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Author: Jayashree Kalpathy-Cramer

  • ORCiD: http://orcid.org/0000-0001-8906-9618
  • Most recently observed institution: Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA

Rankings

  • All-time downloads: 6,565 (rank: 40,821 (tie) )
  • Categories:
    • bioinformatics: 870 (rank: 20,206 (tie) )
    • infectious diseases: 1,336 (rank: 25,180 (tie) )
    • radiology and imaging: 4,359 (rank: 78 )

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Preprints

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

radiology and imaging more details view paper
  • Downloaded 1,804 times
  • Download rankings, all-time:
    • Site-wide: 11,627
    • In radiology and imaging: 27
  • Year to date:
    • Site-wide: 6,122
  • Since beginning of last month:
    • Site-wide: 10,220

Automated assessment of COVID-19 pulmonary disease severity on chest radiographs using convolutional Siamese neural networks

radiology and imaging more details view paper
  • Downloaded 1,347 times
  • Download rankings, all-time:
    • Site-wide: 18,161
    • In radiology and imaging: 39
  • Year to date:
    • Site-wide: 21,244
  • Since beginning of last month:
    • Site-wide: 31,050

COVID-19 Outpatient Screening: a Prediction Score for Adverse Events

infectious diseases more details view paper
  • Downloaded 1,336 times
  • Download rankings, all-time:
    • Site-wide: 18,375
    • In infectious diseases: 1,966
  • Year to date:
    • Site-wide: 33,468
  • Since beginning of last month:
    • Site-wide: 32,581

DeepStrain: A Deep Learning Workflow for the Automated Characterization of Cardiac Mechanics

bioinformatics more details view paper
  • Downloaded 870 times
  • Download rankings, all-time:
    • Site-wide: 34,878
    • In bioinformatics: 3,777
  • Year to date:
    • Site-wide: 6,643
  • Since beginning of last month:
    • Site-wide: 8,293

Improvement and Multi-Population Generalizability of a Deep Learning-Based Chest Radiograph Severity Score for COVID-19

radiology and imaging more details view paper
  • Downloaded 695 times
  • Download rankings, all-time:
    • Site-wide: 48,112
    • In radiology and imaging: 84
  • Year to date:
    • Site-wide: 20,244
  • Since beginning of last month:
    • Site-wide: 36,219

Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement

radiology and imaging more details view paper
  • Downloaded 513 times
  • Download rankings, all-time:
    • Site-wide: 70,790
    • In radiology and imaging: 119
  • Year to date:
    • Site-wide: 15,169
  • Since beginning of last month:
    • Site-wide: 23,035

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