| Deep learning localizes and identifies polyps in real time with 96% accuracy in screening colonoscopy G Urban, P Tripathi, T Alkayali, M Mittal, F Jalali, W Karnes, P Baldi Gastroenterology 155 (4), 1069-1078. e8, 2018 | 728 | 2018 |
| Deep MRI brain extraction: A 3D convolutional neural network for skull stripping J Kleesiek, G Urban, A Hubert, D Schwarz, K Maier-Hein, M Bendszus, ... NeuroImage 129, 460-469, 2016 | 614 | 2016 |
| Jet flavor classification in high-energy physics with deep neural networks D Guest, J Collado, P Baldi, SC Hsu, G Urban, D Whiteson Physical Review D 94 (11), 112002, 2016 | 324 | 2016 |
| Multi-modal brain tumor segmentation using deep convolutional neural networks G Urban, M Bendszus, F Hamprecht, J Kleesiek MICCAI BraTS (brain tumor segmentation) challenge. Proceedings, winning …, 2014 | 301 | 2014 |
| Do deep convolutional nets really need to be deep and convolutional? G Urban, KJ Geras, SE Kahou, O Aslan, S Wang, R Caruana, A Mohamed, ... ICLR 2017 Conference, 2016 | 295 | 2016 |
| Deep learning for chemical reaction prediction D Fooshee, A Mood, E Gutman, M Tavakoli, G Urban, F Liu, N Huynh, ... Molecular Systems Design & Engineering 3 (3), 442-452, 2018 | 232 | 2018 |
| Automated synaptic connectivity inference for volume electron microscopy S Dorkenwald, PJ Schubert, MF Killinger, G Urban, S Mikula, F Svara, ... Nature methods 14 (4), 435-442, 2017 | 142 | 2017 |
| Joint model training O Aslan, R Caruana, MR Richardson, A Mohamed, M Philipose, K Geras, ... US Patent App. 15/195,894, 2017 | 97 | 2017 |
| Ilastik for multi-modal brain tumor segmentation J Kleesiek, A Biller, G Urban, U Kothe, M Bendszus, F Hamprecht Proceedings MICCAI BraTS (brain tumor segmentation challenge) 12, 17, 2014 | 93 | 2014 |
| Deep learning for drug discovery and cancer research: Automated analysis of vascularization images G Urban, K Bache, DTT Phan, A Sobrino, AK Shmakov, SJ Hachey, ... IEEE/ACM transactions on computational biology and bioinformatics 16 (3 …, 2018 | 76 | 2018 |
| Blending lstms into cnns KJ Geras, A Mohamed, R Caruana, G Urban, S Wang, O Aslan, ... arXiv preprint arXiv:1511.06433, 2015 | 74* | 2015 |
| Classifying shoulder implants in X-ray images using deep learning G Urban, S Porhemmat, M Stark, B Feeley, K Okada, P Baldi Computational and structural biotechnology journal 18, 967-972, 2020 | 61 | 2020 |
| Training and validation of deep neural networks for the prediction of 90-day post-liver transplant mortality using UNOS registry data BD Ershoff, CK Lee, CL Wray, VG Agopian, G Urban, P Baldi, ... Transplantation proceedings 52 (1), 246-258, 2020 | 56 | 2020 |
| Do deep convolutional nets really need to be deep (or even convolutional)? G Urban, KJ Geras, SE Kahou, OAS Wang, R Caruana, A Mohamed, ... | 46 | 2016 |
| Analysis of deep neural networks with extended data jacobian matrix S Wang, A Mohamed, R Caruana, J Bilmes, M Plilipose, M Richardson, ... International Conference on Machine Learning, 718-726, 2016 | 45 | 2016 |
| Inner and outer recursive neural networks for chemoinformatics applications G Urban, N Subrahmanya, P Baldi Journal of chemical information and modeling 58 (2), 207-211, 2018 | 26 | 2018 |
| Combining deep learning with optical coherence tomography imaging to determine scalp hair and follicle counts G Urban, N Feil, E Csuka, K Hashemi, C Ekelem, F Choi, NA Mesinkovska, ... Lasers in Surgery and Medicine 53 (1), 171-178, 2021 | 23 | 2021 |
| Su1642 Automated polyp detection using deep learning: leveling the field WE Karnes, T Alkayali, M Mittal, A Patel, J Kim, KJ Chang, AQ Ninh, ... Gastrointestinal Endoscopy 85 (5), AB376-AB377, 2017 | 19 | 2017 |
| SSpro/ACCpro 6: almost perfect prediction of protein secondary structure and relative solvent accessibility using profiles, deep learning and structural similarity G Urban, CN Magnan, P Baldi Bioinformatics 38 (7), 2064-2065, 2022 | 14 | 2022 |
| Weakly supervised polyp segmentation in colonoscopy images using deep neural networks S Chen, G Urban, P Baldi Journal of Imaging 8 (5), 121, 2022 | 11 | 2022 |
Pierre BaldiProfessor, University of California, IrvineVerified email at ics.uci.edu
