Sci2Txt: Automated report generation of low-resolution SPECT bone scintigrams using spatial-position-aware and hierarchical features.

Qiang Lin 0001 Northwest Minzu University, School of Mathematics and Computer Science, Lanzhou, China Northwestern Polytechnical University, School of Computer Science, Shaanxi Key Lab of Embedded System Technology, Xi'an, China https://orcid.org/0000-0002-3842-2634 https://www.wikidata.org/entity/Q104059536 Qiang Lin Qiang Lin 0002 Fujitsu Research and Development Center, China Qiang Lin 0003 West Virginia University, Morgantown, WV, USA

Tao Song Qiang Lin 0001 Xianwu Zeng Yongchun Cao Zhengxing Man Caihong Liu Zhengqi Cai Chun Gui Xiaodi Huang 0001 Sci2Txt: Automated report generation of low-resolution SPECT bone scintigrams using spatial-position-aware and hierarchical features. 108359 2026 111 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2025.108359 db/journals/bspc/bspc111.html#SongLZCMLCGH26 streams/journals/bspc

Hongqin Xiang Yongchun Cao Qiang Lin 0001 Tongtong Li Jingjun Wei Caihong Liu Zhengqi Cai Xiaodi Huang 0001 Pet-guided CT local enhancement and cross-modality fusion for volumetric lung tumor segmentation. 2026 109977 119 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2026.109977 db/journals/bspc/bspc119.html#XiangCLLWLCH26 streams/journals/bspc

An Xie Qiang Lin 0001 Xianwu Zeng Yongchun Cao Zhengxing Man Caihong Liu Zhengqi Cai Xiaodi Huang 0001 Fusion of deep and manual features for improved generation of large-size, low-resolution functional medical images. 2026 114361 172 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2026.114361 db/journals/eaai/eaai172.html#XieLZCMLCH26 streams/journals/eaai

Ailing Xie Qiang Lin 0001 Xianwu Zeng Yongchun Cao Caihong Liu Xiaodi Huang 0001 SKENet: A spectral and symmetry-guided deep network for bone metastasis segmentation in SPECT imaging. 130451 2026 301 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.130451 db/journals/eswa/eswa301.html#XieLZCLH26 streams/journals/eswa

Shun Yin Qiang Lin 0001 Jingjun Wei Yongchun Cao Tongtong Li Caihong Liu Zhengqi Cai Ziyang Zhao Xiaodi Huang 0001 iMamba-Seg: An interactive mamba-based framework for 3d lesion segmentation in low-resolution functional medical images. 2026 116041 343 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2026.116041 db/journals/kbs/kbs343.html#YinLWCLLCZH26 streams/journals/kbs

Yang He Qiang Lin 0001 An Xie Xiaoqiang Ma Xianwu Zeng Yongchun Cao Zhengxing Man Xiaodi Huang 0001 BSci-Seg: A bone scintigram segmentation model for accurately detecting and delineating metastasis lesions using convolutional neural networks. 107512 2025 104 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2025.107512 db/journals/bspc/bspc104.html#HeLXMZCMH25 streams/journals/bspc

Yusheng Wu Qiang Lin 0001 Jingjun Wei Yongchun Cao Zhengxing Man Xiaodi Huang 0001 A three-stage segmentation framework for lung cancer lesion isolation in three-dimensional positron emission tomography images. 112507 2025 162 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2025.112507 db/journals/eaai/eaai162.html#WuLWCMH25 streams/journals/eaai

Qiang Lin 0001 Yang He Sihan Guo AI-powered automated analysis of bone scans: A survey. 2025 19 IET Image Process. 1 https://doi.org/10.1049/ipr2.13311 db/journals/iet-ipr/iet-ipr19.html#LinHG25 streams/journals/iet-ipr

Yunlong Zhao Qiang Lin 0001 Junfeng Mao Jingjun Wei Yongchun Cao Zhengxing Man Caihong Liu Jingyan Ma Xiaodi Huang 0001 A Coarse-to-Fine Detection Framework for Automated Lung Tumour Detection From 3D PET/CT Images. 2025 19 IET Image Process. 1 https://doi.org/10.1049/ipr2.70146 db/journals/iet-ipr/iet-ipr19.html#ZhaoLMWCMLMH25 streams/journals/iet-ipr

Yang He Qiang Lin 0001 Zhengxing Man Yongchun Cao Xianwu Zeng Xiaodi Huang 0001 A Two-Stage CNN-Based Method for Enhanced Metastasis Segmentation in SPECT Bone Scans. 2025 2025 Int. J. Intell. Syst. 1 https://doi.org/10.1155/int/3135835 db/journals/ijis/ijis2025.html#HeLMCZH25 streams/journals/ijis

Zhi Wang Qiang Lin 0001 Yaxiong Ma Xiaoke Ma 0001 Local High-Order Graph Learning for Multi-View Clustering. 761-773 2025 April 11 IEEE Trans. Big Data 2 https://doi.org/10.1109/TBDATA.2024.3433525 db/journals/tbd/tbd11.html#WangLMM25 streams/journals/tbd

Yongchun Cao Liangxia Liu Xiaoyan Chen Zhengxing Man Qiang Lin 0001 Xianwu Zeng Xiaodi Huang 0001 Segmentation of lung cancer-caused metastatic lesions in bone scan images using self-defined model with deep supervision. 104068 2023 79 Biomed. Signal Process. Control. Part https://doi.org/10.1016/j.bspc.2022.104068 db/journals/bspc/bspc79.html#CaoLCMLZH23

Qiang Lin 0001 Zhengxing Man Yongchun Cao Haijun Wang Automated Classification of Whole-Body SPECT Bone Scan Images with VGG-Based Deep Networks. 1-8 2023 20 Int. Arab J. Inf. Technol. 1 https://doi.org/10.34028/iajit/20/1/1 db/journals/iajit/iajit20.html#0001MCC23

Ce Zhang Weilan Wang Huaming Liu Guowei Zhang Qiang Lin 0001 Character Detection and Segmentation of Historical Uchen Tibetan Documents in Complex Situations. 25376-25391 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3151886 db/journals/access/access10.html#ZhangWLZL22

Yusheng Hao Weilan Wang Qiang Lin 0001 Incident Retrieval and Recognition in Video Stream Using Wi-Fi Signal. 100208-100222 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3096527 db/journals/access/access9.html#HaoWL21

Qiang Lin 0001 Chuangui Cao Tongtong Li Zhengxing Man Yongchun Cao Haijun Wang dSPIC: a deep SPECT image classification network for automated multi-disease, multi-lesion diagnosis. 122 2021 21 BMC Medical Imaging 1 https://doi.org/10.1186/s12880-021-00653-w db/journals/bmcmi/bmcmi21.html#LinCLMCW21

Qiang Lin 0001 Yusheng Hao Caihong Liu Wi-Fi based non-invasive detection of indoor wandering using LSTM model. 156505 2021 15 Frontiers Comput. Sci. 6 https://doi.org/10.1007/s11704-020-0270-z https://www.wikidata.org/entity/Q120562251 db/journals/fcsc/fcsc15.html#LinHL21

Dongyuan Li Qiang Lin 0001 Xiaoke Ma 0001 Identification of dynamic community in temporal network via joint learning graph representation and nonnegative matrix factorization. 77-90 2021 435 Neurocomputing https://doi.org/10.1016/j.neucom.2021.01.004 db/journals/ijon/ijon435.html#LiLM21

Changzhou Ma Qiang Lin 0001 Yong Lin Xiaoke Ma 0001 Identification of multi-layer networks community by fusing nonnegative matrix factorization and topological structural information. 106666 2021 213 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2020.106666 db/journals/kbs/kbs213.html#MaLLM21

Qiang Lin 0001 Yong Lin Qiang Yu Xiaoke Ma 0001 Clustering of Cancer Attributed Networks via Integration of Graph Embedding and Matrix Factorization. 197463-197472 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3034623 db/journals/access/access8.html#LinLYM20

Qiang Lin 0001 Zhengxing Man Yongchun Cao Tao Deng Chengcheng Han 0003 Chuangui Cao Linjun Zhang Sitao Zeng Ruiting Gao Weilan Wang Jinshui Ji Xiaodi Huang 0001 Classifying functional nuclear images with convolutional neural networks: a survey. 3300-3313 2020 14 IET Image Process. 14 https://doi.org/10.1049/iet-ipr.2019.1690 db/journals/iet-ipr/iet-ipr14.html#LinMCDHCZZGWJH20

Yusheng Hao Jincheng Li Weilan Wang Qiang Lin 0001 An Animal Respiration Monitoring System Based on Channel State Information of Wi-Fi Network. 283-289 2019 ICIT https://doi.org/10.1145/3377170.3377196 https://www.wikidata.org/entity/Q130836900 conf/icit/2019 db/conf/icit/icit2019.html#HaoLWL19

Fengming Zhou Weilan Wang Qiang Lin 0001 A Novel Text Line Segmentation Method Based on Contour Curve Tracking for Tibetan Historical Documents. 1854025:1-1854025:21 2018 32 Int. J. Pattern Recognit. Artif. Intell. 10 https://doi.org/10.1142/S0218001418540253 https://www.wikidata.org/entity/Q130045202 db/journals/ijprai/ijprai32.html#ZhouWL18

Qiang Lin 0001 Xinshuai Liu Weilan Wang GPS Trajectories Based Personalized Safe Geofence for Elders with Dementia. 505-514 2018 SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI https://doi.org/10.1109/SmartWorld.2018.00111 conf/uic/2018 db/conf/uic/uic2018.html#LinLW18

Qiang Lin 0001 Daqing Zhang 0001 Kay Connelly Hongbo Ni Zhiwen Yu 0001 Xingshe Zhou 0001 Disorientation detection by mining GPS trajectories for cognitively-impaired elders. 71-85 2015 19 Pervasive Mob. Comput. https://doi.org/10.1016/j.pmcj.2014.01.003 db/journals/percom/percom19.html#LinZCNYZ15

Qiang Lin 0001 Daqing Zhang 0001 Dongsheng Li Hongbo Ni Xingshe Zhou 0001 Extracting Intra- and Inter-activity Association Patterns from Daily Routines of Elders. 36-44 2013 conf/icost/2013 ICOST https://doi.org/10.1007/978-3-642-39470-6_5 db/conf/icost/icost2013.html#LinZLNZ13 Qiang Lin 0001 Daqing Zhang 0001 Hongbo Ni Xingshe Zhou 0001 Zhiwen Yu 0001 An Integrated Service Platform for Pervasive Elderly Care. 165-172 2012 APSCC https://doi.org/10.1109/APSCC.2012.21 https://doi.ieeecomputersociety.org/10.1109/APSCC.2012.21 conf/apscc/2012 db/conf/apscc/apscc2012.html#LinZNZY12 Qiang Lin 0001 Hongbo Ni Xingshe Zhou 0001 An OSGi-based heath service platform for elderly people. 317-320 2012 Healthcom https://doi.org/10.1109/HealthCom.2012.6379428 conf/healthcom/2012 db/conf/healthcom/healthcom2012.html#LinNZ12 Qiang Lin 0001 Daqing Zhang 0001 Xiaodi Huang 0001 Hongbo Ni Xingshe Zhou 0001 Detecting wandering behavior based on GPS traces for elders with dementia. 672-677 2012 ICARCV https://doi.org/10.1109/ICARCV.2012.6485238 conf/icarcv/2012 db/conf/icarcv/icarcv2012.html#LinZHNZ12 Zhengqi Cai Chuangui Cao Yongchun Cao Xiaoyan Chen Kay Connelly Tao Deng Ruiting Gao Chun Gui Sihan Guo Chengcheng Han 0003 Yusheng Hao Yang He Xiaodi Huang 0001 Jinshui Ji Dongsheng Li Dongyuan Li Jincheng Li Tongtong Li Yong Lin Caihong Liu Huaming Liu Liangxia Liu Xinshuai Liu Changzhou Ma Jingyan Ma Xiaoke Ma 0001 Xiaoqiang Ma Yaxiong Ma Zhengxing Man Junfeng Mao Hongbo Ni Tao Song Haijun Wang Weilan Wang Zhi Wang Jingjun Wei Yusheng Wu Hongqin Xiang Ailing Xie An Xie Shun Yin Qiang Yu Zhiwen Yu 0001 Sitao Zeng Xianwu Zeng Ce Zhang Daqing Zhang 0001 Guowei Zhang Linjun Zhang Yunlong Zhao Ziyang Zhao Fengming Zhou Xingshe Zhou 0001