Category: Workflow Operations

Get to Know the DSO, Episode 1: Potential for AI in Dementia Care

November 18, 2022

An alternative to the black box: Strategy learning

Taub S, Pianykh OS (2022)

PLoS ONE 17(3): e0264485. 2022

March 18, 2022

Artificial Intelligence Enabling Radiology Reporting

Bizzo BC, Almeida RR, Alkasab TK.

Radiol Clin North Am. 2021 Nov;59(6):1045-1052. doi: 10.1016/j.rcl.2021.07.004. PMID: 34689872

November 1, 2021

Lessons Learned From the Front Lines of Artificial Intelligence Implementation

Alkasab TK, Bizzo BC.

J Am Coll Radiol. 2021 Nov;18(11):1474-1475. doi: 10.1016/j.jacr.2021.09.019. Epub 2021 Oct 9. PMID: 34637776

October 9, 2021

Data Management in Artificial Intelligence-Assisted Radiology Reporting

Bizzo BC, Almeida RR, Alkasab TK.

J Am Coll Radiol. 2021 Nov;18(11):1485-1488. doi: 10.1016/j.jacr.2021.09.017. Epub 2021 Oct 6. PMID: 34624236

October 6, 2021

The Composite Severity Score for Lumbar Spine MRI: a Metric of Cumulative Degenerative Disease Predicts Time Spent on Interpretation and Reporting

Caton MT, Wiggins WF, Pomerantz SR, Andriole KP.

Journal of Digital Imaging 2021

May 23, 2021

Preparing Radiologists to Lead in the Era of Artificial Intelligence: Designing and Implementing a Focused Data Science Pathway for Senior Radiology Residents

Wiggins WF, Caton MT, Magudia K, Glomski SA, George E, Rosenthal MH, Gaviola GC, Andriole KP.

Radiol Artif Intell. 2020;2:e200057

November 4, 2020

Lumbar MRI Reporting Efficiency for Trainees over the Academic Year: An Opportunity for Improving Clinical Workflows in Academic Medical Centers

Caton MT, Wiggins WF, Pomerantz SR, Andriole KP.

J Am Coll Radiol. 2021;18:428–434

September 8, 2020

Initial Experience Integrating a Hands-On Innovation Curriculum into a Radiology Residency Program and Department

Succi MD, Zamarron BF, Fintlemann FJ, Andriole KP, Ottensmeyer MP, Whitehead DC, Harris GJ, McLoud TC, Brink JA, Gee MS, Uppot RN.

Journal of the American College of Radiology: JACR 17(10)1329-1333. April 17, 2020

April 17, 2020

An Overview and Case Study of the Clinical AI Model Development life Cycle for Healthcare Systems

Lu C, Wright B, Stout J, Gauriau R, Macruz F, Buch V, Andriole KP.

ICLR 2020 AI for Affordable Healthcare##. In Press 2020

March 26, 2020

DeepAAA: Clinically Applicable and Generalizable Detection of Abdominal Aortic Aneurysm Using Deep Learning

Lu JT, Brooks R, Hahn S, Chen J, Buch JV, Kotecha G, Andriole KP, Ghoshhajra B, Pinto J, Vozila P, Michalski MH, Tenenholtz N.

MICCAI 2019 Lecture Notes in Computer Science, vol 11765, pp 723-731

October 10, 2019

Deep Learning for Acute Ischemic Stroke on Diffusion MRI: Performance Analysis in a Consecutive Cohort

Bizzo B, Bridge C, Gauriau R, Wiggins WF, Caton MT, Hillis J, Wright B, Tenenholtz NA, Andriole KP, Michalski M, Gonzalez RG.

Stroke vol. 50, February 2019

January 30, 2019

Challenges Related to Artificial Intelligence Research in Medical Imaging and the Importance of Image Analysis Competitions

Prevedello LM, Halabi SS, Shih G, Wu, CC, Kohli MD, Chokshi, Erickson BJ, Kalpathy-Cramer J, Andriole KP, Flanders AE.

Radiology: Artificial Intelligence 2019, Published Online:Jan 30 2019

January 30, 2019

The Need for a Machine Learning Curriculum for Radiologists

Wood MJ, Tenenholtz NA, Geis JR, Michalski MH, Andriole KP.

J Am Coll Radiol. 2018; 740-742. pii: S1546-1440(18)31300-0. doi: 10.1016/j.jacr.2018.10.008. Epub 2018 October PMID:30528932

December 7, 2018

Implementing the DICOM Standard for Digital Pathology

Herrmann MD, Clunie DA, Fedorov A, Doyle SW, Pieper S, Klepeis V, Le LP, Mutter GL, Milstone DS, Schultz TJ, Kikinis R, Kotecha GK, Hwang DH, Andriole KP, Iafrate AJ, Brink JA, Boland GW, Dreyer KJ, Michalski M, Golden JA, Louis DN, Lennerz JK.

J Pathol Inform. 2018 Nov 2;9:37. doi: 10.4103/jpi.jpi_42_18. eCollection 2018. PMID: 30533276

November 2, 2018

Fully Automated Analysis of Body Composition from CT in Cancer Patients Using Convolutional Neural Networks

Bridge CP, Rosenthal M, Wright B, Kotecha GK, Fintelmann F, Troschel F, Miskin N, Desai K, Wrobel W, Babic A, Khalaf N, Brais L, Welch M, Zellers C, Tenenholtz N, Michalski MH, Wolpin B, Andriole KP.

MICCAI Workshop on Clinical Image-Based Procedures: Translational Research in Medical Imaging. CLIP Lecture Notes in Computer Science, vol 11041:204-213, Epub. 2018 October 2. Springer, Cham

October 2, 2018

Semiautomated System for Nonurgent Clinically Significant Pathology Results

O'Connor SD, Khorasani R, Pochebit SM, Lacson R, Andriole KP, Dalal AK.

Applied Clinical Informatics 2018; 9 (02), 411-421

April 13, 2018

Machine Learning in Radiology: Applications beyond Image Interpretation

Lakhani P, Prater AB, Hutson RK, Andriole KP, Dreyer KJ, Morey J, Prevedello LM, Clark TJ, Geis JR, Itri JN, Hawkins CM.

J Am Coll Radiol. 2018 Feb;15(2):350-359. doi: 10.1016/j.jacr.2017.09.044. Epub 2017 Nov 17. PMID:29158061

February 15, 2018

Quality Improvement of Breast Magnetic Resonance Imaging Reports with Standardized Templates for Structured Reporting

Sippo DA, Birdwell, RL, Andriole KP, Raza S.

J American College of Radiology JACR 2017; 14(4):517-520

September 24, 2017

Creation of an Open Framework for Point-of-Care Computer-Assisted Reporting and Decision Support Tools for Radiologists

Almeida RR, Bizzo BC, Singh R, Andriole KP, Alkasab T.

J Am Coll Radiol. 2017 Sep;14(9):1184-1189. doi: 10.1016/j.jacr.2017.04.031.

June 23, 2017

Clinical Applications of a CT Window Blending Algorithm: RADIO (Relative Attenuation-Dependent Image Overlay)

Mandel J, Khurana B, Smith SK, Dunne R, Hyun H, Andriole KP.

Journal of Digital Imaging JDI 2017; 30(3):358-368

January 17, 2017

The Standardized Exposure Index for Digital Radiography: An Opportunity for Optimization of Radiation Dose to the Pediatric Population

Ng KH, Wong JHD, Clarke GD, Allisy-Roberts P, Williams J, Burgess AE, Bushberg JT, Seibert JA, Leidholdt EMJ, Boone JM, Dance DR, Christofides S, Maidment ADA, McLean ID, Dendy PP, Heaton B, Tan SK, Borras C, Norweck JT, Andriole KP, et al.

Problems and Solutions in Medical Physics. 2018; 16:1-7

April 14, 2011