Aritra Chowdhury
Aritra Chowdhury
Staff Data Scientist, Indeed
Email verificata su - Home page
Citata da
Citata da
Image driven machine learning methods for microstructure recognition
A Chowdhury, E Kautz, B Yener, D Lewis
Computational Materials Science 123, 176-187, 2016
Image-driven discriminative and generative machine learning algorithms for establishing microstructure–processing relationships
W Ma, EJ Kautz, A Baskaran, A Chowdhury, V Joshi, B Yener, DJ Lewis
Journal of Applied Physics 128 (13), 2020
Automatic clustering based on invasive weed optimization algorithm
A Chowdhury, S Bose, S Das
Swarm, Evolutionary, and Memetic Computing: Second International Conference …, 2011
Automatic shape independent clustering inspired by ant dynamics
A Chowdhury, S Das
Swarm and Evolutionary Computation 3, 33-45, 2012
Joint energy and spinning reserve dispatch in wind-thermal power system using IDE-SAR technique
D Maity, A Chowdhury, SS Reddy, BK Panigrahi, AR Abhyankar, ...
2013 IEEE Symposium on Swarm Intelligence (SIS), 284-290, 2013
Towards emergent language symbolic semantic segmentation and model interpretability
A Santamaria-Pang, J Kubricht, A Chowdhury, C Bhushan, P Tu
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
Active deep learning reduces annotation burden in automatic cell segmentation
A Chowdhury, SK Biswas, S Bianco
Medical Imaging 2021: Digital Pathology 11603, 94-99, 2021
Blood vessel characterization using virtual 3d models and convolutional neural networks in fluorescence microscopy
A Chowdhury, DV Dylov, Q Li, M MacDonald, DE Meyer, M Marino, ...
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017
Methods of systems of generating virtual multi-dimensional models using image analysis
A Santamaria-Pang, DE Meyer, ME Marino, Q Li, DV Dylov, A Chowdhury
US Patent 10,740,651, 2020
Emergent symbolic language based deep medical image classification
A Chowdhury, A Santamaria-Pang, JR Kubricht, P Tu
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 689-692, 2021
A computational study on convolutional feature combination strategies for grade classification in colon cancer using fluorescence microscopy data
A Chowdhury, CJ Sevinsky, A Santamaria-Pang, B Yener
Medical Imaging 2017: Digital Pathology 10140, 183-187, 2017
From symbols to signals: symbolic variational autoencoders
C Devaraj, A Chowdhury, A Jain, JR Kubricht, P Tu, A Santamaria-Pang
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
Towards semantic action analysis via emergent language
A Santamaria-Pang, JR Kubricht, C Devaraj, A Chowdhury, P Tu
2019 IEEE International Conference on Artificial Intelligence and Virtual …, 2019
Fastestimator healthcare ai framework
X Dong, A Chowdhury, J Hong, HM Chang, GB Avinash, VR Saripalli, ...
US Patent App. 16/699,567, 2020
Symbolic semantic segmentation and interpretation of COVID-19 lung infections in chest CT volumes based on emergent languages
A Chowdhury, A Santamaria-Pang, JR Kubricht, J Qiu, P Tu
arXiv preprint arXiv:2008.09866, 2020
Quantifying contribution and propagation of error from computational steps, algorithms and hyperparameter choices in image classification pipelines
A Chowdhury, M Magdon-Ismail, B Yener
arXiv preprint arXiv:1903.00405, 2019
Emergent languages from pretrained embeddings characterize latent concepts in dynamic imagery
JR Kubricht, A Santamaria-Pang, C Devaraj, A Chowdhury, P Tu
International Journal of Semantic Computing 14 (03), 357-373, 2020
Escell: emergent symbolic cellular language
A Chowdhury, JR Kubricht, A Sood, P Tu, A Santamaria-Pang
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1604-1607, 2020
FastEstimator: A Deep Learning Library for Fast Prototyping and Productization
X Dong, J Hong, HM Chang, M Potter, A Chowdhury, P Bahl, V Soni, ...
arXiv preprint arXiv:1910.04875, 2019
A machine learning approach to quantifying noise in medical images
A Chowdhury, CJ Sevinsky, B Yener, KS Aggour, SM Gustafson
Medical Imaging 2016: Digital Pathology 9791, 219-224, 2016
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