Katherine P. Andriole

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 24

Top Topics

Convolutional Neural Network

Weakly Supervised

Abdominal Aortic Aneurysm

Top Venues

J. Digit. Imaging

J. Am. Medical Informatics Assoc.

Publications

James M. Hillis, Jacob J. Visser, Edward R. Scheffer Cliff, Kelly van der Geest-Aspers, Bernardo C. Bizzo, Keith J. Dreyer, Jeremias Adams-Prassl, Katherine P. Andriole
The lucent yet opaque challenge of regulating artificial intelligence in radiology. npj Digit. Medicine 7 (1) (2024)
Paras Lakhani, J. Mongan, C. Singhal, Q. Zhou, Katherine P. Andriole, William F. Auffermann, Prasanth Prasanna, T. X. Pham, Michael Peterson, P. J. Bergquist, Tessa Sundaram Cook, S. F. Ferraciolli, G. C. A. Corradi, MS Takahashi, C. S. Workman, Maansi R. Parekh, S. I. Kamel, Joaquin Galant, A. Mas-Sanchez, E. C. Benítez, M. Sánchez-Valverde, L. Jaques, M. Panadero, M. Vidal, M. Culiañez-Casas, D. Angulo-Gonzalez, Steve G. Langer, María de la Iglesia-Vayá, George Shih
The 2021 SIIM-FISABIO-RSNA Machine Learning COVID-19 Challenge: Annotation and Standard Exam Classification of COVID-19 Chest Radiographs. J. Digit. Imaging 36 (1) (2023)
Matthew A. Haber, Giorgio Pietro Biondetti, Romane Gauriau, Donnella S. Comeau, John K. Chin, Bernardo C. Bizzo, Julia Strout, Alexandra J. Golby, Katherine P. Andriole
Detection of idiopathic normal pressure hydrocephalus on head CT using a deep convolutional neural network. Neural Comput. Appl. 35 (13) (2023)
David A. Clunie, Adam E. Flanders, Adam Taylor, Bradley James Erickson, Brian Bialecki, David Brundage, David Gutman, Fred W. Prior, J. Anthony Seibert, John H. Perry, Judy Wawira Gichoya, Justin S. Kirby, Katherine P. Andriole, Luke Geneslaw, Steve Moore, TJ Fitzgerald, Wyatt M. Tellis, Ying Xiao
Report of the Medical Image De-Identification (MIDI) Task Group - Best Practices and Recommendations. CoRR (2023)
Vladimir I. Valtchinov, Shawn N. Murphy, Ronilda Lacson, Nikolay Ikonomov, Bingxue K. Zhai, Katherine P. Andriole, Justin F. Rousseau, Dick Hanson, Isaac S. Kohane, Ramin Khorasani
Analytics to monitor local impact of the Protecting Access to Medicare Act's imaging clinical decision support requirements. J. Am. Medical Informatics Assoc. 29 (11) (2022)
Kirti Magudia, Christopher P. Bridge, Katherine P. Andriole, Michael H. Rosenthal
The Trials and Tribulations of Assembling Large Medical Imaging Datasets for Machine Learning Applications. J. Digit. Imaging 34 (6) (2021)
Michael Travis Caton, Walter F. Wiggins, Stuart R. Pomerantz, Katherine P. Andriole
The Composite Severity Score for Lumbar Spine MRI: a Metric of Cumulative Degenerative Disease Predicts Time Spent on Interpretation and Reporting. J. Digit. Imaging 34 (4) (2021)
Walter F. Wiggins, M. Travis Caton, Kirti Magudia, Michael H. Rosenthal, Katherine P. Andriole
A Conference-Friendly, Hands-on Introduction to Deep Learning for Radiology Trainees. J. Digit. Imaging 34 (4) (2021)
Giorgio Pietro Biondetti, Romane Gauriau, Christopher P. Bridge, Charles Lu, Katherine P. Andriole
"Name that manufacturer". Relating image acquisition bias with task complexity when training deep learning models: experiments on head CT. CoRR (2020)
Romane Gauriau, Christopher P. Bridge, Lina Chen, Felipe Kitamura, Neil A. Tenenholtz, John E. Kirsch, Katherine P. Andriole, Mark H. Michalski, Bernardo C. Bizzo
Using DICOM Metadata for Radiological Image Series Categorization: a Feasibility Study on Large Clinical Brain MRI Datasets. J. Digit. Imaging 33 (3) (2020)
Charles Lu, Julia Strout, Romane Gauriau, Bradley Wright, Fabiola Bezerra De Carvalho Marcruz, Varun Buch, Katherine P. Andriole
An Overview and Case Study of the Clinical AI Model Development Life Cycle for Healthcare Systems. CoRR (2020)
Jen-Tang Lu, Rupert Brooks, Stefan Hahn, Jin Chen, Varun Buch, Gopal Kotecha, Katherine P. Andriole, Brian B. Ghoshhajra, Joel Pinto, Paul Vozila, Mark Michalski, Neil A. Tenenholtz
DeepAAA: Clinically Applicable and Generalizable Detection of Abdominal Aortic Aneurysm Using Deep Learning. MICCAI (2) (2019)
Neil Deshmukh, Bernardo Bizzo, Selin Gumustop, Romane Gauriau, Varun Buch, Bradley Wright, Christopher P. Bridge, Ram C. Naidu, Katherine P. Andriole
Semi-Supervised Natural Language Approach for Fine-Grained Classification of Medical Reports. CoRR (2019)
Jen-Tang Lu, Rupert Brooks, Stefan Hahn, Jin Chen, Varun Buch, Gopal Kotecha, Katherine P. Andriole, Brian B. Ghoshhajra, Joel Pinto, Paul Vozila, Mark Michalski, Neil A. Tenenholtz
DeepAAA: clinically applicable and generalizable detection of abdominal aortic aneurysm using deep learning. CoRR (2019)
Stefano Pedemonte, Bernardo Bizzo, Stuart R. Pomerantz, Neil A. Tenenholtz, Bradley Wright, Mark Walters, Sean Doyle, Adam McCarthy, Renata Rocha De Almeida, Katherine P. Andriole, Mark Michalski, R. Gilberto Gonzalez
Detection and Delineation of Acute Cerebral Infarct on DWI Using Weakly Supervised Machine Learning. MICCAI (3) (2018)
Hoo-Chang Shin, Neil A. Tenenholtz, Jameson K. Rogers, Christopher G. Schwarz, Matthew L. Senjem, Jeffrey L. Gunter, Katherine P. Andriole, Mark Michalski
Medical Image Synthesis for Data Augmentation and Anonymization Using Generative Adversarial Networks. SASHIMI@MICCAI (2018)
Jen-Tang Lu, Stefano Pedemonte, Bernardo Bizzo, Sean Doyle, Katherine P. Andriole, Mark H. Michalski, R. Gilberto Gonzalez, Stuart R. Pomerantz
Deep Spine: Automated Lumbar Vertebral Segmentation, Disc-Level Designation, and Spinal Stenosis Grading using Deep Learning. MLHC (2018)
Stacy D. O'Connor, Ramin Khorasani, Stephen Pochebit, Ronilda Lacson, Katherine P. Andriole, Anuj K. Dalal
Semiautomated System for Nonurgent, Clinically Significant Pathology Results. Appl. Clin. Inform. 9 (02) (2018)
Christopher P. Bridge, Michael H. Rosenthal, Bradley Wright, Gopal Kotecha, Florian J. Fintelmann, Fabian M. Troschel, Nityanand Miskin, Khanant Desai, William Wrobel, Ana Babic, Natalia Khalaf, Lauren Brais, Marisa Welch, Caitlin Zellers, Neil A. Tenenholtz, Mark Michalski, Brian Wolpin, Katherine P. Andriole
Fully-Automated Analysis of Body Composition from CT in Cancer Patients Using Convolutional Neural Networks. OR 2.0/CARE/CLIP/ISIC@MICCAI (2018)
Jen-Tang Lu, Stefano Pedemonte, Bernardo Bizzo, Sean Doyle, Katherine P. Andriole, Mark H. Michalski, R. Gilberto Gonzalez, Stuart R. Pomerantz
DeepSPINE: Automated Lumbar Vertebral Segmentation, Disc-level Designation, and Spinal Stenosis Grading Using Deep Learning. CoRR (2018)
Hoo-Chang Shin, Neil A. Tenenholtz, Jameson K. Rogers, Christopher G. Schwarz, Matthew L. Senjem, Jeffrey L. Gunter, Katherine P. Andriole, Mark Michalski
Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks. CoRR (2018)
Christopher P. Bridge, Michael H. Rosenthal, Bradley Wright, Gopal Kotecha, Florian J. Fintelmann, Fabian M. Troschel, Nityanand Miskin, Khanant Desai, William Wrobel, Ana Babic, Natalia Khalaf, Lauren Brais, Marisa Welch, Caitlin Zellers, Neil A. Tenenholtz, Mark Michalski, Brian Wolpin, Katherine P. Andriole
Fully-Automated Analysis of Body Composition from CT in Cancer Patients Using Convolutional Neural Networks. CoRR (2018)
Jacob C. Mandell, Bharti Khurana, Les R. Folio, Hyewon Hyun, Stacy E. Smith, Ruth M. Dunne, Katherine P. Andriole
Clinical Applications of a CT Window Blending Algorithm: RADIO (Relative Attenuation-Dependent Image Overlay). J. Digit. Imaging 30 (3) (2017)
Cynthia S. Gadd, Jeffrey J. Williamson, Elaine B. Steen, Katherine P. Andriole, Connie Delaney, Karl Gumpper, Martin LaVenture, Douglas Rosendale, Dean F. Sittig, Thankam Thyvalikakath, Peggy Turner, Douglas B. Fridsma
Eligibility requirements for advanced health informatics certification. J. Am. Medical Informatics Assoc. 23 (4) (2016)
Shawn N. Murphy, Christopher Herrick, Yanbing Wang, Taowei David Wang, Darren Sack, Katherine P. Andriole, Jesse Wei, Nathaniel Reynolds, Wendy Plesniak, Bruce R. Rosen, Steven D. Pieper, Randy L. Gollub
High Throughput Tools to Access Images from Clinical Archives for Research. J. Digit. Imaging 28 (2) (2015)
Mohammad Taherdangkoo, Mohammad Hadi Bagheri, Mehran Yazdi, Katherine P. Andriole
An Effective Method for Segmentation of MR Brain Images Using the Ant Colony Optimization Algorithm. J. Digit. Imaging 26 (6) (2013)
James T. Norweck, J. Anthony Seibert, Katherine P. Andriole, David A. Clunie, Bruce H. Curran, Michael J. Flynn, Elizabeth A. Krupinski, Ralph P. Lieto, Donald J. Peck, Tariq A. Mian, Margaret Wyatt
ACR-AAPM-SIIM Technical Standard for Electronic Practice of Medical Imaging. J. Digit. Imaging 26 (1) (2013)
Dorothy A. Sippo, Graham I. Warden, Katherine P. Andriole, Ronilda Lacson, Ichiro Ikuta, Robyn L. Birdwell, Ramin Khorasani
Automated Extraction of BI-RADS Final Assessment Categories from Radiology Reports with Natural Language Processing. J. Digit. Imaging 26 (5) (2013)
Katherine P. Andriole, Thomas G. Ruckdeschel, Michael J. Flynn, Nicholas J. Hangiandreou, A. Kyle Jones, Elizabeth A. Krupinski, J. Anthony Seibert, S. Jeff Shepard, Alisa Walz-Flannigan, Tariq A. Mian, Matthew S. Pollack, Margaret Wyatt
ACR-AAPM-SIIM Practice Guideline for Digital Radiography. J. Digit. Imaging 26 (1) (2013)
Ronilda Lacson, Katherine P. Andriole, Luciano M. Prevedello, Ramin Khorasani
Information from Searching Content with an Ontology-Utilizing Toolkit (iSCOUT). J. Digit. Imaging 25 (4) (2012)
Bradley James Erickson, Elizabeth A. Krupinski, Katherine P. Andriole
A Multicenter Observer Performance Study of 3D JPEG2000 Compression of Thin-Slice CT. J. Digit. Imaging 23 (5) (2010)
Luciano M. Prevedello, Katherine P. Andriole, Richard Hanson, Pauline Kelly, Ramin Khorasani
Business Intelligence Tools for Radiology: Creating a Prototype Model Using Open-Source Tools. J. Digit. Imaging 23 (2) (2010)
Bradley James Erickson, Jayawant Mandrekar, Liqin Wang, Julia Willamena Patriarche, Brian J. Bartholmai, Christropher P. Wood, E. Paul Lindell, Anne-Marie Sykes, Gordon F. Harms, Rebecca M. Lindell, Katherine P. Andriole
Effect of Automated Image Registration on Radiologist Interpretation. J. Digit. Imaging 20 (2) (2007)
Katherine P. Andriole, Richard L. Morin
Conference. J. Digit. Imaging 19 (1) (2006)
Wyatt M. Tellis, Katherine P. Andriole
Integrating Multiple Clinical Information Systems using the Java Message Service Framework to Enable the Delivery of Urgent Exam Results at the Point of Care. J. Digit. Imaging 18 (4) (2005)
Wyatt M. Tellis, Katherine P. Andriole
Integrating Multiple Clinical Information Systems using the Java Message Service Framework. J. Digit. Imaging 17 (2) (2004)
Katherine P. Andriole, Richard L. Morin, Ronald L. Arenson, John A. Carrino, Bradley James Erickson, Steven C. Horii, David W. Piraino, Bruce I. Reiner, J. Anthony Seibert, Eliot L. Siegel
) Initiative. J. Digit. Imaging 17 (4) (2004)
Steve Langer, Brian J. Bartholmai, Kenneth A. Fetterly, Scott Harmsen, William J. Ryan, Bradley James Erickson, Katherine P. Andriole, John A. Carrino
SCAR R&D Symposium 2003: Comparing the Efficacy of 5-MP CRT Versus 3-MP LCD in the Evaluation of Interstitial Lung Disease. J. Digit. Imaging 17 (3) (2004)
Wyatt M. Tellis, Katherine P. Andriole
Implementing a MIRC Query Interface for a Database Driven Teaching File. J. Digit. Imaging 16 (2) (2003)
Wyatt M. Tellis, Katherine P. Andriole
Implementing a MIRC Interface for a Database Driven Teaching File. AMIA (2003)
Katherine P. Andriole
Chairman's Editorial: The Society for Computer Applications in Radiology Corporate Members. J. Digit. Imaging 15 (4) (2002)
Katherine P. Andriole
Chairman's Letter: Productivity - Workflow Assessment and the Discovery Cycle. J. Digit. Imaging 15 (3) (2002)
Katherine P. Andriole
Editorial. J. Digit. Imaging 15 (2) (2002)
Jeremy C. Durack, Chih-Chien Chao, Derek Stevenson, Katherine P. Andriole, Parvati Dev
The Stanford MediaServer Project: strategies for building a flexible digital media platform to support biomedical education and research. AMIA (2002)
Katherine P. Andriole
Productivity and Cost Assessment of Computed Radiography, Digital Radiography, and Screen-Film for Outpatient Chest Examinations. J. Digit. Imaging 15 (3) (2002)
David E. Avrin, Katherine P. Andriole, Lloyd Yin, Robert G. Gould, Ronald L. Arenson
A hierarchical storage management (HSM) scheme for cost-effective on-line archival using lossy compression. J. Digit. Imaging 14 (1) (2001)
Katherine P. Andriole, David E. Avrin, Lloyd Yin, Robert G. Gould, Ronald L. Arenson
PACS databases and enrichment of the folder manager concept. J. Digit. Imaging 13 (1) (2000)
Ronald L. Arenson, Katherine P. Andriole, David E. Avrin, Robert G. Gould
Computers in imaging and health care: Now and in the future. J. Digit. Imaging 13 (4) (2000)
H. K. Huang, Albert W. K. Wong, Andrew S. L. Lou, Todd M. Bazzill, Katherine P. Andriole, Jianguo Zhang, Jun Wang, Joseph K. Lee
Clinical experience with a second-generation hospital-integrated picture archiving and communication system. J. Digit. Imaging 9 (4) (1996)
H. K. Huang, Katherine P. Andriole, Todd M. Bazzill, Shieh-Liang Lou, Albert W. K. Wong, Ronald L. Arenson
Design and implementation of a picture archiving and communication system: The second time. J. Digit. Imaging 9 (2) (1996)