Caleb D Richter

Overview

Explore the profile of Caleb D Richter including associated specialties, affiliations and a list of published articles.

Snapshot

Articles 3

Citations 112

Followers 0

Related Specialties

Radiology

Biophysics

Nuclear Medicine

Co-Authors

Mark A Helvie

Ravi K Samala

Heang-Ping Chan

Kenny H Cha

Lubomir M Hadjiiski

Lubomir Hadjiiski

Published In

Phys Med Biol

IEEE Trans Med Imaging

Affiliations

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Recent Articles

Generalization error analysis for deep convolutional neural network with transfer learning in breast cancer diagnosis

Samala R, Chan H, Hadjiiski L, Helvie M, Richter C

Phys Med Biol . 2020 Mar; 65(10):105002. PMID: 32208369

Deep convolutional neural network (DCNN), now popularly called artificial intelligence (AI), has shown the potential to improve over previous computer-assisted tools in medical imaging developed in the past decades. A...

Breast Cancer Diagnosis in Digital Breast Tomosynthesis: Effects of Training Sample Size on Multi-Stage Transfer Learning Using Deep Neural Nets

Samala R, Chan H, Hadjiiski L, Helvie M, Richter C, Cha K

IEEE Trans Med Imaging . 2019 Oct; 38(3):686-696. PMID: 31622238

In this paper, we developed a deep convolutional neural network (CNN) for the classification of malignant and benign masses in digital breast tomosynthesis (DBT) using a multi-stage transfer learning approach...

Multi-task transfer learning deep convolutional neural network: application to computer-aided diagnosis of breast cancer on mammograms

Samala R, Chan H, Hadjiiski L, Helvie M, Cha K, Richter C

Phys Med Biol . 2017 Oct; 62(23):8894-8908. PMID: 29035873

Transfer learning in deep convolutional neural networks (DCNNs) is an important step in its application to medical imaging tasks. We propose a multi-task transfer learning DCNN with the aim of...