Journal articles on the topic 'Whole slide image classification'
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Feng, Ming, Kele Xu, Nanhui Wu, Weiquan Huang, Yan Bai, Yin Wang, Changjian Wang, and Huaimin Wang. "Trusted multi-scale classification framework for whole slide image." Biomedical Signal Processing and Control 89 (March 2024): 105790. http://dx.doi.org/10.1016/j.bspc.2023.105790.
Full textFridman, M. V., A. A. Kosareva, E. V. Snezhko, P. V. Kamlach, and V. A. Kovalev. "Papillary thyroid carcinoma whole-slide images as a basis for deep learning." Informatics 20, no. 2 (June 29, 2023): 28–38. http://dx.doi.org/10.37661/1816-0301-2023-20-2-28-38.
Full textZarella, Mark D., Matthew R. Quaschnick;, David E. Breen, and Fernando U. Garcia. "Estimation of Fine-Scale Histologic Features at Low Magnification." Archives of Pathology & Laboratory Medicine 142, no. 11 (June 18, 2018): 1394–402. http://dx.doi.org/10.5858/arpa.2017-0380-oa.
Full textChen, Kaitao, Shiliang Sun, and Jing Zhao. "CaMIL: Causal Multiple Instance Learning for Whole Slide Image Classification." Proceedings of the AAAI Conference on Artificial Intelligence 38, no. 2 (March 24, 2024): 1120–28. http://dx.doi.org/10.1609/aaai.v38i2.27873.
Full textLewis, Joshua, Conrad Shebelut, Bradley Drumheller, Xuebao Zhang, Nithya Shanmugam, Michel Attieh, Michael Horwath, Anurag Khanna, Geoffrey Smith, and David Gutman. "An Automated Pipeline for Cell Differentials on Whole-Slide Bone Marrow Aspirate Smears." American Journal of Clinical Pathology 158, Supplement_1 (November 1, 2022): S12. http://dx.doi.org/10.1093/ajcp/aqac126.020.
Full textAhmed, Shakil, Asadullah Shaikh, Hani Alshahrani, Abdullah Alghamdi, Mesfer Alrizq, Junaid Baber, and Maheen Bakhtyar. "Transfer Learning Approach for Classification of Histopathology Whole Slide Images." Sensors 21, no. 16 (August 9, 2021): 5361. http://dx.doi.org/10.3390/s21165361.
Full textFranklin, Daniel L., Tara Pattilachan, and Anthony Magliocco. "Abstract 5048: Imaging based EGFR mutation subtype classification using EfficientNet." Cancer Research 82, no. 12_Supplement (June 15, 2022): 5048. http://dx.doi.org/10.1158/1538-7445.am2022-5048.
Full textJansen, Philipp, Adelaida Creosteanu, Viktor Matyas, Amrei Dilling, Ana Pina, Andrea Saggini, Tobias Schimming, et al. "Deep Learning Assisted Diagnosis of Onychomycosis on Whole-Slide Images." Journal of Fungi 8, no. 9 (August 28, 2022): 912. http://dx.doi.org/10.3390/jof8090912.
Full textAmgad, Mohamed, Habiba Elfandy, Hagar Hussein, Lamees A. Atteya, Mai A. T. Elsebaie, Lamia S. Abo Elnasr, Rokia A. Sakr, et al. "Structured crowdsourcing enables convolutional segmentation of histology images." Bioinformatics 35, no. 18 (February 6, 2019): 3461–67. http://dx.doi.org/10.1093/bioinformatics/btz083.
Full textWang, Qian, Ying Zou, Jianxin Zhang, and Bin Liu. "Second-order multi-instance learning model for whole slide image classification." Physics in Medicine & Biology 66, no. 14 (July 12, 2021): 145006. http://dx.doi.org/10.1088/1361-6560/ac0f30.
Full textMolla, Md Rony, and Ma Jian Fen. "Convolutional Sparse Coding Multiple Instance Learning for Whole Slide Image Classification." International Journal of Advanced Engineering Research and Science 10, no. 12 (2023): 096–104. http://dx.doi.org/10.22161/ijaers.1012.10.
Full textAftab, Rukhma, Yan Qiang, and Zhao Juanjuan. "Contrastive Learning for Whole Slide Image Representation: A Self-Supervised Approach in Digital Pathology." European Journal of Applied Science, Engineering and Technology 2, no. 2 (March 1, 2024): 175–85. http://dx.doi.org/10.59324/ejaset.2024.2(2).12.
Full textWalkowski, Slawomir, and Janusz Szymas. "Histopathologic Patterns of Nervous System Tumors Based on Computer Vision Methods and Whole Slide Imaging (WSI)." Analytical Cellular Pathology 35, no. 2 (2012): 117–22. http://dx.doi.org/10.1155/2012/483525.
Full textFell, Christina, Mahnaz Mohammadi, David Morrison, Ognjen Arandjelović, Sheeba Syed, Prakash Konanahalli, Sarah Bell, Gareth Bryson, David J. Harrison, and David Harris-Birtill. "Detection of malignancy in whole slide images of endometrial cancer biopsies using artificial intelligence." PLOS ONE 18, no. 3 (March 8, 2023): e0282577. http://dx.doi.org/10.1371/journal.pone.0282577.
Full textGinley, Brandon, Brendon Lutnick, Kuang-Yu Jen, Agnes B. Fogo, Sanjay Jain, Avi Rosenberg, Vighnesh Walavalkar, et al. "Computational Segmentation and Classification of Diabetic Glomerulosclerosis." Journal of the American Society of Nephrology 30, no. 10 (September 5, 2019): 1953–67. http://dx.doi.org/10.1681/asn.2018121259.
Full textLewis, Joshua, Xuebao Zhang, Nithya Shanmugam, Bradley Drumheller, Conrad Shebelut, Geoffrey Smith, Lee Cooper, and David Jaye. "Machine Learning-Based Automated Selection of Regions for Analysis on Bone Marrow Aspirate Smears." American Journal of Clinical Pathology 156, Supplement_1 (October 1, 2021): S1—S2. http://dx.doi.org/10.1093/ajcp/aqab189.001.
Full textRao, Roopa S., Divya B. Shivanna, Kirti S. Mahadevpur, Sinchana G. Shivaramegowda, Spoorthi Prakash, Surendra Lakshminarayana, and Shankargouda Patil. "Deep Learning-Based Microscopic Diagnosis of Odontogenic Keratocysts and Non-Keratocysts in Haematoxylin and Eosin-Stained Incisional Biopsies." Diagnostics 11, no. 12 (November 24, 2021): 2184. http://dx.doi.org/10.3390/diagnostics11122184.
Full textDimitriou, Neofytos, Ognjen Arandjelović, and David J. Harrison. "Magnifying Networks for Histopathological Images with Billions of Pixels." Diagnostics 14, no. 5 (March 1, 2024): 524. http://dx.doi.org/10.3390/diagnostics14050524.
Full textWang, Shujun, Yaxi Zhu, Lequan Yu, Hao Chen, Huangjing Lin, Xiangbo Wan, Xinjuan Fan, and Pheng-Ann Heng. "RMDL: Recalibrated multi-instance deep learning for whole slide gastric image classification." Medical Image Analysis 58 (December 2019): 101549. http://dx.doi.org/10.1016/j.media.2019.101549.
Full textYu, Jiahui, Tianyu Ma, Yu Fu, Hang Chen, Maode Lai, Cheng Zhuo, and Yingke Xu. "Local-to-global spatial learning for whole-slide image representation and classification." Computerized Medical Imaging and Graphics 107 (July 2023): 102230. http://dx.doi.org/10.1016/j.compmedimag.2023.102230.
Full textMa, Yingfan, Xiaoyuan Luo, Kexue Fu, and Manning Wang. "Transformer-Based Video-Structure Multi-Instance Learning for Whole Slide Image Classification." Proceedings of the AAAI Conference on Artificial Intelligence 38, no. 13 (March 24, 2024): 14263–71. http://dx.doi.org/10.1609/aaai.v38i13.29338.
Full textYang, Rui, Pei Liu, and Luping Ji. "ProDiv: Prototype-driven consistent pseudo-bag division for whole-slide image classification." Computer Methods and Programs in Biomedicine 249 (June 2024): 108161. http://dx.doi.org/10.1016/j.cmpb.2024.108161.
Full textSong, JaeYen, Soyoung Im, Sung Hak Lee, and Hyun-Jong Jang. "Deep Learning-Based Classification of Uterine Cervical and Endometrial Cancer Subtypes from Whole-Slide Histopathology Images." Diagnostics 12, no. 11 (October 28, 2022): 2623. http://dx.doi.org/10.3390/diagnostics12112623.
Full textNeto, Pedro C., Sara P. Oliveira, Diana Montezuma, João Fraga, Ana Monteiro, Liliana Ribeiro, Sofia Gonçalves, Isabel M. Pinto, and Jaime S. Cardoso. "iMIL4PATH: A Semi-Supervised Interpretable Approach for Colorectal Whole-Slide Images." Cancers 14, no. 10 (May 18, 2022): 2489. http://dx.doi.org/10.3390/cancers14102489.
Full textGovind, Darshana, Brendon Lutnick, John E. Tomaszewski, and Pinaki Sarder. "Automated erythrocyte detection and classification from whole slide images." Journal of Medical Imaging 5, no. 02 (April 10, 2018): 1. http://dx.doi.org/10.1117/1.jmi.5.2.027501.
Full textTourniaire, Paul, Marius Ilie, Paul Hofman, Nicholas Ayache, and Hervé Delingette. "Abstract 461: Mixed supervision to improve the classification and localization: Coherence of tumors in histological slides." Cancer Research 82, no. 12_Supplement (June 15, 2022): 461. http://dx.doi.org/10.1158/1538-7445.am2022-461.
Full textJayaratne, N., A. Sasikumar, S. Subasinghe, A. Borkowski, S. Mastorides, L. Thomas, E. Mastorides, and L. DeLand. "Using Deep Learning for Whole Slide Image Prostate Cancer Diagnosis and Grading in South Florida Veteran Population." American Journal of Clinical Pathology 156, Supplement_1 (October 1, 2021): S141. http://dx.doi.org/10.1093/ajcp/aqab191.301.
Full textSoldatov, Sergey A., Danil M. Pashkov, Sergey A. Guda, Nikolay S. Karnaukhov, Alexander A. Guda, and Alexander V. Soldatov. "Deep Learning Classification of Colorectal Lesions Based on Whole Slide Images." Algorithms 15, no. 11 (October 27, 2022): 398. http://dx.doi.org/10.3390/a15110398.
Full textPrasad Battula, Krishna, and B. Sai Chandana. "Multi-class Cervical Cancer Classification using Transfer Learning-based Optimized SE-ResNet152 model in Pap Smear Whole Slide Images." International journal of electrical and computer engineering systems 14, no. 6 (July 12, 2023): 623. http://dx.doi.org/10.32985/ijeces.14.6.1.
Full textCui, Lei, Jun Feng, and Lin Yang. "Towards Fine Whole-Slide Skeletal Muscle Image Segmentation through Deep Hierarchically Connected Networks." Journal of Healthcare Engineering 2019 (June 27, 2019): 1–10. http://dx.doi.org/10.1155/2019/5191630.
Full textSchmitt, Max, Roman Christoph Maron, Achim Hekler, Albrecht Stenzinger, Axel Hauschild, Michael Weichenthal, Markus Tiemann, et al. "Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study." Journal of Medical Internet Research 23, no. 2 (February 2, 2021): e23436. http://dx.doi.org/10.2196/23436.
Full textSrivastava, Arunima, Chaitanya Kulkarni, Kun Huang, Anil Parwani, Parag Mallick, and Raghu Machiraju. "Imitating Pathologist Based Assessment With Interpretable and Context Based Neural Network Modeling of Histology Images." Biomedical Informatics Insights 10 (January 2018): 117822261880748. http://dx.doi.org/10.1177/1178222618807481.
Full textRodner, Erik, Marcel Simon, and Joachim Denzler. "Deep bilinear features for Her2 scoring in digital pathology." Current Directions in Biomedical Engineering 3, no. 2 (September 7, 2017): 811–14. http://dx.doi.org/10.1515/cdbme-2017-0171.
Full textKanavati, Fahdi, Naoki Hirose, Takahiro Ishii, Ayaka Fukuda, Shin Ichihara, and Masayuki Tsuneki. "A Deep Learning Model for Cervical Cancer Screening on Liquid-Based Cytology Specimens in Whole Slide Images." Cancers 14, no. 5 (February 24, 2022): 1159. http://dx.doi.org/10.3390/cancers14051159.
Full textFu, Zhibing, Qingkui Chen, Mingming Wang, and Chen Huang. "Whole slide images classification model based on self-learning sampling." Biomedical Signal Processing and Control 90 (April 2024): 105826. http://dx.doi.org/10.1016/j.bspc.2023.105826.
Full textDimauro, Giovanni, Vitoantonio Bevilacqua, Pio Fina, Domenico Buongiorno, Antonio Brunetti, Sergio Latrofa, Michele Cassano, and Matteo Gelardi. "Comparative Analysis of Rhino-Cytological Specimens with Image Analysis and Deep Learning Techniques." Electronics 9, no. 6 (June 8, 2020): 952. http://dx.doi.org/10.3390/electronics9060952.
Full textGupta, Pushpanjali, Yenlin Huang, Prasan Kumar Sahoo, Jeng-Fu You, Sum-Fu Chiang, Djeane Debora Onthoni, Yih-Jong Chern, et al. "Colon Tissues Classification and Localization in Whole Slide Images Using Deep Learning." Diagnostics 11, no. 8 (August 2, 2021): 1398. http://dx.doi.org/10.3390/diagnostics11081398.
Full textBhatt, Anant R., Amit Ganatra, and Ketan Kotecha. "Cervical cancer detection in pap smear whole slide images using convNet with transfer learning and progressive resizing." PeerJ Computer Science 7 (February 18, 2021): e348. http://dx.doi.org/10.7717/peerj-cs.348.
Full textWetteland, Rune, Kjersti Engan, Trygve Eftestøl, Vebjørn Kvikstad, and Emiel A. M. Janssen. "A Multiscale Approach for Whole-Slide Image Segmentation of five Tissue Classes in Urothelial Carcinoma Slides." Technology in Cancer Research & Treatment 19 (January 1, 2020): 153303382094678. http://dx.doi.org/10.1177/1533033820946787.
Full textWang, Haiyue, Yuming Jiang, Bailiang Li, Yi Cui, Dengwang Li, and Ruijiang Li. "Single-Cell Spatial Analysis of Tumor and Immune Microenvironment on Whole-Slide Image Reveals Hepatocellular Carcinoma Subtypes." Cancers 12, no. 12 (November 28, 2020): 3562. http://dx.doi.org/10.3390/cancers12123562.
Full textAcevedo Zamora, Marco Andres, and Balz S. Kamber. "Petrographic Microscopy with Ray Tracing and Segmentation from Multi-Angle Polarisation Whole-Slide Images." Minerals 13, no. 2 (January 20, 2023): 156. http://dx.doi.org/10.3390/min13020156.
Full textPENKIN, M. A., A. V. KHVOSTIKOV, and A. S. KRYLOV. "AUTOMATED METHOD FOR OPTIMUM SCALE SEARCH WHEN USING TRAINED MODELS FOR HISTOLOGICAL IMAGE ANALYSIS." Программирование, no. 3 (May 1, 2023): 49–55. http://dx.doi.org/10.31857/s0132347423030032.
Full textEl-Hossiny, Ahmed S., Walid Al-Atabany, Osama Hassan, Ahmed M. Soliman, and Sherif A. Sami. "Classification of Thyroid Carcinoma in Whole Slide Images Using Cascaded CNN." IEEE Access 9 (2021): 88429–38. http://dx.doi.org/10.1109/access.2021.3076158.
Full textYoshida, Hiroshi, Yoshiko Yamashita, Taichi Shimazu, Eric Cosatto, Tomoharu Kiyuna, Hirokazu Taniguchi, Shigeki Sekine, and Atsushi Ochiai. "Automated histological classification of whole slide images of colorectal biopsy specimens." Oncotarget 8, no. 53 (October 12, 2017): 90719–29. http://dx.doi.org/10.18632/oncotarget.21819.
Full textXu, Hongming, Sunho Park, and Tae Hyun Hwang. "Computerized Classification of Prostate Cancer Gleason Scores from Whole Slide Images." IEEE/ACM Transactions on Computational Biology and Bioinformatics 17, no. 6 (November 1, 2020): 1871–82. http://dx.doi.org/10.1109/tcbb.2019.2941195.
Full textHassanpour, Saeed, Bruno Korbar, AndreaM Olofson, AllenP Miraflor, CatherineM Nicka, MatthewA Suriawinata, Lorenzo Torresani, and AriefA Suriawinata. "Deep learning for classification of colorectal polyps on whole-slide images." Journal of Pathology Informatics 8, no. 1 (2017): 30. http://dx.doi.org/10.4103/jpi.jpi_34_17.
Full textYoshida, Hiroshi, Taichi Shimazu, Tomoharu Kiyuna, Atsushi Marugame, Yoshiko Yamashita, Eric Cosatto, Hirokazu Taniguchi, Shigeki Sekine, and Atsushi Ochiai. "Automated histological classification of whole-slide images of gastric biopsy specimens." Gastric Cancer 21, no. 2 (June 2, 2017): 249–57. http://dx.doi.org/10.1007/s10120-017-0731-8.
Full textHyun-Cheol Park, Hyun-Cheol Park, Raman Ghimire Hyun-Cheol Park, Sahadev Poudel Raman Ghimire, and Sang-Woong Lee Sahadev Poudel. "Deep Learning for Joint Classification and Segmentation of Histopathology Image." 網際網路技術學刊 23, no. 4 (July 2022): 903–10. http://dx.doi.org/10.53106/160792642022072304025.
Full textXie, Peizhen, Ke Zuo, Jie Liu, Mingliang Chen, Shuang Zhao, Wenjie Kang, and Fangfang Li. "Interpretable Diagnosis for Whole-Slide Melanoma Histology Images Using Convolutional Neural Network." Journal of Healthcare Engineering 2021 (November 1, 2021): 1–7. http://dx.doi.org/10.1155/2021/8396438.
Full textHao, Fang, Xueyu Liu, Ming Li, and Weixia Han. "Accurate Kidney Pathological Image Classification Method Based on Deep Learning and Multi-Modal Fusion Method with Application to Membranous Nephropathy." Life 13, no. 2 (January 31, 2023): 399. http://dx.doi.org/10.3390/life13020399.
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