User profiles for "author:Jiarong Ye"

Jiarong Ye

Pennsylvania State University
Verified email at psu.edu
Cited by 232

Selective synthetic augmentation with HistoGAN for improved histopathology image classification

Y Xue, J Ye, Q Zhou, LR Long, S Antani, Z Xue… - Medical image …, 2021 - Elsevier
Histopathological analysis is the present gold standard for precancerous lesion diagnosis.
The goal of automated histopathological classification from digital images requires …

Rapid biomarker screening of Alzheimer's disease by interpretable machine learning and graphene-assisted Raman spectroscopy

Z Wang, J Ye, K Zhang, L Ding, T Granzier-Nakajima… - ACS …, 2022 - ACS Publications
The study of Alzheimer's disease (AD), the most common cause of dementia, faces
challenges in terms of understanding the cause, monitoring the pathogenesis, and …

HOXC Cluster Antisense RNA 3, a Novel Long Non-Coding RNA as an Oncological Biomarker and Therapeutic Target in Human Malignancies

Y Xie, J Ye, H Luo - OncoTargets and Therapy, 2023 - Taylor & Francis
Abstract HOXC cluster antisense RNA 3 (HOXC-AS3) is a novel long noncoding RNA
(lncRNA) that exhibits aberrant expression patterns in various cancer types. Its expression is …

Synthetic augmentation and feature-based filtering for improved cervical histopathology image classification

Y Xue, Q Zhou, J Ye, LR Long, S Antani… - … Image Computing and …, 2019 - Springer
Cervical intraepithelial neoplasia (CIN) grade of histopathology images is a crucial indicator
in cervical biopsy results. Accurate CIN grading of epithelium regions helps pathologists with …

Properties and performance of hybrid suspensions of MPCM/nanoparticles for LED thermal management

S Mo, J Ye, L Jia, Y Chen - Energy, 2022 - Elsevier
Mono suspensions of either nanoparticles or microencapsulated phase change material
(MPCM) capsules (microcapsules) have shown superior thermophysical properties and heat …

Experimental performance of a LED thermal management system with suspended microencapsulated phase change material

J Ye, S Mo, L Jia, Y Chen - Applied Thermal Engineering, 2022 - Elsevier
Effective thermal management is crucial for electronic devices, while microencapsulated
phase change material (MPCM) has great potential in the field of electronic heat dissipation …

Fabrication of novel flower-like Co3O4 structures assembled by single-crystalline porous nanosheets for enhanced xylene sensing properties

K Xu, L Yang, J Zou, Y Yang, Q Li, Y Qu, J Ye… - Journal of Alloys and …, 2017 - Elsevier
In this paper, novel flower-like Co 3 O 4 structures have been fabricated by an ethylene
glycol (EG) mediated solvothermal with the co-assistant of water and polyvinyl pyrrolidone …

Synthetic augmentation with large-scale unconditional pre-training

J Ye, H Ni, P Jin, SX Huang, Y Xue - International Conference on Medical …, 2023 - Springer
Deep learning based medical image recognition systems often require a substantial amount
of training data with expert annotations, which can be expensive and time-consuming to …

Synthetic sample selection via reinforcement learning

J Ye, Y Xue, LR Long, S Antani, Z Xue… - … Image Computing and …, 2020 - Springer
Synthesizing realistic medical images provides a feasible solution to the shortage of training
data in deep learning based medical image recognition systems. However, the quality …

Accurate virus identification with interpretable Raman signatures by machine learning

J Ye, YT Yeh, Y Xue, Z Wang… - Proceedings of the …, 2022 - National Acad Sciences
Rapid identification of newly emerging or circulating viruses is an important first step toward
managing the public health response to potential outbreaks. A portable virus capture device …