Shantanu Ghosh on Muck Rack

Shantanu Ghosh

As seen in: Frontiers, Deccan Herald, Radiological Society of North America, Dialnet - Universidad de La Rioja, CFO, Tech Monitor, Amazon Science, The CFO

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Articles

Indigenous women at the crossroads of migration and marginalization

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By Sutapa Dutta, Shantanu Ghosh, Aafia Shereen
| Dialnet - Universidad de La Rioja
Ayuda Buscar en la ayuda Buscar en la ayuda Indigenous women at the crossroads of migration and marginalization Autores: Sutapa Dutta, Shantanu Ghosh, Aafia Shereen Localización: Tefros, ISSN-e 1669-726X, Vol. 24, Nº. 1, 2026 (Ejemplar dedicado a: Enero-Junio), págs.
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Distributionally robust self-supervised learning for tabular data

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By Shantanu Ghosh, Mikhail Kuznetsov, Özalp Özer, Joseph Xie
| Amazon Science
Machine learning (ML) models trained using Empirical Risk Minimization (ERM) often exhibit systematic errors on specific subpopulations of tabular data, known as error slices. Learning robust representation in the presence of error slices is challenging, especially in self-supervised settings during the feature reconstruction phase, due to high cardinality features and the complexity of constructing error sets.
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Anatomy-specific Progression Classification in Chest Radiographs via Weakly Supervised Learning

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By Ke Yu, Shantanu Ghosh, Zhexiong Liu, Christopher Deible
| Radiological Society of North America
Abstract Deep learning models were developed to classify disease progression in chest radiographs by using a two-step weakly supervised training approach. Purpose To develop a machine learning approach for classifying disease progression in chest radiographs using weak labels automatically derived from radiology reports.
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