Spremljaj
Peng Guo
Peng Guo
Machine Learning Program Lead, Instructor, Massachusetts General Hospital/Harvard Medical School
Preverjeni e-poštni naslov na mgh.harvard.edu - Domača stran
Naslov
Navedeno
Navedeno
Leto
CNN-based image analysis for malaria diagnosis
Z Liang, A Powell, I Ersoy, M Poostchi, K Silamut, K Palaniappan, P Guo, ...
2016 IEEE international conference on bioinformatics and biomedicine (BIBM …, 2016
3022016
Deep learning and handcrafted method fusion: higher diagnostic accuracy for melanoma dermoscopy images
JR Hagerty, RJ Stanley, HA Almubarak, N Lama, R Kasmi, P Guo, ...
IEEE journal of biomedical and health informatics 23 (4), 1385-1391, 2019
1662019
Nuclei-based features for uterine cervical cancer histology image analysis with fusion-based classification
P Guo, K Banerjee, RJ Stanley, R Long, S Antani, G Thoma, R Zuna, ...
IEEE journal of biomedical and health informatics 20 (6), 1595-1607, 2015
862015
A demonstration of automated visual evaluation of cervical images taken with a smartphone camera
Z Xue, AP Novetsky, MH Einstein, JZ Marcus, B Befano, P Guo, ...
International Journal of Cancer 147 (9), 2416-2423, 2020
542020
Ensemble deep learning for cervix image selection toward improving reliability in automated cervical precancer screening
P Guo, Z Xue, Z Mtema, K Yeates, O Ginsburg, M Demarco, LR Long, ...
Diagnostics 10 (7), 451, 2020
432020
A hybrid deep learning and handcrafted feature approach for cervical cancer digital histology image classification
HA AlMubarak, J Stanley, P Guo, R Long, S Antani, G Thoma, R Zuna, ...
International Journal of Healthcare Information Systems and Informatics …, 2019
372019
Deep learning for assessing image focus for automated cervical cancer screening
P Guo, S Singh, Z Xue, R Long, S Antani
2019 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2019
332019
Cross-dataset evaluation of deep learning networks for uterine cervix segmentation
P Guo, Z Xue, LR Long, S Antani
Diagnostics 10 (1), 44, 2020
222020
Enhancements in localized classification for uterine cervical cancer digital histology image assessment
P Guo, H Almubarak, K Banerjee, RJ Stanley, R Long, S Antani, G Thoma, ...
Journal of pathology informatics 7 (1), 51, 2016
192016
Cervical cancer histology image feature extraction and classification
P Guo
Missouri University of Science and Technology, 2014
82014
A deep modality-specific ensemble for improving pneumonia detection in chest X-rays
S Rajaraman, P Guo, Z Xue, SK Antani
Diagnostics 12 (6), 1442, 2022
72022
Network visualization and pyramidal feature comparison for ablative treatability classification using digitized cervix images
P Guo, Z Xue, J Jeronimo, JC Gage, KT Desai, B Befano, F García, ...
Journal of Clinical Medicine 10 (5), 953, 2021
72021
A deep clustering method for analyzing uterine cervix images across imaging devices
Z Xue, P Guo, KT Desai, A Pal, KO Ajenifuja, CA Adepiti, LR Long, ...
2021 IEEE 34th International Symposium on Computer-Based Medical Systems …, 2021
62021
Semi-supervised learning for cervical precancer detection
S Angara, P Guo, Z Xue, S Antani
2021 IEEE 34th International Symposium on Computer-Based Medical Systems …, 2021
62021
Color Feature-based Pillbox Image Color Recognition.
P Guo, RJ Stanley, JG Cole, JR Hagerty, WV Stoecker
VISIGRAPP (4: VISAPP), 188-194, 2017
62017
Image quality classification for automated visual evaluation of cervical precancer
Z Xue, S Angara, P Guo, S Rajaraman, J Jeronimo, AC Rodriguez, ...
Workshop on Medical Image Learning with Limited and Noisy Data, 206-217, 2022
52022
Anatomical landmark segmentation in uterine cervix images using deep learning
P Guo, Z Xue, LR Long, SK Antani
Medical Imaging 2020: Imaging Informatics for Healthcare, Research, and …, 2020
52020
Cleaning highly unbalanced multisource image dataset for quality control in cervical precancer screening
Z Xue, P Guo, S Angara, A Pal, J Jeronimo, KT Desai, OK Ajenifuja, ...
International Conference on Recent Trends in Image Processing and Pattern …, 2021
42021
Self-Supervised Learning for Accurate Liver View Classification in Ultrasound Images with Minimal Labeled Data
AR Ali, AE Samir, P Guo
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
32023
Deep ensemble learning for segmenting tuberculosis-consistent manifestations in chest radiographs
S Rajaraman, F Yang, G Zamzmi, P Guo, Z Xue, SK Antani
arXiv preprint arXiv:2206.06065, 2022
22022
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Članki 1–20