output
19992025
most citedA systematic study of the class imbalance problem in convolutional neural networks

3.1k citations

Showing 2023Show all

6 papers · 1 filter

cs.CV2023★ 14 cited

The TopCoW Challenge -- Topology-Aware Circle of Willis Segmentation for CT and MR Angiography

Kaiyuan Yang, Fabio Musio, Yihui Ma +112

The Circle of Willis (CoW) is an important network of arteries connecting major circulations of the brain. Its vascular architecture is believed to influence the risk, severity, an…

physics.med-ph2023★ 2 cited

Study of linear energy transfer effect on rib fracture in breast patients receiving pencil-beam-scanning proton therapy

Yunze Yang, Kimberly R. Gergelis, Jiajian Shen +8

Purpose: To study the effect of proton linear energy transfer (LET) on rib fracture in breast cancer patients treated with pencil-beam scanning proton therapy (PBS) using a novel t…

eess.IV2023★ 5 cited

Improving Image Classification of Knee Radiographs: An Automated Image Labeling Approach

Jikai Zhang, Carlos Santos, Christine Park +2

Large numbers of radiographic images are available in knee radiology practices which could be used for training of deep learning models for diagnosis of knee abnormalities. However…

eess.IV2023★ 38 cited

The Brain Tumor Segmentation (BraTS) Challenge 2023: Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa)

Maruf Adewole, Jeffrey D. Rudie, Anu Gbadamosi +48

Gliomas are the most common type of primary brain tumors. Although gliomas are relatively rare, they are among the deadliest types of cancer, with a survival rate of less than 2 ye…

physics.optics2023★ 20 cited

Tensorial tomographic Fourier Ptychography with applications to muscle tissue imaging

Shiqi Xu, Xiang Dai, Paul Ritter +11

We report Tensorial tomographic Fourier Ptychography (ToFu), a new non-scanning label-free tomographic microscopy method for simultaneous imaging of quantitative phase and anisotro…

quant-ph2023★ 31 cited

Seeking a quantum advantage with trapped-ion quantum simulations of condensed-phase chemical dynamics

Mingyu Kang, Hanggai Nuomin, Sutirtha N. Chowdhury +8

Simulating the quantum dynamics of molecules in the condensed phase represents a longstanding challenge in chemistry. Trapped-ion quantum systems may serve as a platform for the an…