Nathaniel Braman

Orcid: 0000-0001-5603-0821

Affiliations:
  • Case Western Reserve University, Department of Biomedical Engineering, Cleveland, OH, USA


According to our database1, Nathaniel Braman authored at least 12 papers between 2018 and 2022.

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

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2022
Novel Radiomic Measurements of Tumor- Associated Vasculature Morphology on Clinical Imaging as a Biomarker of Treatment Response in Multiple Cancers.
CoRR, 2022

Application of Federated Learning in Medical Imaging.
Proceedings of the Federated Learning, 2022

2021
Deep Orthogonal Fusion: Multimodal Prognostic Biomarker Discovery Integrating Radiology, Pathology, Genomic, and Clinical Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020
Deep learning-based prediction of response to HER2-targeted neoadjuvant chemotherapy from pre-treatment dynamic breast MRI: A multi-institutional validation study.
CoRR, 2020

Computer extracted features related to the spatial arrangement of tumor-infiltrating lymphocytes predict overall survival in epithelial ovarian cancer receiving adjuvant chemotherapy.
Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

Computationally derived cytological image markers for predicting risk of relapse in acute myeloid leukemia patients following bone marrow transplantation.
Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

A combination of intra- and peri-tumoral deep features from prostate bi-parametric MRI can distinguish clinically significant and insignificant prostate cancer.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

2019
Response Estimation Through Spatially Oriented Neural Network and Texture Ensemble (RESONATE).
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Morphology of vascular network in eyes with diabetic macular edema varies based on tolerance of aflibercept treatment interval length: preliminary findings.
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

2018
Disease Detection in Weakly Annotated Volumetric Medical Images using a Convolutional LSTM Network.
CoRR, 2018

Vascular Network Organization via Hough Transform (VaNgOGH): A Novel Radiomic Biomarker for Diagnosis and Treatment Response.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

A deep learning classifier for prediction of pathological complete response to neoadjuvant chemotherapy from baseline breast DCE-MRI.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018


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