Steve Deppen

Affiliations:
  • Vanderbilt University Medical Center, Nashville, TN, USA


According to our database1, Steve Deppen authored at least 15 papers between 2019 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2022
Measurement of provider fidelity to immunization guidelines: a mixed-methods study on the feasibility of documenting patient refusals of the human papillomavirus vaccine.
BMC Medical Informatics Decis. Mak., 2022

Reducing uncertainty in cancer risk estimation for patients with indeterminate pulmonary nodules using an integrated deep learning model.
Comput. Biol. Medicine, 2022

Extending the value of routine lung screening CT with quantitative body composition assessment.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

2021
A retrospective approach to evaluating potential adverse outcomes associated with delay of procedures for cardiovascular and cancer-related diagnoses in the context of COVID-19.
J. Biomed. Informatics, 2021

Technical Report: Quality Assessment Tool for Machine Learning with Clinical CT.
CoRR, 2021

Development and characterization of a chest CT atlas.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Deep multi-path network integrating incomplete biomarker and chest CT data for evaluating lung cancer risk.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Lung Cancer Risk Estimation with Incomplete Data: A Joint Missing Imputation Perspective.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Image-based Phenotyping for Risk Stratification in the National Lung Screening Trial.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Intrinsic Evaluation of Contextual and Non-contextual Word Embeddings using Radiology Reports.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020
Time-distanced gates in long short-term memory networks.
Medical Image Anal., 2020

Multi-path x-D recurrent neural networks for collaborative image classification.
Neurocomputing, 2020

Internal-transfer weighting of multi-task learning for lung cancer detection.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

2019
Incrementally Transforming Electronic Medical Records into the Observational Medical Outcomes Partnership Common Data Model: A Multidimensional Quality Assurance Approach.
Appl. Clin. Inform., 2019

Distanced LSTM: Time-Distanced Gates in Long Short-Term Memory Models for Lung Cancer Detection.
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019


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