In silico

Inter-Slice Representation Outweighs Bounding-Box Supervision Extent in Lightweight 2.5D Pulmonary Nodule Detection: A Whole-Volume Benchmark on LUNA16

Figure 1. Preprocessing and study design.
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Figure 1. Preprocessing and study design.Preprocessing and study design.Chou et al. · CC BY

Diagnostics

Abstract

Background/Objectives: Lightweight detectors are attractive for high-throughput low-dose CT lung-cancer screening, yet the training-time choices governing their accuracy are usually fixed without justification, as is the protocol used to evaluate them.

The paper

Ministry of Health and Welfare · National Yunlin University of Science and Technology

Diagnostics · 19 Sep 2026 · CC BY

doi.org/10.3390/diagnostics16183038PubMed 42793823

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