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Peter R. Mouton
ORCID
Publication Activity (10 Years)
Years Active: 2011-2023
Publications (10 Years): 12
Top Topics
Microscopy Images
Image Classification
Deep Learning
Segmentation Errors
Top Venues
SMC
CBMS
CoRR
ICIAP (1)
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Publications
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Hunter Morera
,
Palak Dave
,
Saeed S. Alahmari
,
Yaroslav Kolinko
,
Lawrence O. Hall
,
Dmitry B. Goldgof
,
Peter R. Mouton
MIMO YOLO - A Multiple Input Multiple Output Model for Automatic Cell Counting.
CBMS
(2023)
Md Imran Hossain
,
Ghada Zamzmi
,
Peter R. Mouton
,
Yu Sun
,
Dmitry B. Goldgof
Enhancing Neonatal Pain Assessment Transparency via Explanatory Training Examples Identification.
CBMS
(2023)
Md Sirajus Salekin
,
Ghada Zamzmi
,
Dmitry B. Goldgof
,
Peter R. Mouton
,
Kanwaljeet J. S. Anand
,
Terri Ashmeade
,
Stephanie Prescott
,
Yangxin Huang
,
Yu Sun
Attentional Generative Multimodal Network for Neonatal Postoperative Pain Estimation.
MICCAI (3)
(2022)
Saeed S. Alahmari
,
Dmitry B. Goldgof
,
Peter R. Mouton
,
Lawrence O. Hall
Challenges for the Repeatability of Deep Learning Models.
IEEE Access
8 (2020)
Saeed S. Alahmari
,
Dmitry B. Goldgof
,
Lawrence O. Hall
,
Peter R. Mouton
Automatic Cell Counting using Active Deep Learning and Unbiased Stereology.
SMC
(2019)
Saeed S. Alahmari
,
Dmitry B. Goldgof
,
Lawrence O. Hall
,
Palak Dave
,
Hady Ahmady Phoulady
,
Peter R. Mouton
Iterative Deep Learning Based Unbiased Stereology With Human-in-the-Loop.
CoRR
(2019)
Hady Ahmady Phoulady
,
Peter R. Mouton
A New Cervical Cytology Dataset for Nucleus Detection and Image Classification (Cervix93) and Methods for Cervical Nucleus Detection.
CoRR
(2018)
Saeed S. Alahmari
,
Dmitry B. Goldgof
,
Lawrence O. Hall
,
Palak Dave
,
Hady Ahmady Phoulady
,
Peter R. Mouton
Iterative Deep Learning Based Unbiased Stereology with Human-in-the-Loop.
ICMLA
(2018)
Hady Ahmady Phoulady
,
Dmitry B. Goldgof
,
Lawrence O. Hall
,
Peter R. Mouton
A framework for nucleus and overlapping cytoplasm segmentation in cervical cytology extended depth of field and volume images.
Comput. Medical Imaging Graph.
59 (2017)
Hady Ahmady Phoulady
,
Dmitry B. Goldgof
,
Lawrence O. Hall
,
Peter R. Mouton
A new approach to detect and segment overlapping cells in multi-layer cervical cell volume images.
ISBI
(2016)
Hady Ahmady Phoulady
,
Dmitry B. Goldgof
,
Lawrence O. Hall
,
Peter R. Mouton
Nucleus segmentation in histology images with hierarchical multilevel thresholding.
Medical Imaging: Digital Pathology
(2016)
Hady Ahmady Phoulady
,
Mu Zhou
,
Dmitry B. Goldgof
,
Lawrence O. Hall
,
Peter R. Mouton
Automatic quantification and classification of cervical cancer via Adaptive Nucleus Shape Modeling.
ICIP
(2016)
Hady Ahmady Phoulady
,
Baishali Chaudhury
,
Dmitry B. Goldgof
,
Lawrence O. Hall
,
Peter R. Mouton
,
Ardeshir Hakam
,
Erin M. Siegel
Experiments with large ensembles for segmentation and classification of cervical cancer biopsy images.
SMC
(2014)
Baishali Chaudhury
,
Hady Ahmady Phoulady
,
Dmitry B. Goldgof
,
Lawrence O. Hall
,
Peter R. Mouton
,
Ardeshir Hakam
,
Erin M. Siegel
An Ensemble Algorithm Framework for Automated Stereology of Cervical Cancer.
ICIAP (1)
(2013)
Baishali Chaudhury
,
Kurt Kramer
,
Daniel Elozory
,
Gerry Hernandez
,
Dmitry B. Goldgof
,
Lawrence O. Hall
,
Peter R. Mouton
A novel algorithm for automated counting of stained cells on thick tissue sections.
CBMS
(2012)
Daniel T. Elozory
,
Om Pavithra Bonam
,
Kurt Kramer
,
Dmitry B. Goldgof
,
Lawrence O. Hall
,
Osvaldo Mangual
,
Peter R. Mouton
Automatic location of microscopic focal planes for computerized stereology.
Medical Imaging: Computer-Aided Diagnosis
(2011)
Om Pavithra Bonam
,
Daniel Elozory
,
Kurt Kramer
,
Dmitry B. Goldgof
,
Lawrence O. Hall
,
Osvaldo Mangual
,
Peter R. Mouton
Toward automated quantification of biological microstructures using unbiased stereology.
Medical Imaging: Computer-Aided Diagnosis
(2011)