Nathan R. Jacobs - Publications

Enhancing Estimation of Fine Particulate Matter Chemical Composition across North America by Including Geophysical A Priori Information in Deep Learning with Uncertainty Quantification.

Journal: ACS ES&T air

Published: July 03, 2025

Prompt-guided and multimodal landscape scenicness assessments with vision-language models.

Journal: PloS one

Published: November 30, 2023

Enhancing Global Estimation of Fine Particulate Matter Concentrations by Including Geophysical a Priori Information in Deep Learning.

Journal: ACS ES&T air

Published: October 12, 2023

Self-Supervised Learning Application on COVID-19 Chest X-ray Image Classification Using Masked AutoEncoder.

Journal: Bioengineering (Basel, Switzerland)

Published: May 28, 2023

Efficient Training on Alzheimer's Disease Diagnosis with Learnable Weighted Pooling for 3D PET Brain Image Classification.

Journal: Electronics

Published: February 13, 2023

Alzheimer's Disease Classification Using 2D Convolutional Neural Networks.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 11, 2021

Multi-Modal Data Analysis for Alzheimer's Disease Diagnosis: An Ensemble Model Using Imagery and Genetic Features.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 11, 2021

Development of CNN models for the enteral feeding tube positioning assessment on a small scale data set.

Journal: BMC medical imaging

Published: September 29, 2021

Weakly-Supervised Self-Training for Breast Cancer Localization.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: October 06, 2020

Dynamic Image for 3D MRI Image Alzheimer's Disease Classification.

Journal: Computer vision - ECCV ... : ... European Conference on Computer Vision : proceedings. European Conference on Computer Vision

Published: August 01, 2020

β-amyloid and tau drive early Alzheimer's disease decline while glucose hypometabolism drives late decline.

Journal: Communications biology

Published: December 27, 2019

Inconsistent Performance of Deep Learning Models on Mammogram Classification.

Journal: Journal of the American College of Radiology : JACR

Published: October 22, 2019