1 |
A comprehensive review of computer-aided whole-slide image analysis: from datasets to feature extraction, segmentation, classification and detection approaches |
|
|
| Xintong Li, Chen Li, Md Mamunur Rahaman, Hongzan Sun, Xiaoqi Li, Jian Wu, Yudong Yao, Marcin Grzegorzek |
|
| Artificial Intelligence Review. 2022; |
|
| [Pubmed] [Google Scholar] [DOI] |
|
2 |
Closing the translation gap: AI applications in digital pathology |
|
|
| David F. Steiner, Po-Hsuan Cameron Chen, Craig H. Mermel |
|
| Biochimica et Biophysica Acta (BBA) - Reviews on Cancer. 2021; 1875(1): 188452 |
|
| [Pubmed] [Google Scholar] [DOI] |
|
3 |
Deep learning approaches to inverse problems in imaging: Past, present and future |
|
|
| Santiago López-Tapia, Rafael Molina, Aggelos K. Katsaggelos |
|
| Digital Signal Processing. 2021; 119: 103285 |
|
| [Pubmed] [Google Scholar] [DOI] |
|
4 |
Quality control stress test for deep learning-based diagnostic model in digital pathology |
|
|
| Birgid Schömig-Markiefka, Alexey Pryalukhin, Wolfgang Hulla, Andrey Bychkov, Junya Fukuoka, Anant Madabhushi, Viktor Achter, Lech Nieroda, Reinhard Büttner, Alexander Quaas, Yuri Tolkach |
|
| Modern Pathology. 2021; 34(12): 2098 |
|
| [Pubmed] [Google Scholar] [DOI] |
|
5 |
Label-free screening of brain tissue myelin content using phase imaging with computational specificity (PICS) |
|
|
| Michael Fanous, Chuqiao Shi, Megan P. Caputo, Laurie A. Rund, Rodney W. Johnson, Tapas Das, Matthew J. Kuchan, Nahil Sobh, Gabriel Popescu |
|
| APL Photonics. 2021; 6(7): 076103 |
|
| [Pubmed] [Google Scholar] [DOI] |
|
6 |
Rapid Whole Slide Imaging via Dual-Shot Deep Autofocusing |
|
|
| Qiang Li, Xianming Liu, Junjun Jiang, Cheng Guo, Xiangyang Ji, Xiaolin Wu |
|
| IEEE Transactions on Computational Imaging. 2021; 7: 124 |
|
| [Pubmed] [Google Scholar] [DOI] |
|
7 |
Current and future applications of artificial intelligence in pathology: a clinical perspective |
|
|
| Emad A Rakha, Michael Toss, Sho Shiino, Paul Gamble, Ronnachai Jaroensri, Craig H Mermel, Po-Hsuan Cameron Chen |
|
| Journal of Clinical Pathology. 2021; 74(7): 409 |
|
| [Pubmed] [Google Scholar] [DOI] |
|
8 |
Whole-slide imaging, tissue image analysis, and artificial intelligence in veterinary pathology: An updated introduction and review |
|
|
| Aleksandra Zuraw, Famke Aeffner |
|
| Veterinary Pathology. 2021; : 0300985821 |
|
| [Pubmed] [Google Scholar] [DOI] |
|
9 |
Deep learning-enabled whole slide imaging (DeepWSI): oil-immersion quality using dry objectives, longer depth of field, higher system throughput, and better functionality |
|
|
| Chengfei Guo, Shaowei Jiang, Liming Yang, Pengming Song, Tianbo Wang, Xiaopeng Shao, Zibang Zhang, Michael Murphy, Guoan Zheng |
|
| Optics Express. 2021; 29(24): 39669 |
|
| [Pubmed] [Google Scholar] [DOI] |
|
10 |
Tissue Multiplex Analyte Detection in Anatomic Pathology – Pathways to Clinical Implementation |
|
|
| Keith A. Wharton, Douglas Wood, Mael Manesse, Kirsteen H. Maclean, Florian Leiss, Aleksandra Zuraw |
|
| Frontiers in Molecular Biosciences. 2021; 8 |
|
| [Pubmed] [Google Scholar] [DOI] |
|
11 |
Best Practice Recommendations for the Implementation of a Digital Pathology Workflow in the Anatomic Pathology Laboratory by the European Society of Digital and Integrative Pathology (ESDIP) |
|
|
| Filippo Fraggetta, Vincenzo L’Imperio, David Ameisen, Rita Carvalho, Sabine Leh, Tim-Rasmus Kiehl, Mircea Serbanescu, Daniel Racoceanu, Vincenzo Della Mea, Antonio Polonia, Norman Zerbe, Catarina Eloy |
|
| Diagnostics. 2021; 11(11): 2167 |
|
| [Pubmed] [Google Scholar] [DOI] |
|
12 |
Image Analysis Using Machine Learning for Automated Detection of Hemoglobin H Inclusions in Blood Smears - A Method for Morphologic Detection of Rare Cells |
|
|
| ShirYing Lee, CrystalM E Chen, ElaineY P Lim, Liang Shen, Aneesh Sathe, Aahan Singh, Jan Sauer, Kaveh Taghipour, ChristinaY C Yip |
|
| Journal of Pathology Informatics. 2021; 12(1): 18 |
|
| [Pubmed] [Google Scholar] [DOI] |
|
13 |
Initial Evaluation of Rapid, Direct-to-Digital Prostate Biopsy Pathology |
|
|
| Richard Torres, Eben Olson, Robert Homer, Darryl T. Martin, Michael J. Levene, Sudhir Perincheri, Preston C. Sprenkle, Peter A. Humphrey |
|
| Archives of Pathology & Laboratory Medicine. 2021; 145(5): 583 |
|
| [Pubmed] [Google Scholar] [DOI] |
|
14 |
Tailored for Real-World: A Whole Slide Image Classification System Validated on Uncurated Multi-Site Data Emulating the Prospective Pathology Workload |
|
|
| Julianna D. Ianni, Rajath E. Soans, Sivaramakrishnan Sankarapandian, Ramachandra Vikas Chamarthi, Devi Ayyagari, Thomas G. Olsen, Michael J. Bonham, Coleman C. Stavish, Kiran Motaparthi, Clay J. Cockerell, Theresa A. Feeser, Jason B. Lee |
|
| Scientific Reports. 2020; 10(1) |
|
| [Pubmed] [Google Scholar] [DOI] |
|
15 |
Challenges for the evaluation of digital health solutions—A call for innovative evidence generation approaches |
|
|
| Chaohui Guo, Hutan Ashrafian, Saira Ghafur, Gianluca Fontana, Clarissa Gardner, Matthew Prime |
|
| npj Digital Medicine. 2020; 3(1) |
|
| [Pubmed] [Google Scholar] [DOI] |
|
16 |
Autofocusing technologies for whole slide imaging and automated microscopy |
|
|
| Zichao Bian, Chengfei Guo, Shaowei Jiang, Jiakai Zhu, Ruihai Wang, Pengming Song, Zibang Zhang, Kazunori Hoshino, Guoan Zheng |
|
| Journal of Biophotonics. 2020; 13(12) |
|
| [Pubmed] [Google Scholar] [DOI] |
|