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Clinton J. V. Campbell
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2020 – today
- 2023
- [j5]Youqing Mu
, Hamid R. Tizhoosh, Taher Dehkharghanian
, Clinton J. V. Campbell
:
Whole slide image representation in bone marrow cytology. Comput. Biol. Medicine 166: 107530 (2023) - [i4]Ricardo Gonzalez, Ashirbani Saha, Clinton J. V. Campbell, Peyman Nejat, Cynthia Lokker, Andrew P. Norgan:
Seeing the random forest through the decision trees. Supporting learning health systems from histopathology with machine learning models: Challenges and opportunities. CoRR abs/2312.03812 (2023) - [i3]Ricardo Gonzalez, Peyman Nejat, Ashirbani Saha, Clinton J. V. Campbell, Andrew P. Norgan, Cynthia Lokker:
Performance of externally validated machine learning models based on histopathology images for the diagnosis, classification, prognosis, or treatment outcome prediction in female breast cancer: A systematic review. CoRR abs/2312.06697 (2023) - 2022
- [j4]Azam Asilian Bidgoli, Shahryar Rahnamayan, Taher Dehkharghanian, Abtin Riasatian
, Shivam Kalra, Manit Zaveri, Clinton J. V. Campbell
, Anil Parwani, Liron Pantanowitz, Hamid R. Tizhoosh
:
Evolutionary deep feature selection for compact representation of gigapixel images in digital pathology. Artif. Intell. Medicine 132: 102368 (2022) - 2021
- [j3]Abtin Riasatian, Morteza Babaie, Danial Maleki, Shivam Kalra, Mojtaba Valipour, Sobhan Hemati, Manit Zaveri
, Amir Safarpoor
, Sobhan Shafiei, Mehdi Afshari, Maral Rasoolijaberi
, Milad Sikaroudi, Mohd Adnan
, Sultaan Shah, Charles Choi, Savvas Damaskinos, Clinton J. V. Campbell, Phedias Diamandis, Liron Pantanowitz, Hany Kashani, Ali Ghodsi, Hamid R. Tizhoosh:
Fine-Tuning and training of densenet for histopathology image representation using TCGA diagnostic slides. Medical Image Anal. 70: 102032 (2021) - [i2]Rohollah Moosavi Tayebi, Youqing Mu, Taher Dehkharghanian, Catherine Ross, Monalisa Sur, Ronan Foley, Hamid R. Tizhoosh, Clinton J. V. Campbell:
Histogram of Cell Types: Deep Learning for Automated Bone Marrow Cytology. CoRR abs/2107.02293 (2021) - 2020
- [j2]Shivam Kalra, Hamid R. Tizhoosh
, Charles Choi, Sultaan Shah, Phedias Diamandis, Clinton J. V. Campbell
, Liron Pantanowitz:
Yottixel - An Image Search Engine for Large Archives of Histopathology Whole Slide Images. Medical Image Anal. 65: 101757 (2020) - [j1]Shivam Kalra
, Hamid R. Tizhoosh
, Sultaan Shah, Charles Choi, Savvas Damaskinos, Amir Safarpoor
, Sobhan Shafiei
, Morteza Babaie, Phedias Diamandis
, Clinton J. V. Campbell
, Liron Pantanowitz:
Pan-cancer diagnostic consensus through searching archival histopathology images using artificial intelligence. npj Digit. Medicine 3 (2020)
2010 – 2019
- 2019
- [i1]Shivam Kalra, Hamid R. Tizhoosh, Sultaan Shah, Charles Choi, Savvas Damaskinos, Amir Safarpoor, Sobhan Shafiei, Morteza Babaie, Phedias Diamandis, Clinton J. V. Campbell
, Liron Pantanowitz:
Pan-Cancer Diagnostic Consensus Through Searching Archival Histopathology Images Using Artificial Intelligence. CoRR abs/1911.08736 (2019)
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