- Artificial Intelligence in Pathology
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Hye Yoon Chang, Chan Kwon Jung, Junwoo Isaac Woo, Sanghun Lee, Joonyoung Cho, Sun Woo Kim, Tae-Yeong Kwak
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J Pathol Transl Med. 2019;53(1):1-12. Published online December 28, 2018
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DOI: https://doi.org/10.4132/jptm.2018.12.16
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Abstract
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- As in other domains, artificial intelligence is becoming increasingly important in medicine. In particular,deep learning-based pattern recognition methods can advance the field of pathology byincorporating clinical, radiologic, and genomic data to accurately diagnose diseases and predictpatient prognoses. In this review, we present an overview of artificial intelligence, the brief historyof artificial intelligence in the medical domain, recent advances in artificial intelligence applied topathology, and future prospects of pathology driven by artificial intelligence.
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Frederik Großerueschkamp, Hendrik Jütte, Klaus Gerwert, Andrea Tannapfel Visceral Medicine.2021; 37(6): 482. CrossRef - Feasibility of fully automated classification of whole slide images based on deep learning
Kyung-Ok Cho, Sung Hak Lee, Hyun-Jong Jang The Korean Journal of Physiology & Pharmacology.2020; 24(1): 89. CrossRef - Same same but different: A Web‐based deep learning application revealed classifying features for the histopathologic distinction of cortical malformations
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B. Acs, M. Rantalainen, J. Hartman Journal of Internal Medicine.2020; 288(1): 62. CrossRef - Introduction to digital pathology and computer-aided pathology
Soojeong Nam, Yosep Chong, Chan Kwon Jung, Tae-Yeong Kwak, Ji Youl Lee, Jihwan Park, Mi Jung Rho, Heounjeong Go Journal of Pathology and Translational Medicine.2020; 54(2): 125. CrossRef - Artificial intelligence with multi-functional machine learning platform development for better healthcare and precision medicine
Zeeshan Ahmed, Khalid Mohamed, Saman Zeeshan, XinQi Dong Database.2020;[Epub] CrossRef - Scoring pleurisy in slaughtered pigs using convolutional neural networks
Abigail R. Trachtman, Luca Bergamini, Andrea Palazzi, Angelo Porrello, Andrea Capobianco Dondona, Ercole Del Negro, Andrea Paolini, Giorgio Vignola, Simone Calderara, Giuseppe Marruchella Veterinary Research.2020;[Epub] CrossRef - Current Status of Computational Intelligence Applications in Dermatological Clinical Practice
Carmen Rodríguez-Cerdeira, José Luís González-Cespón, Roberto Arenas The Open Dermatology Journal.2020; 14(1): 6. CrossRef - New unified insights on deep learning in radiological and pathological images: Beyond quantitative performances to qualitative interpretation
Yoichi Hayashi Informatics in Medicine Unlocked.2020; 19: 100329. CrossRef - Artificial Intelligence in Cardiology: Present and Future
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Hideyuki Shimizu, Keiichi I. Nakayama Cancer Science.2020; 111(5): 1452. CrossRef - Artificial intelligence and the future of global health
Nina Schwalbe, Brian Wahl The Lancet.2020; 395(10236): 1579. CrossRef - The future of pathology is digital
J.D. Pallua, A. Brunner, B. Zelger, M. Schirmer, J. Haybaeck Pathology - Research and Practice.2020; 216(9): 153040. CrossRef - Weakly-supervised learning for lung carcinoma classification using deep learning
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Ahmed S. Sultan, Mohamed A. Elgharib, Tiffany Tavares, Maryam Jessri, John R. Basile Journal of Oral Pathology & Medicine.2020; 49(9): 849. CrossRef - Convergence of Digital Pathology and Artificial Intelligence Tools in Anatomic Pathology Practice: Current Landscape and Future Directions
Anil V. Parwani, Mahul B. Amin Advances in Anatomic Pathology.2020; 27(4): 221. CrossRef - Advances in tissue-based imaging: impact on oncology research and clinical practice
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Nishant Thakur, Hongjun Yoon, Yosep Chong Cancers.2020; 12(7): 1884. CrossRef - Explainable Machine Learning Model for Predicting GI Bleed Mortality in the Intensive Care Unit
Farah Deshmukh, Shamel S. Merchant American Journal of Gastroenterology.2020; 115(10): 1657. CrossRef - Prediction of clinically actionable genetic alterations from colorectal cancer histopathology images using deep learning
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M P Diakovich, M V Krivov Journal of Physics: Conference Series.2020; 1661(1): 012029. CrossRef - Histo-ELISA technique for quantification and localization of tissue components
Zhongmin Li, Silvia Goebel, Andreas Reimann, Martin Ungerer Scientific Reports.2020;[Epub] CrossRef - Role of artificial intelligence in diagnostic oral pathology-A modern approach
AyinampudiBhargavi Krishna, Azra Tanveer, PanchaVenkat Bhagirath, Ashalata Gannepalli Journal of Oral and Maxillofacial Pathology.2020; 24(1): 152. CrossRef - Applications of deep learning for the analysis of medical data
Hyun-Jong Jang, Kyung-Ok Cho Archives of Pharmacal Research.2019; 42(6): 492. CrossRef - PROMISE CLIP Project: A Retrospective, Multicenter Study for Prostate Cancer that Integrates Clinical, Imaging and Pathology Data
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Christopher J. Kelly, Alan Karthikesalingam, Mustafa Suleyman, Greg Corrado, Dominic King BMC Medicine.2019;[Epub] CrossRef - Deep Learning for Whole Slide Image Analysis: An Overview
Neofytos Dimitriou, Ognjen Arandjelović, Peter D. Caie Frontiers in Medicine.2019;[Epub] CrossRef - Barriers to Artificial Intelligence Adoption in Healthcare Management: A Systematic Review
Mir Mohammed Assadullah SSRN Electronic Journal .2019;[Epub] CrossRef
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