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Journal Articles
- 2022
[j7]William Paul, Armin Hadzic, Neil Joshi, Fady Alajaji, Philippe Burlina:
TARA: Training and Representation Alteration for AI Fairness and Domain Generalization. Neural Comput. 34(3): 716-753 (2022)- 2020
- [j6]Philippe M. Burlina, Neil J. Joshi, Phil A. Mathew
, William Paul, Alison W. Rebman, John N. Aucott:
AI-based detection of erythema migrans and disambiguation against other skin lesions. Comput. Biol. Medicine 125: 103977 (2020) - 2019
- [j5]Philippe Burlina, Neil Joshi, Seth Billings, I-Jeng Wang, Jemima Albayda:
Deep embeddings for novelty detection in myopathy. Comput. Biol. Medicine 105: 46-53 (2019) - [j4]Philippe M. Burlina, Neil Joshi, Elise Ng, Seth D. Billings, Alison W. Rebman, John N. Aucott:
Automated detection of erythema migrans and other confounding skin lesions via deep learning. Comput. Biol. Medicine 105: 151-156 (2019) - [j3]Michael J. Pekala, Neil Joshi, T. Y. Alvin Liu, Neil M. Bressler, Delia Cabrera DeBuc, Philippe Burlina:
Deep learning based retinal OCT segmentation. Comput. Biol. Medicine 114 (2019) - 2017
- [j2]Philippe Burlina, Katia D. Pacheco, Neil Joshi, David E. Freund, Neil M. Bressler:
Comparing humans and deep learning performance for grading AMD: A study in using universal deep features and transfer learning for automated AMD analysis. Comput. Biol. Medicine 82: 80-86 (2017) - 2010
- [j1]Neil Joshi, Ling Guan:
Feature Fusion Applied to Missing Data ASR with the Combination of Recognizers. J. Signal Process. Syst. 58(3): 359-370 (2010)
Conference and Workshop Papers
- 2019
- [c10]Philippe Burlina, Neil Joshi, I-Jeng Wang:
Where's Wally Now? Deep Generative and Discriminative Embeddings for Novelty Detection. CVPR 2019: 11507-11516 - [c9]Philippe Burlina, Neil J. Joshi, Seth Billings, I-Jeng Wang, Jemima Albayda:
Unsupervised Deep Novelty Detection: Application To Muscle Ultrasound And Myositis Screening. ISBI 2019: 1910-1914 - 2018
- [c8]Philippe Burlina, Neil Joshi, Neil M. Bressler:
AI-based AMD Analysis: A Review of Recent Progress. ACCV Workshops 2018: 303-308 - [c7]Michael J. Pekala, Neil Joshi, T. Y. Alvin Liu, Neil M. Bressler, Delia Cabrera DeBuc, Philippe Burlina:
OCT Segmentation via Deep Learning: A Review of Recent Work. ACCV Workshops 2018: 316-322 - [c6]Philippe Burlina, Neil Joshi, Elise Ng, Seth Billings, Alison W. Rebman, John N. Aucott:
Skin Image Analysis for Erythema Migrans Detection and Automated Lyme Disease Referral. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 244-251 - 2017
- [c5]Neil Joshi, Seth Billings, Erika Schwartz, Susan C. Harvey, Philippe Burlina:
Machine Learning Methods for 1D Ultrasound Breast Cancer Screening. ICMLA 2017: 711-715 - [c4]Arnaldo Horta, Neil Joshi, Michael J. Pekala, Katia D. Pacheco, Jun Kong, Neil M. Bressler, David E. Freund, Philippe Burlina:
A Hybrid Approach for Incorporating Deep Visual Features and Side Channel Information with Applications to AMD Detection. ICMLA 2017: 716-720 - 2016
- [c3]Philippe Burlina, David E. Freund, Neil Joshi, Y. Wolfson, Neil M. Bressler:
Detection of age-related macular degeneration via deep learning. ISBI 2016: 184-188 - 2007
- [c2]Neil Joshi, Ling Guan:
Combination of Recognizers and Fusion of Features Approach to Missing Data ASR Under Non-Stationary Noise Conditions. ICASSP (4) 2007: 1041-1044 - 2006
- [c1]Neil Joshi, Ling Guan:
Missing data ASR with fusion of features and combination of recognizers. SLT 2006: 114-117
Informal and Other Publications
- 2021
- [i5]Neil Joshi, Philippe M. Burlina:
AI Fairness via Domain Adaptation. CoRR abs/2104.01109 (2021) - 2020
- [i4]Philippe Burlina, Neil Joshi, William Paul, Katia D. Pacheco, Neil M. Bressler:
Addressing Artificial Intelligence Bias in Retinal Disease Diagnostics. CoRR abs/2004.13515 (2020) - [i3]Philippe M. Burlina, William Paul, Phil A. Mathew, Neil J. Joshi, Alison W. Rebman, John N. Aucott:
AI Progress in Skin Lesion Analysis. CoRR abs/2009.13323 (2020) - [i2]William Paul, Armin Hadzic, Neil Joshi, Philippe Burlina:
RENATA: REpreseNtation And Training Alteration for Bias Mitigation. CoRR abs/2012.06387 (2020) - 2018
- [i1]Michael J. Pekala, Neil Joshi, David E. Freund, Neil M. Bressler, Delia Cabrera DeBuc, Philippe M. Burlina:
Deep Learning based Retinal OCT Segmentation. CoRR abs/1801.09749 (2018)
Coauthor Index
aka: Philippe M. Burlina
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