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Prompt-mamba filtering networks for accurate hepatocellular carcinoma lesion segmentation in abdominal CT.

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Title: Prompt-mamba filtering networks for accurate hepatocellular carcinoma lesion segmentation in abdominal CT.
Authors: Xia L; Department of Hepatobiliary Surgery, Hohhot First Hospital, Hohhot, Inner Mongolia, China.; Department of Hepatobiliary Surgery, Inner Mongolia Autonomous Region People's Hospital, Hohhot, Inner Mongolia, China., Chen HY; Department of Radiation Oncology, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China., Cao YW; Department of General Surgery, The Third Affiliated Hospital of Southern Medical University, Guangzhou, Guangdong, China., Gan CQ; School of Cyber Security and Information Law, Chongqing University of Posts and Telecommunication, Chongqing, China., Zhao JZ; Department of Oncology Science, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA., Zheng WH; Department of Hepatobiliary Surgery, Hohhot First Hospital, Hohhot, Inner Mongolia, China., Jia H; Department of Hepatobiliary Surgery, Hohhot First Hospital, Hohhot, Inner Mongolia, China., Jiang S; Department of Hepatobiliary Surgery, Hohhot First Hospital, Hohhot, Inner Mongolia, China., Li X; Department of Hepatobiliary Surgery, Hohhot First Hospital, Hohhot, Inner Mongolia, China., Li H; Department of Hepatic Surgery and Liver Transplantation Center, The Third Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China. lihua3@mail.sysu.edu.cn., Tu YN; Department of Hepatobiliary Surgery, Guangzhou Institute of Cancer Research, the Affiliated Cancer Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China. tuyinuo@gzhmu.edu.cn., Zhang JJ; Department of Hepatobiliary Surgery, Hohhot First Hospital, Hohhot, Inner Mongolia, China. zhang.jj@vip.163.com.; Inner Mongolia Key Laboratory of Allergic Diseases, Foundational and Translational Medical Research Center, Hohhot First Hospital, Hohhot, Inner Mongolia, China. zhang.jj@vip.163.com.
Source: NPJ digital medicine [NPJ Digit Med] 2026 Jan 27; Vol. 9 (1). Date of Electronic Publication: 2026 Jan 27.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101731738 Publication Model: Electronic Cited Medium: Internet ISSN: 2398-6352 (Electronic) Linking ISSN: 23986352 NLM ISO Abbreviation: NPJ Digit Med Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Prompt-mamba filtering networks for accurate hepatocellular carcinoma lesion segmentation in abdominal CT.
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  Data: <searchLink fieldCode="AU" term="%22Xia+L%22">Xia L</searchLink>; Department of Hepatobiliary Surgery, Hohhot First Hospital, Hohhot, Inner Mongolia, China.; Department of Hepatobiliary Surgery, Inner Mongolia Autonomous Region People's Hospital, Hohhot, Inner Mongolia, China.<br /><searchLink fieldCode="AU" term="%22Chen+HY%22">Chen HY</searchLink>; Department of Radiation Oncology, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China.<br /><searchLink fieldCode="AU" term="%22Cao+YW%22">Cao YW</searchLink>; Department of General Surgery, The Third Affiliated Hospital of Southern Medical University, Guangzhou, Guangdong, China.<br /><searchLink fieldCode="AU" term="%22Gan+CQ%22">Gan CQ</searchLink>; School of Cyber Security and Information Law, Chongqing University of Posts and Telecommunication, Chongqing, China.<br /><searchLink fieldCode="AU" term="%22Zhao+JZ%22">Zhao JZ</searchLink>; Department of Oncology Science, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA.<br /><searchLink fieldCode="AU" term="%22Zheng+WH%22">Zheng WH</searchLink>; Department of Hepatobiliary Surgery, Hohhot First Hospital, Hohhot, Inner Mongolia, China.<br /><searchLink fieldCode="AU" term="%22Jia+H%22">Jia H</searchLink>; Department of Hepatobiliary Surgery, Hohhot First Hospital, Hohhot, Inner Mongolia, China.<br /><searchLink fieldCode="AU" term="%22Jiang+S%22">Jiang S</searchLink>; Department of Hepatobiliary Surgery, Hohhot First Hospital, Hohhot, Inner Mongolia, China.<br /><searchLink fieldCode="AU" term="%22Li+X%22">Li X</searchLink>; Department of Hepatobiliary Surgery, Hohhot First Hospital, Hohhot, Inner Mongolia, China.<br /><searchLink fieldCode="AU" term="%22Li+H%22">Li H</searchLink>; Department of Hepatic Surgery and Liver Transplantation Center, The Third Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China. lihua3@mail.sysu.edu.cn.<br /><searchLink fieldCode="AU" term="%22Tu+YN%22">Tu YN</searchLink>; Department of Hepatobiliary Surgery, Guangzhou Institute of Cancer Research, the Affiliated Cancer Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China. tuyinuo@gzhmu.edu.cn.<br /><searchLink fieldCode="AU" term="%22Zhang+JJ%22">Zhang JJ</searchLink>; Department of Hepatobiliary Surgery, Hohhot First Hospital, Hohhot, Inner Mongolia, China. zhang.jj@vip.163.com.; Inner Mongolia Key Laboratory of Allergic Diseases, Foundational and Translational Medical Research Center, Hohhot First Hospital, Hohhot, Inner Mongolia, China. zhang.jj@vip.163.com.
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  Data: <searchLink fieldCode="JN" term="%22101731738%22">NPJ digital medicine</searchLink> [NPJ Digit Med] 2026 Jan 27; Vol. 9 (1). <i>Date of Electronic Publication: </i>2026 Jan 27.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Publishing+Group%22">Nature Publishing Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101731738 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2398-6352 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2223986352%22">23986352 </searchLink><i>NLM ISO Abbreviation: </i>NPJ Digit Med <i>Subsets: </i>PubMed not MEDLINE
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              Text: 2026 Jan 27
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