Chenchan Huang
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View article: ACR Appropriateness Criteria® Staging and Follow-Up of Ovarian Cancer: 2025 Update
ACR Appropriateness Criteria® Staging and Follow-Up of Ovarian Cancer: 2025 Update Open
View article: Development and International Validation of a Deep Learning Model for Predicting Acute Pancreatitis Severity from CT Scans
Development and International Validation of a Deep Learning Model for Predicting Acute Pancreatitis Severity from CT Scans Open
Background and aims Acute pancreatitis (AP) is a common gastrointestinal disease with rising global incidence. While most cases are mild, severe AP (SAP) carries high mortality. Early and accurate severity prediction is crucial for optimal…
View article: Large-scale multi-center CT and MRI segmentation of pancreas with deep learning
Large-scale multi-center CT and MRI segmentation of pancreas with deep learning Open
Automated volumetric segmentation of the pancreas on cross-sectional imaging is needed for diagnosis and follow-up of pancreatic diseases. While CT-based pancreatic segmentation is more established, MRI-based segmentation methods are under…
View article: Free‐breathing time‐resolved 4D MRI with improved T1‐weighting contrast
Free‐breathing time‐resolved 4D MRI with improved T1‐weighting contrast Open
This work proposes MP‐Grasp4D (magnetization‐prepared golden‐angle radial sparse parallel 4D) MRI, a free‐breathing, inversion recovery (IR)‐prepared, time‐resolved 4D MRI technique with improved T1‐weighted contrast. MP‐Grasp4D MRI acquis…
View article: Imaging for Early Detection of Pancreatic Ductal Adenocarcinoma: Updates and Challenges in the Implementation of Screening and Surveillance Programs
Imaging for Early Detection of Pancreatic Ductal Adenocarcinoma: Updates and Challenges in the Implementation of Screening and Surveillance Programs Open
Pancreatic ductal adenocarcinoma (PDA) is one of the most aggressive cancers. It has a poor 5-year survival rate of 12%, partly because most cases are diagnosed at advanced stages, precluding curative surgical resection. Early-stage PDA ha…
View article: Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning
Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning Open
Automated volumetric segmentation of the pancreas on cross-sectional imaging is needed for diagnosis and follow-up of pancreatic diseases. While CT-based pancreatic segmentation is more established, MRI-based segmentation methods are under…
View article: The Pancreatic Cancer Early Detection (PRECEDE) Study is a Global Effort to Drive Early Detection: Baseline Imaging Findings in High-Risk Individuals
The Pancreatic Cancer Early Detection (PRECEDE) Study is a Global Effort to Drive Early Detection: Baseline Imaging Findings in High-Risk Individuals Open
Background: Pancreatic adenocarcinoma (PC) is a highly lethal malignancy with a survival rate of only 12%. Surveillance is recommended for high-risk individuals (HRIs), but it is not widely adopted. To address this unmet clinical need and …
View article: Feasibility of Accelerated Prostate Diffusion-Weighted Imaging on 0.55 T MRI Enabled With Random Matrix Theory Denoising
Feasibility of Accelerated Prostate Diffusion-Weighted Imaging on 0.55 T MRI Enabled With Random Matrix Theory Denoising Open
Introduction Prostate cancer diffusion weighted imaging (DWI) MRI is typically performed at high-field strength (3.0 T) in order to overcome low signal-to-noise ratio (SNR). In this study, we demonstrate the feasibility of prostate DWI at …
View article: Diagnostic Accuracy of Unenhanced Computed Tomography for Evaluation of Acute Abdominal Pain in the Emergency Department
Diagnostic Accuracy of Unenhanced Computed Tomography for Evaluation of Acute Abdominal Pain in the Emergency Department Open
Importance Intravenous (IV) contrast medium is sometimes withheld due to risk of complication or lack of availability in patients undergoing computed tomography (CT) for abdominal pain. The risk from withholding contrast medium is understu…
View article: Kz-accelerated variable-density stack-of-stars MRI
Kz-accelerated variable-density stack-of-stars MRI Open
View article: ACR Appropriateness Criteria® Staging and Follow-up of Primary Vaginal Cancer
ACR Appropriateness Criteria® Staging and Follow-up of Primary Vaginal Cancer Open
View article: Diagnostic abdominal MR imaging on a prototype low-field 0.55 T scanner operating at two different gradient strengths
Diagnostic abdominal MR imaging on a prototype low-field 0.55 T scanner operating at two different gradient strengths Open
View article: GRASP‐Pro: imProving GRASP DCE‐MRI through self‐calibrating subspace‐modeling and contrast phase automation
GRASP‐Pro: imProving GRASP DCE‐MRI through self‐calibrating subspace‐modeling and contrast phase automation Open
Purpose To propose a highly accelerated, high‐resolution dynamic contrast‐enhanced MRI (DCE‐MRI) technique called GRASP‐Pro (golden‐angle radial sparse parallel imaging with imProved performance) through a joint sparsity and self‐calibrati…