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- [31] Optimizing Whole-Slide Imaging Workflow in a High-Volume Academic Lab: Determining Whole-Slide Imaging Scanner NeedsLABORATORY INVESTIGATION, 2024, 104 (03) : S1601 - S1602Miller, Lauren论文数: 0 引用数: 0 h-index: 0机构: Univ Michigan, Michigan Med, Ann Arbor, MI 48109 USA Univ Michigan, Michigan Med, Ann Arbor, MI 48109 USAPotempa, Michael论文数: 0 引用数: 0 h-index: 0机构: Univ Michigan, Michigan Med, Ann Arbor, MI 48109 USA Univ Michigan, Michigan Med, Ann Arbor, MI 48109 USAOuillette, Peter论文数: 0 引用数: 0 h-index: 0机构: Michigan Med, Ann Arbor, MI USA Univ Michigan, Michigan Med, Ann Arbor, MI 48109 USAKunju, Lakshmi论文数: 0 引用数: 0 h-index: 0机构: Univ Michigan, Ann Arbor, MI 48109 USA Univ Michigan, Michigan Med, Ann Arbor, MI 48109 USABuckwalter, Ken论文数: 0 引用数: 0 h-index: 0机构: Michigan Med, Ann Arbor, MI USA Univ Michigan, Michigan Med, Ann Arbor, MI 48109 USABalis, Ulysses论文数: 0 引用数: 0 h-index: 0机构: Univ Michigan, Ann Arbor, MI 48109 USA Univ Michigan, Michigan Med, Ann Arbor, MI 48109 USAPantanowitz, Liron论文数: 0 引用数: 0 h-index: 0机构: Univ Pittsburgh, Med Ctr, Pittsburgh, PA USA Univ Michigan, Michigan Med, Ann Arbor, MI 48109 USAYousif, Mustafa论文数: 0 引用数: 0 h-index: 0机构: Univ Michigan, Michigan Med, Ann Arbor, MI 48109 USA Univ Michigan, Michigan Med, Ann Arbor, MI 48109 USA
- [32] Exploring Pathologist Knowledge for Automatic Assessment of Breast Cancer Metastases in Whole-slide ImagePROCEEDINGS OF THE 29TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, MM 2021, 2021, : 255 - 263Wang, Liuan论文数: 0 引用数: 0 h-index: 0机构: Fujitsu Res & Dev Ctr CO LTD, Beijing, Peoples R China Fujitsu Res & Dev Ctr CO LTD, Beijing, Peoples R ChinaSun, Li论文数: 0 引用数: 0 h-index: 0机构: Fujitsu Res & Dev Ctr CO LTD, Beijing, Peoples R China Fujitsu Res & Dev Ctr CO LTD, Beijing, Peoples R ChinaZhang, Mingjie论文数: 0 引用数: 0 h-index: 0机构: Fujitsu Res & Dev Ctr CO LTD, Beijing, Peoples R China Fujitsu Res & Dev Ctr CO LTD, Beijing, Peoples R ChinaZhang, Huigang论文数: 0 引用数: 0 h-index: 0机构: Fujitsu Res & Dev Ctr CO LTD, Beijing, Peoples R China Fujitsu Res & Dev Ctr CO LTD, Beijing, Peoples R ChinaPing, Wang论文数: 0 引用数: 0 h-index: 0机构: Fujitsu Res & Dev Ctr CO LTD, Beijing, Peoples R China Fujitsu Res & Dev Ctr CO LTD, Beijing, Peoples R ChinaZhou, Rong论文数: 0 引用数: 0 h-index: 0机构: Fujitsu Res & Dev Ctr CO LTD, Beijing, Peoples R China Fujitsu Res & Dev Ctr CO LTD, Beijing, Peoples R ChinaSun, Jun论文数: 0 引用数: 0 h-index: 0机构: Fujitsu Res & Dev Ctr CO LTD, Beijing, Peoples R China Fujitsu Res & Dev Ctr CO LTD, Beijing, Peoples R China
- [33] Sampling Based Tumor Recognition in Whole-Slide Histology Image With Deep Learning ApproachesIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2022, 19 (04) : 2431 - 2441Shen, Yiqing论文数: 0 引用数: 0 h-index: 0机构: Shanghai Jiao Tong Univ, Sch Math Sci, Shanghai 200240, Peoples R China Shanghai Jiao Tong Univ, Sch Math Sci, Shanghai 200240, Peoples R ChinaKe, Jing论文数: 0 引用数: 0 h-index: 0机构: Shanghai Jiao Tong Univ, Dept Comp Sci & Engn, Shanghai 200240, Peoples R China Biren Res, Shanghai 201114, Peoples R China Univ New South Wales, Sch Comp Sci & Engn, Sydney, NSW 2052, Australia Shanghai Jiao Tong Univ, Sch Math Sci, Shanghai 200240, Peoples R China
- [34] Substantial improvement of histopathological diagnosis by whole-slide image-based remote consultationVIRCHOWS ARCHIV, 2022, 481 (02) : 295 - 305Shinohara, Shizu论文数: 0 引用数: 0 h-index: 0机构: Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanBychkov, Andrey论文数: 0 引用数: 0 h-index: 0机构: Kameda Med Ctr, Kamogawa, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanMunkhdelger, Jijgee论文数: 0 引用数: 0 h-index: 0机构: Kameda Med Ctr, Kamogawa, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanKuroda, Kishio论文数: 0 引用数: 0 h-index: 0机构: Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanYoon, Han-Seung论文数: 0 引用数: 0 h-index: 0机构: Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanFujimura, Shota论文数: 0 引用数: 0 h-index: 0机构: Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanTabata, Kazuhiro论文数: 0 引用数: 0 h-index: 0机构: Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, Japan论文数: 引用数: h-index:机构:Niino, Daisuke论文数: 0 引用数: 0 h-index: 0机构: Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanMorimoto, Shinpei论文数: 0 引用数: 0 h-index: 0机构: Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanYao, Takashi论文数: 0 引用数: 0 h-index: 0机构: Juntendo Univ, Tokyo, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanItoh, Tomoo论文数: 0 引用数: 0 h-index: 0机构: Kobe Univ, Kobe, Hyogo, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanAoyama, Hajime论文数: 0 引用数: 0 h-index: 0机构: Univ Ryukyus, Nishihara, Okinawa, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanTsuyama, Naoko论文数: 0 引用数: 0 h-index: 0机构: Japanese Fdn Canc Res, Tokyo, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanMikami, Yoshiki论文数: 0 引用数: 0 h-index: 0机构: Kumamoto Univ Hosp, Kumamoto, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanNagao, Toshitaka论文数: 0 引用数: 0 h-index: 0机构: Tokyo Med Univ, Tokyo, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanIkeda, Tohru论文数: 0 引用数: 0 h-index: 0机构: Tokyo Med & Dent Univ, Tokyo, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanFukushima, Noriyoshi论文数: 0 引用数: 0 h-index: 0机构: Jichi Med Univ, Shimotsuge, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanHarada, Oi论文数: 0 引用数: 0 h-index: 0机构: Kameda Med Ctr, Kamogawa, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanKiyokawa, Takako论文数: 0 引用数: 0 h-index: 0机构: Jikei Univ, Sch Med, Tokyo, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanYoshimi, Naoki论文数: 0 引用数: 0 h-index: 0机构: Univ Ryukyus, Nishihara, Okinawa, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanAishima, Shinichi论文数: 0 引用数: 0 h-index: 0机构: Saga Univ, Saga, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanMaeda, Ichiro论文数: 0 引用数: 0 h-index: 0机构: Kitasato Univ, Sch Med, Sagamihara, Kanagawa, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, Japan论文数: 引用数: h-index:机构:Yamanegi, Koji论文数: 0 引用数: 0 h-index: 0机构: Hyogo Coll Med, Nishinomiya, Hyogo, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, Japan论文数: 引用数: h-index:机构:Katoh, Ryohei论文数: 0 引用数: 0 h-index: 0机构: Ito Hosp, Tokyo, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanIzumi, Miki论文数: 0 引用数: 0 h-index: 0机构: Showa Univ, Tokyo, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, JapanOda, Yoshinao论文数: 0 引用数: 0 h-index: 0机构: Kyushu Univ, Fukuoka, Japan Nagasaki Univ, Grad Sch Biomed Sci, Dept Pathol, 1-7-1 Sakamoto, Nagasaki 8528501, Japan论文数: 引用数: h-index:机构:
- [35] A Novel Framework for Whole-Slide Pathological Image Classification Based on the Cascaded Attention MechanismSENSORS, 2025, 25 (03)Liu, Dehua论文数: 0 引用数: 0 h-index: 0机构: Lanzhou Univ, Sch Informat Sci & Engn, Gansu Prov Key Lab Wearable Comp, Lanzhou 730000, Peoples R China Lanzhou Univ, Sch Informat Sci & Engn, Gansu Prov Key Lab Wearable Comp, Lanzhou 730000, Peoples R ChinaHu, Bin论文数: 0 引用数: 0 h-index: 0机构: Lanzhou Univ, Sch Informat Sci & Engn, Gansu Prov Key Lab Wearable Comp, Lanzhou 730000, Peoples R China Beijing Inst Technol, Sch Med Technol, Beijing 100081, Peoples R China Lanzhou Univ, Sch Informat Sci & Engn, Gansu Prov Key Lab Wearable Comp, Lanzhou 730000, Peoples R China
- [36] Node-aligned Graph Convolutional Network for Whole-slide Image Representation and Classification2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2022), 2022, : 18791 - 18801Guan, Yonghang论文数: 0 引用数: 0 h-index: 0机构: ShanghaiTech Univ, Shanghai, Peoples R China Tencent AI Lab, Shenzhen, Peoples R China ShanghaiTech Univ, Shanghai, Peoples R ChinaZhang, Jun论文数: 0 引用数: 0 h-index: 0机构: Tencent AI Lab, Shenzhen, Peoples R China ShanghaiTech Univ, Shanghai, Peoples R ChinaTian, Kuan论文数: 0 引用数: 0 h-index: 0机构: Tencent AI Lab, Shenzhen, Peoples R China ShanghaiTech Univ, Shanghai, Peoples R ChinaYang, Sen论文数: 0 引用数: 0 h-index: 0机构: Tencent AI Lab, Shenzhen, Peoples R China ShanghaiTech Univ, Shanghai, Peoples R ChinaDong, Pei论文数: 0 引用数: 0 h-index: 0机构: Tencent AI Lab, Shenzhen, Peoples R China ShanghaiTech Univ, Shanghai, Peoples R ChinaXiang, Jinxi论文数: 0 引用数: 0 h-index: 0机构: Tencent AI Lab, Shenzhen, Peoples R China ShanghaiTech Univ, Shanghai, Peoples R ChinaYang, Wei论文数: 0 引用数: 0 h-index: 0机构: Tencent AI Lab, Shenzhen, Peoples R China ShanghaiTech Univ, Shanghai, Peoples R ChinaHuang, Junzhou论文数: 0 引用数: 0 h-index: 0机构: Tencent AI Lab, Shenzhen, Peoples R China ShanghaiTech Univ, Shanghai, Peoples R ChinaZhang, Yuyao论文数: 0 引用数: 0 h-index: 0机构: ShanghaiTech Univ, Shanghai, Peoples R China ShanghaiTech Univ, Shanghai, Peoples R ChinaHan, Xiao论文数: 0 引用数: 0 h-index: 0机构: Tencent AI Lab, Shenzhen, Peoples R China ShanghaiTech Univ, Shanghai, Peoples R China
- [37] Substantial improvement of histopathological diagnosis by whole-slide image-based remote consultationVirchows Archiv, 2022, 481 : 295 - 305Shizu Shinohara论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesAndrey Bychkov论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesJijgee Munkhdelger论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesKishio Kuroda论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesHan-Seung Yoon论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesShota Fujimura论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesKazuhiro Tabata论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesBungo Furusato论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesDaisuke Niino论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesShinpei Morimoto论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesTakashi Yao论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesTomoo Itoh论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesHajime Aoyama论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesNaoko Tsuyama论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesYoshiki Mikami论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesToshitaka Nagao论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesTohru Ikeda论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesNoriyoshi Fukushima论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesOi Harada论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesTakako Kiyokawa论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesNaoki Yoshimi论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesShinichi Aishima论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesIchiro Maeda论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesIchiro Mori论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesKoji Yamanegi论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesKoichi Tsuneyama论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesRyohei Katoh论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesMiki Izumi论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesYoshinao Oda论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical SciencesJunya Fukuoka论文数: 0 引用数: 0 h-index: 0机构: Nagasaki University,Department of Pathology, Graduate School of Biomedical Sciences
- [38] Automated Whole-Slide Image Tissue Capture Assessment Using a Convolutional Neural NetworkLABORATORY INVESTIGATION, 2025, 105 (03)Macaulay, Daniel论文数: 0 引用数: 0 h-index: 0机构: Mayo Clin, Rochester, MN USA Mayo Clin, Rochester, MN USAJones, Matt论文数: 0 引用数: 0 h-index: 0机构: Drexel Univ, Philadelphia, PA USA Mayo Clin, Rochester, MN USAFrancis, Mathew论文数: 0 引用数: 0 h-index: 0机构: Mayo Clin, Rochester, MN USA Mayo Clin, Rochester, MN USAGarcia, Fernando论文数: 0 引用数: 0 h-index: 0机构: Reading Hosp Med Ctr, Reading, PA USA Mayo Clin, Rochester, MN USAZarella, Mark论文数: 0 引用数: 0 h-index: 0机构: Mayo Clin, Rochester, MN USA Mayo Clin, Rochester, MN USA
- [39] Dual attention model with reinforcement learning for classification of histology whole-slide imagesCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2024, 118Raza, Manahil论文数: 0 引用数: 0 h-index: 0机构: Univ Warwick, Tissue Image Analyt Ctr, Coventry, England Univ Warwick, Tissue Image Analyt Ctr, Coventry, EnglandAwan, Ruqayya论文数: 0 引用数: 0 h-index: 0机构: Univ Warwick, Tissue Image Analyt Ctr, Coventry, England Univ Warwick, Tissue Image Analyt Ctr, Coventry, EnglandBashir, Raja Muhammad Saad论文数: 0 引用数: 0 h-index: 0机构: Univ Warwick, Tissue Image Analyt Ctr, Coventry, England Univ Warwick, Tissue Image Analyt Ctr, Coventry, EnglandQaiser, Talha论文数: 0 引用数: 0 h-index: 0机构: Univ Warwick, Tissue Image Analyt Ctr, Coventry, England Univ Warwick, Tissue Image Analyt Ctr, Coventry, EnglandRajpoot, Nasir M.论文数: 0 引用数: 0 h-index: 0机构: Univ Warwick, Tissue Image Analyt Ctr, Coventry, England Alan Turing Inst, London, England Univ Warwick, Tissue Image Analyt Ctr, Coventry, England
- [40] Automatic Identification of Glomerular in Whole-Slide Images Using a Modified UNet ModelDIAGNOSTICS, 2023, 13 (19)Kaur, Gurjinder论文数: 0 引用数: 0 h-index: 0机构: Chitkara Univ, Chitkara Univ Inst Engn & Technol, Rajpura 140401, Punjab, India Chitkara Univ, Chitkara Univ Inst Engn & Technol, Rajpura 140401, Punjab, India论文数: 引用数: h-index:机构:论文数: 引用数: h-index:机构:Juneja, Sapna论文数: 0 引用数: 0 h-index: 0机构: Int Islamic Univ Malaysia, Kulliyyah Informat & Commun Technol, Kuala Lumpur 53100, Malaysia Chitkara Univ, Chitkara Univ Inst Engn & Technol, Rajpura 140401, Punjab, IndiaRashid, Junaid论文数: 0 引用数: 0 h-index: 0机构: Sejong Univ, Dept Data Sci, Seoul 05006, South Korea Chitkara Univ, Chitkara Univ Inst Engn & Technol, Rajpura 140401, Punjab, IndiaGupta, Deepali论文数: 0 引用数: 0 h-index: 0机构: Chitkara Univ, Chitkara Univ Inst Engn & Technol, Rajpura 140401, Punjab, India Chitkara Univ, Chitkara Univ Inst Engn & Technol, Rajpura 140401, Punjab, India论文数: 引用数: h-index:机构:Shaikh, Asadullah论文数: 0 引用数: 0 h-index: 0机构: Najran Univ, Coll Comp Sci & Informat Syst, Dept Informat Syst, Najran 55461, Saudi Arabia Chitkara Univ, Chitkara Univ Inst Engn & Technol, Rajpura 140401, Punjab, India