Enhancing Scientific Image Classification through Multimodal Learning: Insights from Chest X-Ray and Atomic Force Microscopy Datasets

Author:

Meshnick David C.1,Shahini Nahal2,Ganguly Debargha2,Wu Yinghui2,French Roger H.2,Chaudhary Vipin2

Affiliation:

1. Lawrence Livermore National Lab,Livermore,USA

2. Case Western Reserve University,Cleveland,USA

Funder

Lawrence Livermore National Laboratory

Publisher

IEEE

Reference30 articles.

1. An introduction to convolutional neural networks;O’Shea;arXiv preprint arXiv:1511.08458,2015

2. An image is worth 16x16 words: Transformers for image recognition at scale;Dosovitskiy;arXiv preprint arXiv:2010.11929,2020

3. ImageNet: A large-scale hierarchical image database

4. Multimodal Image Classification In Fluoropolymer AFM And Chest X-Ray Images;Meshnick

5. CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison

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