Slicer3:UIDesign:WorkingProblems:BCAnalysis:Volumetric

Back to Project Overview

Volumetric Tumor Analysis for Breast Cancer

Goal

Goal is to accommodate basic RECIST assessment for breast cancer (Response Evaluation Criteria In Solid Tumors). (RECIST is a set of published rules that define when cancer patients improve ("respond"), stay the same ("stable") or worsen ("progression") during treatments).

• Determine features that currently exist in Slicer
• Develop features that don't
• Provide a framework that knits features together in a comfortable workflow.

Linear Measurements Workflow

• Scroll through baseline
• Find the tumor's longest diameter (no reformat, just on orig acquisition)
• Measure the longest diameter D1(t1)
• Measure the orthogonal diameter D2(t1)
• If there are multiple tumors, measure both diams in each tumor and sum to get relative D1(t1) and relative D2(t1)
• Perform same measurements D1(t2) and D2(t2)
• Specific results to report:
  • Percent change
  • Absolute change
  • Question: units for these values -- mm!

Approach in Slicer

• create a subvolume of target breast for both pre and post treatment timepoints: try to make these two subvolumes match as closely as possible.
• run bias field correction on both subvolumes
• mask out background
• perform histogram matching (normalization across both subvolumes)
• registration
  • create transform node
  • put moving volume under transform
  • manually transform to get close
  • perform non-linear transform
  • perform nonlinear transform (bspline?) ?
  • resample (or do we have to resample prior to bspline xform?)
• Linear Measurements:
  • scroll to slice with largest diameter Dmax
  • measure Dmax on both timepoints, and orthogonal Dmax using the linear measurement widget.
• in Editor module:
  • use threshold paint to segment tumor; or
  • use fastmarching with seeds in the tumor tissue
  • erase any outlying pixels
• in Fiducials module:
  • create two fiducials along longest axis
  • check distance measure between; or
  • eventually use nicole's measurement widget
  • move fiducials to mark orthogonal axis
  • check distance measure between;
• Extra things to do:
  • use the editor quick model to create a model of the gland
  • use the editor to segment the skin (threshold, change island, quick model)

Ron's requests:

• The fiducial text is too large in the fast marching display. The default text size be smaller?
• I was not quite clear on how to create a new label map for doing the skin segmentation. I ended up reusing the fastmarchinglabel and losing that segmentation.
• quickmodel should use the label name as default.
• It would be nice to have short cuts to the add label tools and label statistics tools on the editor page. This would give a cue for beginners where to look for that functionality.

Volume Measurements Workflow

• Scroll through dataset and determine tumor with largest diameter.
• Segment largest diameter tumor in baseline Question: multiple tumors ok?
  • Manual or automatic segmentation OK
• Segment tumor in followup Questions: Must be same tumor, or largest diameter in followup? multiple tumors ok? (same tumor)
  • Manual or automatic segmentation OK -- but use same method
• Measure:
  • Volume(t1) and Volume(t2) Question: which is preferred, mm^3!
  • Relative % difference
  • Absolute change (same units as above)