Table Recognition from Medical Insurance Claims

Medical insurance claims usually require the review of various medical receipts. However, it’s challenging to recognize table contents from medical receipts because of various form for-mat and printing quality. In this paper, we propose a color-wise context-splitting Transformer-based table recognition method for recognizing table contents from medical insurance claim receipts containing some handwritten invoice amounts under red stamps.

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Publication Details

Published
2024-12-03
DOI
https://doi.org/10.1109/bibm62325.2024.10822123
Primary Topic
Handwritten Text Recognition Techniques
Type
article
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article

Table Recognition from Medical Insurance Claims

Zhiqiang Xiang
Handwritten Text Recognition Techniques
article

Table Recognition from Medical Insurance Claims

Zhiqiang Xiang
article en

Abstract

Medical insurance claims usually require the review of various medical receipts. However, it’s challenging to recognize table contents from medical receipts because of various form for-mat and printing quality. In this paper, we propose a color-wise context-splitting Transformer-based table recognition method for recognizing table contents from medical insurance claim receipts containing some handwritten invoice amounts under red stamps.

Decent work and economic growth
Openalex Percentile: Top 75%
Handwritten Text Recognition Techniques
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Table Recognition from Medical Insurance Claims — Zhiqiang Xiang · (2024) | TGRS Research Map | TGRS