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Mark Schiffman
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2020 – today
- 2022
- [j4]Andréanne Lemay, Katharina Hoebel
, Christopher P. Bridge, Brian Befano, Silvia De Sanjosé, Didem Egemen, Ana Cecilia Rodriguez
, Mark Schiffman, John Peter Campbell
, Jayashree Kalpathy-Cramer
:
Improving the repeatability of deep learning models with Monte Carlo dropout. npj Digit. Medicine 5 (2022) - [c8]Zhiyun Xue, Sandeep Angara, Peng Guo, Sivaramakrishnan Rajaraman, Jose Jeronimo, Ana Cecilia Rodriguez
, Karla Alfaro, Kittipat Charoenkwan, Chemtai Mungo, Joel Fokom Domgue, Nicolas Wentzensen, Kanan T. Desai, Olusegun Kayode Ajenifuja, Elisabeth Wikstrom, Brian Befano, Silvia De Sanjosé, Mark Schiffman, Sameer K. Antani:
Image Quality Classification for Automated Visual Evaluation of Cervical Precancer. MILLanD@MICCAI 2022: 206-217 - [i2]Andréanne Lemay, Katharina Hoebel, Christopher P. Bridge, Brian Befano, Silvia De Sanjosé, Didem Egemen, Ana Cecilia Rodriguez, Mark Schiffman, John Peter Campbell, Jayashree Kalpathy-Cramer:
Improving the repeatability of deep learning models with Monte Carlo dropout. CoRR abs/2202.07562 (2022) - 2021
- [j3]Anabik Pal
, Zhiyun Xue
, Brian Befano, Ana Cecilia Rodriguez, L. Rodney Long, Mark Schiffman, Sameer K. Antani
:
Deep Metric Learning for Cervical Image Classification. IEEE Access 9: 53266-53275 (2021) - [j2]Anabik Pal
, Zhiyun Xue, Kanan T. Desai
, Adekunbiola Aina F. Banjo, Clement Akinfolarin Adepiti
, L. Rodney Long
, Mark Schiffman, Sameer K. Antani
:
Deep multiple-instance learning for abnormal cell detection in cervical histopathology images. Comput. Biol. Medicine 138: 104890 (2021) - [c7]Zhiyun Xue, Peng Guo, Kanan T. Desai, Anabik Pal
, Kayode O. Ajenifuja, Clement Akinfolarin Adepiti, L. Rodney Long, Mark Schiffman, Sameer K. Antani:
A Deep Clustering Method For Analyzing Uterine Cervix Images Across Imaging Devices. CBMS 2021: 527-532 - [c6]Zhiyun Xue, Peng Guo, Sandeep Angara, Anabik Pal
, Jose Jeronimo, Kanan T. Desai, Olusegun Kayode Ajenifuja, Clement Akinfolarin Adepiti, Silvia De Sanjosé, Mark Schiffman, Sameer K. Antani:
Cleaning Highly Unbalanced Multisource Image Dataset for Quality Control in Cervical Precancer Screening. RTIP2R 2021: 3-13 - [c5]Peng Guo, Zhiyun Xue, Jose Jeronimo, Julia C. Gage, Kanan T. Desai, Brian Befano, Francisco García, Mark Schiffman, Sameer K. Antani:
Image Augmentation for Improving Automated Eligibility-Classification for Cervical Precancer Ablation Treatment. RTIP2R 2021: 76-84 - [i1]Andréanne Lemay, Katharina Hoebel, Christopher P. Bridge, Didem Egemen, Ana Cecilia Rodriguez, Mark Schiffman, John Peter Campbell, Jayashree Kalpathy-Cramer:
Monte Carlo dropout increases model repeatability. CoRR abs/2111.06754 (2021)
2010 – 2019
- 2019
- [j1]Eric T. Dawson, Sarah Wagner, David Roberson, Meredith Yeager, Joseph Boland, Erik Garrison, Stephen J. Chanock, Mark Schiffman, Tina Raine-Bennett, Thomas Lorey, Phillip E. Castle, Lisa Mirabello, Richard Durbin
:
Viral coinfection analysis using a MinHash toolkit. BMC Bioinform. 20(1): 389:1-389:10 (2019)
2000 – 2009
- 2006
- [c4]L. Rodney Long, Sameer K. Antani
, Jose Jeronimo, Mark Schiffman, Mike Bopf, Leif Neve, Carl Cornwell, Scott R. Budihas, George R. Thoma:
Technology for Medical Education, Research, and Disease Screening by Exploitation of Biomarkers in a Large Collection of Uterine Cervix Images. CBMS 2006: 826-831 - 2004
- [c3]Jose Jeronimo, Mark Schiffman, L. Rodney Long, Leif Neve, Sameer K. Antani:
A Tool for Collection of Region Based Data from Uterine Cervix Images for Correlation of Visual and Clinical Variables Related to Cervical Neoplasia. CBMS 2004: 558-562 - [c2]Mike Bopf, Tina Coleman, L. Rodney Long, Sameer K. Antani, George R. Thoma, Jose Jeronimo, Mark Schiffman:
An Architecture for Streamlining the Implementation of Biomedical Text/Image Databases on the Web. CBMS 2004: 563- - [c1]Shuyu Yang, Jiangling Guo, Philip S. King, Y. Sriraja, Sunanda Mitra, Brian Nutter, Daron Ferris, Mark Schiffman, Jose Jeronimo, L. Rodney Long:
A multispectral digital Cervigram analyzer in the wavelet domain for early detection of cervical cancer. Medical Imaging: Image Processing 2004
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