Firdaus Janoos

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Raghu MachirajuProfessor of Computer Science and Engineering, Bioinformatics and PathologyVerified email at osu.edu
Istvan Akos MoroczHarvard UniversityVerified email at bwh.harvard.edu
Kun HuangProf. and Chair of Biostatistics and Health Data Science; IUSM PHI Endowed ChairVerified email at iu.edu
William M. Wells III (Sandy)Harvard Medical School, M.I.T.Verified email at bwh.harvard.edu
Shantanu SinghSenior Group Leader, Broad Institute of MIT and HarvardVerified email at broad.mit.edu
Petter RisholmSmart sensor systems, SINTEF DigitalVerified email at sintef.no
M. Okan IrfanogluVerified email at mail.nih.gov
Steffen SammetDirector of Clinical MR Physics, Professor, University of ChicagoVerified email at radiology.bsd.uchicago.edu
Joel SaltzSUNY Distinguished Professor and Chair of Biomedical Informatics, Stony Brook UniversityVerified email at stonybrook.edu
Weichang LiAramco Houston Research CenterVerified email at alum.mit.edu
Andrey FedorovRadiology, Brigham and Women's Hospital, Harvard Medical SchoolVerified email at bwh.harvard.edu
Rittscher JensDepartment of Engineering Science, University of Oxford, UKVerified email at rittscher.org
Clare TempanyBrigham & Women's Hsp/Harvard Medical schoolVerified email at bwh.harvard.edu
Isaiah NortonBrigham and Women's Hospital, Harvard Medical SchoolVerified email at bwh.harvard.edu
Niranjan SubrahmanyaGoogleVerified email at google.com
Boonthanome NouanesengsyLos Alamos National LaboratoryVerified email at lanl.gov
Pamela L. WenzelAssociate Professor, University of Texas Health Science Center at HoustonVerified email at uth.tmc.edu
Mike OstrowskiHollings Cancer Center, Medical University of South CarolinaVerified email at musc.edu
Tamal K. DeyProfessor Computer Science, Purdue UniversityVerified email at purdue.edu
Joshua Aaron LevineAssociate Professor, University of ArizonaVerified email at email.arizona.edu

Firdaus Janoos

Two Sigma Investments

Verified email at bwh.harvard.edu

Machine Learning Stats


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Implementation matters in deep policy gradients: A case study on ppo and trpo L Engstrom, A Ilyas, S Santurkar, D Tsipras, F Janoos, L Rudolph, ... arXiv preprint arXiv:2005.12729, 2020	261	2020
Implementation matters in deep rl: A case study on ppo and trpo L Engstrom, A Ilyas, S Santurkar, D Tsipras, F Janoos, L Rudolph, ... International conference on learning representations, 2019	105	2019
Bayesian characterization of uncertainty in intra-subject non-rigid registration P Risholm, F Janoos, I Norton, AJ Golby, WM Wells III Medical image analysis 17 (5), 538-555, 2013	71	2013
Robust 3D reconstruction and identification of dendritic spines from optical microscopy imaging F Janoos, K Mosaliganti, X Xu, R Machiraju, K Huang, STC Wong Medical image analysis 13 (1), 167-179, 2009	70	2009
A Closer Look at Deep Policy Gradients AM Andrew Ilyas, Logan Engstrom, Shibani Santurkar, Dimitris Tsipras ... Int. Conf on Learning Representation (ICLR), 2020	68*	2020
Are deep policy gradient algorithms truly policy gradient algorithms A Ilyas, L Engstrom, S Santurkar, D Tsipras, F Janoos, L Rudolph, ... arXiv preprint arXiv:1811.02553, 2018	59	2018
Tensor classification of N-point correlation function features for histology tissue segmentation K Mosaliganti, F Janoos, O Irfanoglu, R Ridgway, R Machiraju, K Huang, ... Medical image analysis 13 (1), 156-166, 2009	35	2009
System and method for monitoring safety and productivity of physical tasks H Elhawary, A Bansal, F Janoos, S Youssry, ER de Villa US Patent 10,674,965, 2020	34	2020
Sparse reinforcement learning via convex optimization Z Qin, W Li, F Janoos International Conference on Machine Learning, 424-432, 2014	32	2014
Meshing interfaces of multi-label data with Delaunay refinement TK Dey, F Janoos, JA Levine Engineering with Computers 28 (1), 71-82, 2012	31	2012
Two solutions for registration of ultrasound to MRI for image-guided prostate interventions M Moradi, F Janoos, A Fedorov, P Risholm, T Kapur, LD Wolfsberger, ... 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012	30	2012
Activity analysis using spatio-temporal trajectory volumes in surveillance applications F Janoos, S Singh, O Irfanoglu, R Machiraju, R Parent 2007 IEEE Symposium on Visual Analytics Science and Technology, 3-10, 2007	30	2007
Spatio-temporal models of mental processes from fMRI F Janoos, R Machiraju, S Singh, IA Morocz Neuroimage 57 (2), 362-377, 2011	26	2011
Multi-scale Graphical Models for Spatio-Temporal Processes F Janoos, H Denli, N Subrahmanya Advances in Neural Information Processing Systems 27 (NIPS 2014), 316-324, 2014	23*	2014
Anisotropic plate diffusion filtering for detection of cell membranes in 3D microscopy images K Mosaliganti, F Janoos, A Gelas, R Noche, N Obholzer, R Machiraju, ... 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2010	23	2010
Medical image segmentation in oral-maxillofacial surgery J Li, M Erdt, F Janoos, T Chang, J Egger Computer-Aided Oral and Maxillofacial Surgery, 1-27, 2021	20	2021
Identifying nuclear phenotypes using semi-supervised metric learning S Singh, F Janoos, T Pécot, E Caserta, G Leone, J Rittscher, R Machiraju Information Processing in Medical Imaging: 22nd International Conference …, 2011	20	2011
Rapid full‐brain fMRI with an accelerated multi shot 3D EPI sequence using both UNFOLD and GRAPPA O Afacan, WS Hoge, F Janoos, DH Brooks, IA Morocz Magnetic Resonance in Medicine 67 (5), 1266-1274, 2012	19	2012
Bayesian characterization of uncertainty in multi-modal image registration F Janoos, P Risholm, W Wells III International Workshop on Biomedical Image Registration, 50-59, 2012	15	2012
Multi-resolution image segmentation using the 2-point correlation functions F Janoos, MO Irfanoglu, K Mosaliganti, R Machiraju, K Huang, P Wenzel, ... 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to …, 2007	15	2007

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