Plus disease in retinopathy of prematurity: a continuous spectrum of vascular abnormality as a basis of diagnostic variability JP Campbell, J Kalpathy-Cramer, D Erdogmus, P Tian, D Kedarisetti, ... Ophthalmology 123 (11), 2338-2344, 2016 | 83 | 2016 |
Plus disease in retinopathy of prematurity: improving diagnosis by ranking disease severity and using quantitative image analysis J Kalpathy-Cramer, JP Campbell, D Erdogmus, P Tian, D Kedarisetti, ... Ophthalmology 123 (11), 2345-2351, 2016 | 82 | 2016 |
Diagnostic discrepancies in retinopathy of prematurity classification JP Campbell, MC Ryan, E Lore, P Tian, S Ostmo, K Jonas, RVP Chan, ... Ophthalmology 123 (8), 1795-1801, 2016 | 69 | 2016 |
Plus disease in retinopathy of prematurity: convolutional neural network performance using a combined neural network and feature extraction approach VM Yildiz, P Tian, I Yildiz, JM Brown, J Kalpathy-Cramer, J Dy, S Ioannidis, ... Translational Vision Science & Technology 9 (2), 10-10, 2020 | 56 | 2020 |
Multi-modality sensing and data fusion for multi-vehicle detection D Roy, Y Li, T Jian, P Tian, K Chowdhury, S Ioannidis IEEE Transactions on Multimedia 25, 2280-2295, 2022 | 50 | 2022 |
Classification and comparison via neural networks İ Yıldız, P Tian, J Dy, D Erdoğmuş, J Brown, J Kalpathy-Cramer, S Ostmo, ... Neural Networks 118, 65-80, 2019 | 35 | 2019 |
Imaging & Informatics in Retinopathy of Prematurity Research Consortium. Diagnostic discrepancies in retinopathy of prematurity classification JP Campbell, MC Ryan, E Lore, P Tian, S Ostmo, K Jonas, RVP Chan, ... Ophthalmology 123 (8), 1795-1801, 2016 | 33 | 2016 |
Predicting imminent aggression onset in minimally-verbal youth with autism spectrum disorder using preceding physiological signals MS Goodwin, O Özdenizci, C Cumpanasoiu, P Tian, Y Guo, A Stedman, ... Proceedings of the 12th EAI International Conference on Pervasive Computing …, 2018 | 30 | 2018 |
Experimental Design under the Bradley-Terry Model. Y Guo, P Tian, J Kalpathy-Cramer, S Ostmo, JP Campbell, MF Chiang, ... IJCAI, 2198-2204, 2018 | 26 | 2018 |
Imaging and Informatics in Retinopathy of Prematurity Research Consortium. Plus disease in retinopathy of prematurity: improving diagnosis by ranking disease severity and using … J Kalpathy-Cramer, JP Campbell, D Erdogmus, P Tian, D Kedarisetti, ... Ophthalmology 123 (11), 2345-2351, 2016 | 15 | 2016 |
A severity score for retinopathy of prematurity P Tian, Y Guo, J Kalpathy-Cramer, S Ostmo, JP Campbell, MF Chiang, ... Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | 14 | 2019 |
Structural visual guidance attention networks in retinopathy of prematurity V Yildiz, S Ioannidis, I Yildiz, P Tian, JP Campbell, S Ostmo, ... 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 353-357, 2021 | 5 | 2021 |
Physiological Biomarkers for Prediction of Imminent Aggression in Minimally Verbal Children With Autism Spectrum Disorder. D Cumpanasoiu, C Mazefsky, A Stedman, C Peura, P Tian, Y Guo, ... Journal of the American Academy of Child & Adolescent Psychiatry 56, S256, 2017 | 5 | 2017 |
Improved training efficiency for retinopathy of prematurity deep learning models using comparison versus class labels A Hanif, İ Yıldız, P Tian, B Kalkanlı, D Erdoğmuş, S Ioannidis, J Dy, ... Ophthalmology Science 2 (2), 100122, 2022 | 4 | 2022 |
Deep learning for the identification of plus disease in retinopathy of prematurity J Kalpathy-Cramer, JP Campbell, S Kim, R Swan, KE Jonas, S Ostmo, ... Investigative Ophthalmology & Visual Science 58 (8), 5554-5554, 2017 | 3 | 2017 |
Sample complexity of rank regression using pairwise comparisons B Kadıoğlu, P Tian, J Dy, D Erdoğmuş, S Ioannidis Pattern Recognition 130, 108688, 2022 | 2 | 2022 |
Toward a severity index for ROP: An unsupervised approach P Tian, E Ataer-Cansizoglu, J Kalpathy-Cramer, S Ostmo, K Jonas, ... 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 2 | 2016 |
Artificial intelligence in retinopathy of prematurity: identification of clinically significant retinal vascular findings using computer-based image analysis MF Chiang, JM Brown, V Yildiz, P Tian, L Ghergherehchi, JP Campbell, ... Investigative Ophthalmology & Visual Science 59 (9), 2764-2764, 2018 | 1 | 2018 |
Artificial intelligence in retinopathy of prematurity (ROP): diagnostic performance of a supervised machine learning system (i-ROP ASSIST) S Ostmo, V Yildiz, P Tian, JM Brown, JP Campbell, SJ Kim, J Dy, ... Investigative Ophthalmology & Visual Science 59 (9), 2772-2772, 2018 | 1 | 2018 |
Evaluation of computer-based image analysis for retinopathy of prematurity screening S Tibrewal, P Tian, D Kedarisetti, J Kalpathy-Cramer, S Ioannidis, ... Investigative Ophthalmology & Visual Science 58 (8), 5539-5539, 2017 | 1 | 2017 |