| 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 | 434 | 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 | 397 | 2016 |
| 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 | 230 | 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 | 224 | 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 | 212 | 2014 |
| 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 | 124 | 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 | 103 | 2017 |
| Blending lstms into cnns KJ Geras, A Mohamed, R Caruana, G Urban, S Wang, O Aslan, ... arXiv preprint arXiv:1511.06433, 2015 | 57* | 2015 |
| 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 | 53 | 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 | 43 | 2018 |
| Joint model training O Aslan, R Caruana, MR Richardson, A Mohamed, M Philipose, K Geras, ... US Patent App. 15/195,894, 2017 | 30 | 2017 |
| 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 | 30 | 2016 |
| 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 | 19 | 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 | 18 | 2020 |
| 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 | 17 | 2018 |
| 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 | 12 | 2017 |
| 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 | 9 | 2021 |
| Protein profiles: Biases and protocols G Urban, M Torrisi, CN Magnan, G Pollastri, P Baldi Computational and structural biotechnology journal 18, 2281-2289, 2020 | 7 | 2020 |
| Macroscopic quantum escape of Bose-Einstein condensates: Analysis of experimentally realizable quasi-one-dimensional traps DA Alcala, G Urban, M Weidemüller, LD Carr Physical Review A 98 (2), 023619, 2018 | 7 | 2018 |
| Deep Semi-Supervised Learning Improves Universal Peptide Identification of Shotgun Proteomics Data JT Halloran, G Urban, D Rocke, P Baldi bioRxiv, 2020 | 1 | 2020 |
Pierre BaldiProfessor, University of California, IrvineVerified email at ics.uci.edu
