PeterDChangMD

PubMed

• A Guideline for Open-Source Tools to Make Medical Imaging Data Ready for Artificial Intelligence Applications: A Society of Imaging Informatics in Medicine (SIIM) Survey.
  Sanaz Vahdati, Bardia Khosravi, Elham Mahmoudi, Kuan Zhang, Pouria Rouzrokh, Shahriar Faghani, Mana Moassefi, Aylin Tahmasebi, Katherine P Andriole, Peter Chang, Keyva...> ;Journal of Imaging Informatics in Medicine. 2024 Apr 1
• Artificial Intelligence for Improved Hepatosplenomegaly Diagnosis.
  Sriram Rao, Justin Glavis-Bloom, Thanh-Lan Bui, Kasra Afzali, Riya Bansal, Joseph Carbone, Cameron Fateri, Bradley Roth, William Chan, David Kakish, Gillean Cortes, Pe...> ;Current Problems in Diagnostic Radiology. 2023 May 12
• 1 citations
  Automated detection of IVC filters on radiographs with deep convolutional neural networks.
  John Mongan, Marc D Kohli, Roozbeh Houshyar, Peter D Chang, Justin Glavis-Bloom, Andrew G Taylor> ;Abdominal Radiology. 2023 Feb 1
• 7 citations
  Point-of-Care Brain MRI: Preliminary Results from a Single-Center Retrospective Study.
  Edward Kuoy, Justin Glavis-Bloom, Gabrielle Hovis, Brian Yep, Arabdha Biswas, Lu-Aung Masudathaya, Lori A Norrick, Julie Limfueco, Jennifer E Soun, Peter D Chang, Elea...> ;Radiology. 2022 Dec 1
• Beyond the: Deep Learning-Enabled Virtual Postcontrast Imaging for Neurooncology.
  Christopher G Filippi, Peter D Chang> ;AJR. American Journal of Roentgenology. 2022 Aug 1
• 7 citations
  Dynamic Changes of Convolutional Neural Network-based Mammographic Breast Cancer Risk Score Among Women Undergoing Chemoprevention Treatment.
  Haley Manley, Simukayi Mutasa, Peter Chang, Elise Desperito, Katherine D. Crew, Richard Ha> ;Clinical Breast Cancer. 2021 Aug 1
• 11 citations
  Identification and Localization of Endotracheal Tube on Chest Radiographs Using a Cascaded Convolutional Neural Network Approach.
  Su Kara, Jake Y. Akers, Peter Chang> ;Journal of Digital Imaging. 2021 May 23
• 25 citations
  Segmentation of the Prostate Transition Zone and Peripheral Zone on MR Images with Deep Learning
  Michelle Bardis, Roozbeh Houshyar, Chanon Chantaduly, Karen Tran-Harding, Alexander Ushinsky, Chantal Chahine, Mark Rupasinghe, Daniel S. Chow, Peter Chang> ;Radiology. Imaging Cancer. 2021 Apr 30
• 22 citations
  Validation of a Deep Learning Tool in the Detection of Intracranial Hemorrhage and Large Vessel Occlusion.
  Joel McLouth, Sebastian Elstrott, Yasmina Chaibi, Sarah Quenet, Peter Chang, Daniel S. Chow, Jennifer E. Soun> ;Frontiers in Neurology. 2021 Apr 29
• 9 citations
  Outcomes of Artificial Intelligence Volumetric Assessment of Kidneys and Renal Tumors for Preoperative Assessment of Nephron Sparing Interventions.
  Roozbeh Houshyar, Justin Glavis-Bloom, Thanh Lan Bui, Chantal Chahine, Michelle Bardis, Alexander Ushinsky, Hanna Liu, Dylann Fujimoto, William A. Grant, Karen Tran-Ha...> ;Journal of Endourology. 2021 Apr 13
• 50 citations
  Prediction of breast cancer molecular subtypes on DCE-MRI using convolutional neural network with transfer learning between two centers.
  Yang Zhang, Jeon-Hor Chen, Yezhi Lin, Siwa Chan, Jiejie Zhou, Daniel S. Chow, Peter Chang, Tiffany C. Kwong, Dah-Cherng Yeh, Xinxin Wang, Ritesh Parajuli, Rita S. Meht...> ;European Radiology. 2021 Apr 1
• 26 citations
  A 3D-2D Hybrid U-Net Convolutional Neural Network Approach to Prostate Organ Segmentation of Multiparametric MRI
  Alexander Ushinsky, Michelle Bardis, Justin Glavis-Bloom, Edward Uchio, Chanon Chantaduly, Michael Nguyentat, Daniel S. Chow, Peter Chang, Roozbeh Houshyar> ;AJR. American Journal of Roentgenology. 2021 Jan 1
• 10 citations
  Integrating Eye Tracking and Speech Recognition Accurately Annotates MR Brain Images for Deep Learning: Proof of Principle.
  Joseph N. Stember, Haydar Celik, David A. Gutman, Nathaniel Swinburne, Robert Young, Sarah Eskreis-Winkler, Andrei I. Holodny, Sachin Jambawalikar, Bradford J. Wood, P...> ;Radiology. Artificial Intelligence. 2021 Jan 1
• 70 citations
  Artificial Intelligence and Acute Stroke Imaging
  Jennifer E. Soun, Daniel S. Chow, Masaki Nagamine, R.S. Takhtawala, Christopher G. Filippi, Wengui Yu, Peter Chang> ;AJNR. American Journal of Neuroradiology. 2021 Jan 1
• 22 citations
  Predictive Values of Location and Volumetric MRI Injury Patterns for Neurodevelopmental Outcomes in Hypoxic-Ischemic Encephalopathy Neonates.
  Peter Chang, Daniel S. Chow, Anna Alber, Yen Kuang Lin, Young-Ah Youn> ;Brain Sciences. 2020 Dec 16
• 23 citations
  Automatic Detection and Segmentation of Breast Cancer on MRI Using Mask R-CNN Trained on Non-Fat-Sat Images and Tested on Fat-Sat Images.
  Yang Zhang, Siwa Chan, Vivian Youngjean Park, Kai Ting Chang, Siddharth Mehta, Min Jung Kim, Freddie J. Combs, Peter Chang, Daniel S. Chow, Ritesh Parajuli, Rita S. Me...> ;Academic Radiology. 2020 Dec 11
• 12 citations
  Updates on Deep Learning and Glioma: Use of Convolutional Neural Networks to Image Glioma Heterogeneity.
  Daniel S. Chow, Deepak Khatri, Peter Chang, Avraham B Zlochower, John A. Boockvar, Christopher G. Filippi> ;Neuroimaging Clinics of North America. 2020 Nov 1
• 19 citations
  A novel CNN algorithm for pathological complete response prediction using an I-SPY TRIAL breast MRI database
  Michael Z. Liu, Simukayi Mutasa, Peter Chang, Maham Siddique, Sachin Jambawalikar, Richard Ha> ;Magnetic Resonance Imaging. 2020 Sep 2
• 17 citations
  Impact of COVID-19 on Acute Stroke Presentation at a Comprehensive Stroke Center
  Masaki Nagamine, Daniel S. Chow, Peter Chang, Bernadette Boden-Albala, Wengui Yu, Jennifer E. Soun> ;Frontiers in Neurology. 2020 Aug 14
• 11 citations
  Artificial Intelligence in Neuroradiology: Current Status and Future Directions.
  Yvonne W. Lui, Peter Chang, Gregory Zaharchuk, Daniel P. Barboriak, Adam E. Flanders, Max Wintermark, Christopher P. Hess, Christopher G. Filippi> ;AJNR. American Journal of Neuroradiology. 2020 Jul 30
• 4 citations
  Prospective Analysis Using a Novel CNN Algorithm to Distinguish Atypical Ductal Hyperplasia From Ductal Carcinoma in Situ in Breast
  Simukayi Mutasa, Peter Chang, John S Nemer, Eduardo Pascual Van Sant, Mary Sun, Alison McIlvride, Maham Siddique, Richard Ha> ;Clinical Breast Cancer. 2020 Jun 7
• 5 citations
  Potential Role of Convolutional Neural Network Based Algorithm in Patient Selection for DCIS Observation Trials Using a Mammogram Dataset.
  Simukayi Mutasa, Peter Chang, Eduardo Pascual Van Sant, John S Nemer, Michael Z. Liu, Jenika Karcich, Gita Patel, Sachin Jambawalikar, Richard Ha> ;Academic Radiology. 2020 Jun 1
• 27 citations
  Applications of Artificial Intelligence to Prostate Multiparametric MRI (mpMRI): Current and Emerging Trends.
  Michelle Bardis, Roozbeh Houshyar, Peter Chang, Alexander Ushinsky, Justin Glavis-Bloom, Chantal Chahine, Thanh Lan Bui, Mark Rupasinghe, Christopher G. Filippi, Danie...> ;Cancers. 2020 May 11
• 16 citations
  Fully Automated Postlumpectomy Breast Margin Assessment Utilizing Convolutional Neural Network Based Optical Coherence Tomography Image Classification Method.
  Diana Mojahed, Richard Ha, Peter Chang, Yu Gan, Xinwen Yao, Brigid Angelini, Hanina Hibshoosh, Bret Taback, Christine P. Hendon> ;Academic Radiology. 2020 May 1
• 35 citations
  Deep Learning AI Applications in the Imaging of Glioma.
  Avraham B Zlochower, Daniel S. Chow, Peter D. Chang, Deepak Khatri, John A. Boockvar, Christopher G. Filippi> ;Topics in Magnetic Resonance Imaging. 2020 Apr 1
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