Peter R. Mouton

30 papers B 11C 1Journal 9Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Active Prompt Tuning Enables GPT-4O to do Efficient Classification of Microscopy Images. ISBI Abhiram Kandiyana, Peter R. Mouton, Yaroslav Kolinko, Lawrence O. Hall, Dmitry B. Goldgof
2025	B	`conf`	Automated Deep Learning Approach for Post-Operative Neonatal Pain Detection and Prediction Through Physiological Signals. CBMS Jacqueline Hausmann, Jiayi Wang, Marcia Kneusel, Stephanie Prescott, Peter R. Mouton, Yu Sun, Dmitry B. Goldgof
2025	J	`jnl`	Explainable AI for Medical Data: Current Methods, Limitations, and Future Directions. ACM Comput. Surv. Md Imran Hossain, Ghada Zamzmi, Peter R. Mouton, Md Sirajus Salekin, Yu Sun, Dmitry B. Goldgof
2025	B	`conf`	Few-Shot Prompting with Vision Language Model for Pain Classification in Infant Cry Sounds. CBMS Anthony McCofie, Abhiram Kandiyana, Peter R. Mouton, Yu Sun, Dmitry B. Goldgof
2024	J	`jnl`	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. Saeed S. Alahmari, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
2024	J	`jnl`	Accurate Neonatal Face Detection for Improved Pain Classification in the Challenging NICU Setting. IEEE Access Jacqueline Hausmann, Md Sirajus Salekin, Ghada Zamzmi, Peter R. Mouton, Stephanie Prescott, Thao Ho, Yu Sun, Dmitry B. Goldgof
2024	J	`jnl`	Active Prompt Tuning Enables Gpt-40 To Do Efficient Classification Of Microscopy Images. CoRR Abhiram Kandiyana, Peter R. Mouton, Yaroslav Kolinko, Lawrence O. Hall, Dmitry B. Goldgof
2024	B	`conf`	Active Prompting of Vision Language Models for Human-in-the-loop Classification and Explanation of Microscopy Images. CBMS Abhiram Kandiyana, Peter R. Mouton, Lawrence O. Hall, Dmitry B. Goldgof
2024	B	`conf`	Enhancing Concept-Based Explanation with Vision-Language Models. CBMS Md Imran Hossain, Ghada Zamzmi, Peter R. Mouton, Yu Sun, Dmitry B. Goldgof
2024	—	`conf`	Explainable AI (XAI) for Neonatal Pain Assessment via Influence Function Modification. EMBC Md Imran Hossain, Ghada Zamzmi, Peter R. Mouton, Yu Sun, Dmitry B. Goldgof
2024	J	`jnl`	Repeatability of Fine-Tuning Large Language Models Illustrated Using QLoRA. IEEE Access Saeed S. Alahmari, Lawrence O. Hall, Peter R. Mouton, Dmitry B. Goldgof
2023	B	`conf`	Enhancing Neonatal Pain Assessment Transparency via Explanatory Training Examples Identification. CBMS Md Imran Hossain, Ghada Zamzmi, Peter R. Mouton, Yu Sun, Dmitry B. Goldgof
2023	—	`conf`	MIMO U-Net: efficient cell segmentation and counting in microscopy image sequences. Digital and Computational Pathology Palak Dave, Yaroslav Kolinko, Hunter Morera, Kurtis Allen, Saeed S. Alahmari, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
2023	B	`conf`	MIMO YOLO - A Multiple Input Multiple Output Model for Automatic Cell Counting. CBMS Hunter Morera, Palak Dave, Saeed S. Alahmari, Yaroslav Kolinko, Lawrence O. Hall, Dmitry B. Goldgof, Peter R. Mouton
2022	—	`conf`	Attentional Generative Multimodal Network for Neonatal Postoperative Pain Estimation. MICCAI (3) Md Sirajus Salekin, Ghada Zamzmi, Dmitry B. Goldgof, Peter R. Mouton, Kanwaljeet J. S. Anand, Terri Ashmeade, Stephanie Prescott, Yangxin Huang, Yu Sun
2022	B	`conf`	Classification of global microglia proliferation based on deep learning with local images. Image Processing Hunter Morera, Palak Dave, Yaroslav Kolinko, Kurtis Allen, Saeed S. Alahmari, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
2020	J	`jnl`	Challenges for the Repeatability of Deep Learning Models. IEEE Access Saeed S. Alahmari, Dmitry B. Goldgof, Peter R. Mouton, Lawrence O. Hall
2019	B	`conf`	Automatic Cell Counting using Active Deep Learning and Unbiased Stereology. SMC Saeed S. Alahmari, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
2019	J	`jnl`	Iterative Deep Learning Based Unbiased Stereology With Human-in-the-Loop. CoRR Saeed S. Alahmari, Dmitry B. Goldgof, Lawrence O. Hall, Palak Dave, Hady Ahmady Phoulady, Peter R. Mouton
2018	J	`jnl`	A New Cervical Cytology Dataset for Nucleus Detection and Image Classification (Cervix93) and Methods for Cervical Nucleus Detection. CoRR Hady Ahmady Phoulady, Peter R. Mouton
2018	C	`conf`	Iterative Deep Learning Based Unbiased Stereology with Human-in-the-Loop. ICMLA Saeed S. Alahmari, Dmitry B. Goldgof, Lawrence O. Hall, Palak Dave, Hady Ahmady Phoulady, Peter R. Mouton
2017	J	`jnl`	A framework for nucleus and overlapping cytoplasm segmentation in cervical cytology extended depth of field and volume images. Comput. Medical Imaging Graph. Hady Ahmady Phoulady, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
2016	—	`conf`	A new approach to detect and segment overlapping cells in multi-layer cervical cell volume images. ISBI Hady Ahmady Phoulady, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
2016	B	`conf`	Automatic quantification and classification of cervical cancer via Adaptive Nucleus Shape Modeling. ICIP Hady Ahmady Phoulady, Mu Zhou, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
2016	—	`conf`	Nucleus segmentation in histology images with hierarchical multilevel thresholding. Digital Pathology Hady Ahmady Phoulady, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
2014	B	`conf`	Experiments with large ensembles for segmentation and classification of cervical cancer biopsy images. SMC Hady Ahmady Phoulady, Baishali Chaudhury, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton, Ardeshir Hakam, Erin M. Siegel
2013	—	`conf`	An Ensemble Algorithm Framework for Automated Stereology of Cervical Cancer. ICIAP (1) Baishali Chaudhury, Hady Ahmady Phoulady, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton, Ardeshir Hakam, Erin M. Siegel
2012	B	`conf`	A novel algorithm for automated counting of stained cells on thick tissue sections. CBMS Baishali Chaudhury, Kurt Kramer, Daniel Elozory, Gerry Hernandez, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
2011	—	`conf`	Automatic location of microscopic focal planes for computerized stereology. Computer-Aided Diagnosis Daniel T. Elozory, Om Pavithra Bonam, Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Osvaldo Mangual, Peter R. Mouton
2011	—	`conf`	Toward automated quantification of biological microstructures using unbiased stereology. Computer-Aided Diagnosis Om Pavithra Bonam, Daniel Elozory, Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Osvaldo Mangual, Peter R. Mouton