MLMark Langer

Mark Langer

*This is an algorithmically generated author record based on publicly available information.

Current Organizations / Institutes

The organizations/institutes from the scholar's latest article


Mark Langer has a total of 2 co-authors. Here are the top co-authors by number of shared publications:

  • Lech Papiez

    Department of Radiation Oncology, Indiana University Medical School, Indianapolis, Indiana 46202

    1 shared publication
  • Van Thai

    Department of Radiation Oncology, Indiana University Medical School, Indianapolis, Indiana 46202

    1 shared publication

Latest Publications

  • Improved leaf sequencing reduces segments or monitor units needed to deliver IMRT using multileaf collimators

    by Mark Langer, Van Thai, Lech Papiez

    Leaf sequencing algorithms may use an unnecessary number of monitor units or segments to generate intensity maps for delivery of intensity modulated radiotherapy(IMRT) using multiple static fields. An integer algorithm was devised to generate a sequence with the fewest possible segments when the minimum number of monitor units are used. Special hardware related restrictions on leaf motion can be incorporated. The algorithm was tested using a benchmark map from the literature and clinical examples. Results were compared to sequences given by the routine of Bortfeld that minimizes monitor units by treating each row independently, and the areal or reducing routines that use fewer segments at the price of more monitor units. The Bortfeld algorithm used on average 58% more segments than provided by the integer algorithm with bidirectional motion and 32% more segments than did an integer algorithm admitting only unidirectional sequences. The areal algorithm used 48% more monitor units and the reducing algorithm used 23% more monitor units than did the bidirectional integer algorithm, while the areal and reducing algorithms used 23% more segments than did the integer algorithm. Improved leaf sequencing algorithms can allow more efficient delivery of static field IMRT. The integer algorithm demonstrates the efficiencies possible with an improved routine and opens a new avenue for development.


  • Application of coloring theory to reduce intensity modulated radiotherapy dose calculations

    by Mark Langer

    Coloring theory is applied to reduce the dose calculations under intensity modulated radiotherapy. Intensity modulated radiotherapy varies the intensity profile across the beam. The beam face is divided into a panel of small squares or "bixels." Each square may be opened or closed for different lengths of time by moving collimator leaves in and out of the beam. It has been shown that the distribution of dose from radiation directed through any open square depends on whether the adjacent squares are opened or closed. Taking the states of neighboring bixels into account greatly increases the required dose calculations. There are 2(8) possible ways to select open or closed states for the eight neighbors of a given bixel. Each combination represents one coloring of a 3 x 3 panel, and each coloring demands a separate dose calculation. The number of calculations is reduced by considering the symmetries of a square. The 256 possible colorings can be divided into 51 distinct patterns through application of Burnside's theorem. Each pattern consists of selections of closed bixels that are the same except for a symmetric transformation of coordinates. If the symmetry between x and y coordinates is broken by collimator leaves whose ends and sides have different effects on bordering bixels, the number of patterns increases to 84. The theoretic gain in the number of calculations through the application of Burnside's theorem is fivefold if bixel borders are symmetric, and threefold if the borders are asymmetric. The results are applied to examples of generated intensity maps. The symmetry rules divide the bixel arrangements into proportionately fewer patterns as the intensity maps become larger, allowing computational gains to be achieved.