Computational Phenotyping

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

1 subtask in the archive's task tree.

Most implemented papers archive 2025-07-28

7 shown of 7 papers with code (18 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Multitask learning and benchmarking with clinical time series data
  22 Mar 2017 11 repositories listed Syntology ran 4 of 40 samples · 36 unverified · 5 pointer-only (licence)
  Health care is one of the most exciting frontiers in data mining and machine learning.
• Supervised Coupled Matrix-Tensor Factorization (SCMTF) for Computational Phenotyping of Patient Reported Outcomes in Ulcerative Colitis
  24 Jun 2025 1 repository listed
  This paper explores the application of computational phenotyping to leverage Patient-Reported Outcomes (PROs) using a novel supervised coupled matrix-tensor factorization (SCMTF) method, which integrates temporal PROs…
• Learning Inter-Modal Correspondence and Phenotypes from Multi-Modal Electronic Health Records
  12 Nov 2020 1 repository listed
  Such methods generally require an input tensor describing the inter-modal interactions to be pre-established; however, the correspondence between different modalities (e.
• PMHLD: Patch Map Based Hybrid Learning DehazeNet for Single Image Haze Removal
  14 May 2020 1 repository listed
  In addition, to further enhance the performance of the method for haze removal, a patch-map-based DCP has been embedded into the network, and this module has been trained with the atmospheric light generator, patch map…
• Analysis | OPEN | Published: 17 June 2019 Multitask learning and benchmarking with clinical time series data
  17 Jun 2019 1 repository listed
  Health care is one of the most exciting frontiers in data mining and machine learning.
• PMS-Net: Robust Haze Removal Based on Patch Map for Single Images
  1 Jun 2019 1 repository listed
  Conventional patch-based haze removal algorithms (e.
• Unsupervised Learning for Computational Phenotyping
  26 Dec 2016 1 repository listed
  With large volumes of health care data comes the research area of computational phenotyping, making use of techniques such as machine learning to describe illnesses and other clinical concepts from the data itself.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.