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Works (10)

A Deep Learning Based Framework for Joint Image Registration and Segmentation of Brain Metastases on Magnetic Resonance Imaging

Proceedings of the 8th Machine Learning for Healthcare Conference
2023-12 | Conference paper
URI:

https://proceedings.mlr.press/v219/patel23a.html
Contributors: Patel, Jay; Ahmed, Syed Rakin; Chang, Ken; Singh, Praveer; Gidwani, Mishka; Hoebel, Katharina; Kim, Albert; Bridge, Christopher; Teng, Chung-Jen; Li, Xiaomei et al.
Source: Self-asserted source
P Singh
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Preferred source (of 2)‎

Inconsistent Partitioning and Unproductive Feature Associations Yield Idealized Radiomic Models

Radiology
2023-04-01 | Journal article
DOI: 10.1148/radiol.220715
Contributors: Mishka Gidwani; Ken Chang; Jay Biren Patel; Katharina Viktoria Hoebel; Syed Rakin Ahmed; Praveer Singh; Clifton David Fuller; Jayashree Kalpathy-Cramer
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Crossref

Towards More Efficient Data Valuation in Healthcare Federated Learning Using Ensembling

2022 | Book chapter
DOI: 10.1007/978-3-031-18523-6_12
Contributors: Sourav Kumar; A. Lakshminarayanan; Ken Chang; Feri Guretno; Ivan Ho Mien; Jayashree Kalpathy-Cramer; Pavitra Krishnaswamy; Praveer Singh
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Crossref
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Addressing catastrophic forgetting for medical domain expansion

2021-11-17 | Preprint
DOI: 10.21203/rs.3.rs-1087025/v1
Contributors: Sharut Gupta; Praveer Singh; Ken Chang; Liangqiong Qu; Mehak Aggarwal; Nishanth Arun; Ashwin Vaswani; Shruti Raghavan; Vibha Agarwal; Mishka Gidwani et al.
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Crossref

Assessing the Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging

Radiology: Artificial Intelligence
2021-11-01 | Journal article
DOI: 10.1148/ryai.2021200267
Contributors: Nishanth Arun; Nathan Gaw; Praveer Singh; Ken Chang; Mehak Aggarwal; Bryan Chen; Katharina Hoebel; Sharut Gupta; Jay Patel; Mishka Gidwani et al.
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Crossref

Radiomics Repeatability Pitfalls in a Scan-Rescan MRI Study of Glioblastoma

Radiology: Artificial Intelligence
2021-01-01 | Journal article
DOI: 10.1148/ryai.2020190199
Contributors: Katharina V. Hoebel; Jay B. Patel; Andrew L. Beers; Ken Chang; Praveer Singh; James M. Brown; Marco C. Pinho; Tracy T. Batchelor; Elizabeth R. Gerstner; Bruce R. Rosen et al.
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Crossref

Give me (un)certainty -- An exploration of parameters that affect segmentation uncertainty

2019-11 | Other
DOI: 10.48550/arXiv.1911.06357
Contributors: Hoebel, Katharina; Chang, Ken; Patel, Jay; Singh, Praveer; Kalpathy-Cramer, Jayashree
Source: Self-asserted source
P Singh

Improving Recognition of Complex Aerial Scenes Using a Deep Weakly Supervised Learning Paradigm

IEEE Geoscience and Remote Sensing Letters
2018-12 | Journal article
DOI: 10.1109/LGRS.2018.2864216
Contributors: Praveer Singh; Nikos Komodakis
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Crossref

Unsupervised Representation Learning by Predicting Image Rotations

2018-02 | Conference paper
URI:

https://openreview.net/forum?id=S1v4N2l0-
Contributors: Gidaris, Spyros; Singh, Praveer; Komodakis, Nikos
Source: Self-asserted source
P Singh

A Multilayer Markovian Model for Change Detection in Aerial Image Pairs with Large Time Differences

22nd International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, August 24-28, 2014
2014 | Conference paper
DOI: 10.1109/ICPR.2014.169
Contributors: Praveer Singh and Zoltan Kato and Josiane Zerubia
Source: Self-asserted source
P Singh
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Peer review (8 reviews for 6 publications/grants)

Review activity for EBioMedicine. (1)
Review activity for Medical image analysis. (2)
Review activity for Nature communications (1)
Review activity for npj digital medicine. (1)
Review activity for Remote sensing. (2)
Review activity for Sensors. (1)
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