2020

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

scientific article published on 11 May 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 Postlumpectomy Breast Margin Assessment Utilizing Convolutional Neural Network Based Optical Coherence Tomography Image Classification Method

scientific article published on 17 July 2019

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