Aakanksha Rana

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Aljosa SmolicProfessor, Lucerne University of Applied Sciences and ArtsVerified email at hslu.ch
Frederic DufauxUniversité Paris-Saclay, CNRS, CentraleSupélec, L2SVerified email at l2s.centralesupelec.fr
Giuseppe ValenziseResearcher, L2S, CNRS, CentraleSupelec, Université Paris-SaclayVerified email at l2s.centralesupelec.fr
Susana Ruano SáinzPostdoctoral Research Fellow, Trinity College DublinVerified email at scss.tcd.ie
Iman ZolanvariData ScientistVerified email at zolanvari.com
Timothy R. SmithAssociate Professor, Neurosurgery, Harvard Medical SchoolVerified email at bwh.harvard.edu
Cagri OzcinarMachine Learning ScientistVerified email at scss.tcd.ie
Rogério Eduardo da SilvaUniversity of LeicesterVerified email at leicester.ac.uk
Caroline M.W. GoedmakersLeiden University Medical Center, department of neurosurgeryVerified email at lumc.nl
Sreekar MantenaTrainee, Harvard-MIT MD/PhD ProgramVerified email at hms.harvard.edu
Aldo Robles ArévaloIDMEC, Instituto Superior Técnico, Universidade de LisboaVerified email at tecnico.ulisboa.pt
Omar ArnaoutHarvard School of MedicineVerified email at bwh.harvard.edu
alessandro boaroNeurosurgeon and PhD Candidate, University of VeronaVerified email at univr.it
Barbara D. LamClinical Fellow, Beth Israel Deaconess Medical CenterVerified email at bidmc.harvard.edu
Matthew G. CrowsonDeloitte Consulting // Mass Eye & Ear + Harvard Medical SchoolVerified email at meei.harvard.edu
Praveer SinghAssistant Professor, University of Colorado School of MedicineVerified email at cuanschutz.edu
Nikos KomodakisAssistant Professor, Computer Science Department, University of CreteVerified email at csd.uoc.gr
patrick pérezkyutaiVerified email at kyutai.org
Joaquin Zepeda SalvatierraAmazon, SeattleVerified email at amazon.com
Yuliya TarabalkaResearch director, Luxcarta TechnologyVerified email at luxcarta.com

Aakanksha Rana

Massachusetts Institute of Technology

Verified email at mit.edu - Homepage

Medical Imaging Computer Vision Deep Learning Immersive Technologies


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Deep tone mapping operator for high dynamic range images A Rana, P Singh, G Valenzise, F Dufaux, N Komodakis, A Smolic IEEE Transactions on Image Processing 29, 1285-1298, 2019	119	2019
DublinCity: Annotated LiDAR Point Cloud and its Applications SMI Zolanvari, S Ruano, A Rana, A Cummins, A Smolic, RE da Silva, ... 2019 The British Machine Vision Conference, 2019	91	2019
Graph-cut-based model for spectral-spatial classification of hyperspectral images Y Tarabalka, A Rana 2014 IEEE Geoscience and Remote Sensing Symposium, 3418-3421, 2014	60	2014
A systematic review of federated learning applications for biomedical data MG Crowson, D Moukheiber, AR Arévalo, BD Lam, S Mantena, A Rana, ... PLOS Digital Health 1 (5), e0000033, 2022	54	2022
Super-resolution of Omnidirectional Images Using Adversarial Learning C Ozcinar, A Rana, A Smolic IEEE 21st International Workshop on Multimedia Signal Processing (MMSP 2019), 2019	42	2019
Learning-based tone mapping operator for efficient image matching A Rana, G Valenzise, F Dufaux IEEE Transactions on Multimedia, 2018	42	2018
Towards Generating Ambisonics using Audio-Visual Cue for Virtual Reality A Rana, C Ozcinar, A Smolic ICASSP 2019, 2019	31	2019
Evaluation of feature detection in HDR based imaging under changes in illumination conditions A Rana, G Valenzise, F Dufaux 2015 IEEE International Symposium on Multimedia (ISM), 289-294, 2015	31	2015
Aesthetic image captioning from weakly-labelled photographs K Ghosal, A Rana, A Smolic Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019	21	2019
An evaluation of HDR image matching under extreme illumination changes A Rana, G Valenzise, F Dufaux 2016 Visual Communications and Image Processing (VCIP), 1-4, 2016	17	2016
Learning-based Tone Mapping Operator for Image Matching A Rana, G Valenzise, F Dufaux 2017 The International Conference on Image Processing (IEEE ICIP 2017), 2017	15	2017
Optimizing tone mapping operators for keypoint detection under illumination changes A Rana, G Valenzise, F Dufaux 2016 IEEE 18th International Workshop on Multimedia Signal Processing (MMSP …, 2016	14	2016
Deep learning for adjacent segment disease at preoperative MRI for cervical radiculopathy CMW Goedmakers, AM Lak, AH Duey, AW Senko, O Arnaout, MW Groff, ... Radiology 301 (3), 664-671, 2021	13	2021
Aakanksha Rana, Alan Cummins, Rogerio Eduardo da Silva, Morteza Rahbar, and Aljosa Smolic. Dublincity: Annotated lidar point cloud and its applications SM Zolanvari, S Ruano BMVC 2, 3, 2019	13	2019
Learning-based adaptive tone mapping for keypoint detection A Rana, G Valenzise, F Dufaux 2017 IEEE International Conference on Multimedia and Expo (ICME), 337-342, 2017	13	2017
ColorNet--Estimating Colorfulness in Natural Images E Zerman, A Rana, A Smolic	12	2019
Feature learning for the image retrieval task A Rana, J Zepeda, P Perez Asian Conference on Computer Vision Workshops, 152-165, 2014	10	2014
Deep neural networks allow expert-level brain meningioma detection, segmentation and improvement of current clinical practice A Boaro, J Kaczmarzyk, VK Kavouridis, M Harary, M Mammi, H Dawood, ... medRxiv, 2021	9*	2021
DublinCity: Annotated LiDAR point cloud and its applications. arXiv 2019 S Zolanvari, S Ruano, A Rana, A Cummins, RE Da Silva, M Rahbar, ... arXiv preprint arXiv:1909.03613, 0	8
FDA-approved machine learning algorithms in neuroradiology: a systematic review of the current evidence for approval AG Yearley, CMW Goedmakers, A Panahi, J Doucette, A Rana, ... Artificial Intelligence in Medicine 143, 102607, 2023	7	2023

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