Peter R. Mouton

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 17

Top Topics

Multilevel Thresholding

Microscopy Images

Top Venues

Publications

Saeed S. Alahmari, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
A Review of Nuclei Detection and Segmentation on Microscopy Images Using Deep Learning With Applications to Unbiased Stereology Counting. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Abhiram Kandiyana, Peter R. Mouton, Lawrence O. Hall, Dmitry B. Goldgof
Active Prompting of Vision Language Models for Human-in-the-loop Classification and Explanation of Microscopy Images. CBMS (2024)
Jacqueline Hausmann, Md Sirajus Salekin, Ghada Zamzmi, Peter R. Mouton, Stephanie Prescott, Thao Ho, Yu Sun, Dmitry B. Goldgof
Accurate Neonatal Face Detection for Improved Pain Classification in the Challenging NICU Setting. IEEE Access 12 (2024)
Md Imran Hossain, Ghada Zamzmi, Peter R. Mouton, Yu Sun, Dmitry B. Goldgof
Enhancing Concept-Based Explanation with Vision-Language Models. CBMS (2024)
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)
Hunter Morera, Palak Dave, Yaroslav Kolinko, Kurtis Allen, Saeed S. Alahmari, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
Classification of global microglia proliferation based on deep learning with local images. Medical Imaging: Image Processing (2022)
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)