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 Vice Chair of Biostatistics; IUSM PHI Endowed Chair; Assistant DeanVerified 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
M. Okan IrfanogluVerified email at mail.nih.gov
Steffen SammetDirector of Clinical MR Physics, Associate 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
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
Rittscher JensDepartment of Engineering Science, University of Oxford, UKVerified email at rittscher.org
Boonthanome NouanesengsyLos Alamos National LaboratoryVerified email at lanl.gov
Niranjan SubrahmanyaGoogleVerified email at google.com
Mike OstrowskiHollings Cancer Center, Medical University of South CarolinaVerified email at musc.edu
Pamela L. WenzelAssociate Professor, University of Texas Health Science Center at HoustonVerified email at uth.tmc.edu
Tamal K. DeyProfessor Computer Science, Purdue UniversityVerified email at purdue.edu
Joshua Aaron LevineAssociate Professor, University of ArizonaVerified email at email.arizona.edu
Mehdi MoradiIBM Almaden Research Center, San Jose, CAVerified email at us.ibm.com

Firdaus Janoos

Two Sigma Investments

Verified email at bwh.harvard.edu

Machine Learning Stats


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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	63	2009
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	56	2013
Are deep policy gradient algorithms truly policy gradient algorithms? A Ilyas, L Engstrom, S Santurkar, D Tsipras, F Janoos, L Rudolph, ...	47	2018
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	41	2019
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	33	2009
Meshing interfaces of multi-label data with Delaunay refinement TK Dey, F Janoos, JA Levine Engineering with Computers 28 (1), 71-82, 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
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	28	2012
Sparse reinforcement learning via convex optimization Z Qin, W Li, F Janoos International Conference on Machine Learning, 424-432, 2014	27	2014
Spatio-temporal models of mental processes from fMRI F Janoos, R Machiraju, S Singh, IÁ Morocz Neuroimage 57 (2), 362-377, 2011	21	2011
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	21	2010
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	19	2020
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	16	2012
Sensor configuration for coverage optimization in surveillance applications F Janoos, R Machiraju, R Parent, JW Davis, A Murray Videometrics IX 6491, 649105, 2007	15	2007
A closer look at deep policy gradients A Ilyas, L Engstrom, S Santurkar, D Tsipras, F Janoos, L Rudolph, ... arXiv preprint arXiv:1811.02553, 2018	14	2018
Bayesian characterization of uncertainty in multi-modal image registration F Janoos, P Risholm, W Wells International Workshop on Biomedical Image Registration, 50-59, 2012	14	2012
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	12*	2014
Identifying nuclear phenotypes using semi-supervised metric learning S Singh, F Janoos, T Pécot, E Caserta, G Leone, J Rittscher, R Machiraju Biennial International Conference on Information Processing in Medical …, 2011	12	2011
Temporal matching of dendritic spines in confocal microscopy images of neuronal tissue sections KR Mosaliganti, F Janoos, X Xu, R Machiraju, K Huang, STC Wong Proceedings of the MICCAI Workshop on Medical Image Analysis with …, 2006	12	2006
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	11	2020

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