output
20212026
most citedMedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification

1k citations

15 papers

cs.CY2026★ 4 cited

AI-PACE: A Framework for Integrating AI into Medical Education

Scott P. McGrath, Katherine K. Kim, Karnjit Johl +2

The integration of artificial intelligence (AI) into healthcare is accelerating, yet medical education has not kept pace with these technological advancements. This paper synthesiz…

cs.CV2025★ 10 cited

Generalizable Pancreas Segmentation via a Dual Self-Supervised Learning Framework

Jun Li, Hongzhang Zhu, Tao Chen +1

Recently, numerous pancreas segmentation methods have achieved promising performance on local single-source datasets. However, these methods don't adequately account for generaliza…

cs.CV2025★ 2 cited

Path and Bone-Contour Regularized Unpaired MRI-to-CT Translation

Teng Zhou, Jax Luo, Yuping Sun +4

Accurate MRI-to-CT translation promises the integration of complementary imaging information without the need for additional imaging sessions. Given the practical challenges associ…

cs.AI2024★ 6 cited

Artificial Intelligence without Restriction Surpassing Human Intelligence with Probability One: Theoretical Insight into Secrets of the Brain with AI Twins of the Brain

Guang-Bin Huang, M. Brandon Westover, Eng-King Tan +11

Artificial Intelligence (AI) has apparently become one of the most important techniques discovered by humans in history while the human brain is widely recognized as one of the mos…

eess.IV2024★ 2 cited

MPBD-LSTM: A Predictive Model for Colorectal Liver Metastases Using Time Series Multi-phase Contrast-Enhanced CT Scans

Xueyang Li, Han Xiao, Weixiang Weng +2

Colorectal cancer is a prevalent form of cancer, and many patients develop colorectal cancer liver metastasis (CRLM) as a result. Early detection of CRLM is critical for improving…

cs.CV2024★ 4 cited

Symmetric Perception and Ordinal Regression for Detecting Scoliosis Natural Image

Xiaojia Zhu, Rui Chen, Xiaoqi Guo +4

Scoliosis is one of the most common diseases in adolescents. Traditional screening methods for the scoliosis usually use radiographic examination, which requires certified experts…