Table 5 Absolute and relative differences for number of patients waiting between the investigated RT workflow grouping strategies and the reference scenario for curative treatment intent. Bold numbers indicate top three performing (lowest relative absolute mean) grouping strategies per task
CURATIVE | R | Pareto_80/20 | |∆| | |∆|/R | A1_85 | |∆| | |∆|/R | A2_85 | |∆| | |∆|/R | A1_80 | |∆| | |∆|/R | A2_80 | |∆| | |∆|/R | A1_75 | |∆| | |∆|/R | A2_75 | |∆| | |∆|/R | all-in-one | |∆| | |∆|/R | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1. Mould | mean | 9.03 | 2.86 | 6.16 | 65% | 4.83 | 4.21 | 40% | 5.07 | 4.01 | 36% | 4.33 | 4.69 | 51% | 5.34 | 4.01 | 39% | 1.78 | 7.25 | 78% | 4.41 | 4.69 | 49% | 0.00 | 9.03 | 100% |
sd | 4.14 | 1.68 | 3.70 | 19% | 2.19 | 3.30 | 26% | 2.21 | 3.52 | 29% | 2.92 | 2.96 | 22% | 2.69 | 3.04 | 24% | 0.89 | 3.74 | 10% | 2.08 | 3.24 | 20% | 0.00 | 4.14 | 0% | |
median | 9.02 | 2.14 | 6.92 | 70% | 4.33 | 5.59 | 52% | 4.56 | 5.08 | 48% | 3.16 | 4.24 | 45% | 4.54 | 5.09 | 43% | 1.55 | 7.64 | 79% | 4.54 | 3.97 | 51% | 0.00 | 9.02 | 100% | |
min | 0.00 | 0.00 | 0.00 | 20% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 5% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 56% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 100% | |
max | 18.56 | 7.27 | 13.11 | 88% | 10.47 | 9.88 | 71% | 10.12 | 10.49 | 71% | 11.54 | 12.88 | 83% | 12.11 | 10.03 | 71% | 5.20 | 15.64 | 92% | 8.47 | 13.69 | 87% | 0.00 | 18.56 | 100% | |
2. PET | mean | 6.24 | 3.24 | 2.99 | 47% | 6.07 | 0.52 | 9% | 6.22 | 0.57 | 10% | 5.77 | 0.92 | 16% | 6.50 | 0.79 | 13% | 2.79 | 3.44 | 52% | 8.87 | 2.88 | 53% | 0.61 | 5.62 | 89% |
sd | 1.99 | 1.10 | 1.08 | 8% | 1.55 | 0.40 | 7% | 1.71 | 0.43 | 8% | 2.15 | 0.79 | 12% | 2.06 | 0.75 | 11% | 0.98 | 1.80 | 18% | 3.54 | 2.95 | 61% | 0.32 | 1.96 | 6% | |
median | 6.19 | 3.05 | 3.05 | 48% | 6.14 | 0.44 | 8% | 6.19 | 0.54 | 8% | 6.07 | 0.74 | 13% | 6.51 | 0.48 | 10% | 2.70 | 3.41 | 58% | 8.44 | 1.32 | 18% | 0.52 | 5.58 | 91% | |
min | 0.00 | 0.00 | 0.00 | 28% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 8% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 73% | |
max | 10.33 | 5.91 | 4.69 | 63% | 9.05 | 1.65 | 30% | 9.04 | 1.40 | 34% | 10.14 | 2.87 | 44% | 10.42 | 2.69 | 41% | 5.06 | 6.38 | 82% | 14.51 | 9.80 | 229% | 1.03 | 9.85 | 100% | |
3. CT | mean | 7.94 | 4.77 | 3.41 | 42% | 8.56 | 1.28 | 21% | 8.48 | 1.09 | 16% | 10.22 | 3.07 | 46% | 9.00 | 2.03 | 33% | 3.45 | 4.71 | 54% | 3.14 | 4.79 | 61% | 0.83 | 7.11 | 87% |
sd | 3.79 | 2.94 | 2.93 | 23% | 3.72 | 0.85 | 19% | 3.84 | 1.43 | 22% | 4.96 | 2.06 | 42% | 4.17 | 1.39 | 31% | 2.01 | 3.39 | 22% | 2.23 | 2.51 | 15% | 0.35 | 3.72 | 9% | |
median | 8.06 | 4.39 | 2.28 | 40% | 8.61 | 1.22 | 15% | 9.01 | 0.51 | 7% | 9.78 | 3.01 | 32% | 10.03 | 1.70 | 22% | 3.07 | 4.25 | 56% | 2.01 | 5.00 | 61% | 1.01 | 7.29 | 89% | |
min | 0.00 | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 6% | 0.00 | 0.00 | 30% | 0.00 | 0.00 | 59% | |
max | 14.51 | 12.15 | 9.64 | 79% | 14.77 | 3.26 | 78% | 14.34 | 5.49 | 87% | 19.09 | 6.59 | 212% | 15.41 | 5.35 | 166% | 8.48 | 11.45 | 88% | 7.95 | 9.51 | 87% | 1.44 | 13.49 | 100% | |
4. MRI | mean | 12.02 | 8.65 | 3.37 | 35% | 10.94 | 1.74 | 19% | 10.93 | 1.58 | 16% | 9.19 | 3.15 | 26% | 9.50 | 2.75 | 25% | 6.60 | 5.42 | 50% | 6.07 | 5.95 | 53% | 0.34 | 11.69 | 95% |
sd | 6.38 | 6.64 | 1.78 | 21% | 7.22 | 1.21 | 14% | 6.88 | 1.09 | 12% | 5.55 | 2.40 | 15% | 6.00 | 2.06 | 15% | 5.57 | 2.43 | 18% | 5.42 | 2.71 | 18% | 0.29 | 6.35 | 10% | |
median | 11.93 | 7.60 | 3.41 | 30% | 8.71 | 1.49 | 21% | 9.19 | 1.51 | 16% | 7.66 | 2.09 | 23% | 8.16 | 2.04 | 23% | 3.96 | 5.23 | 50% | 4.23 | 5.77 | 58% | 0.26 | 11.60 | 97% | |
min | 0.00 | 0.00 | 0.00 | 3% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 12% | 0.00 | 0.00 | 5% | 0.00 | 0.00 | 17% | |
max | 27.29 | 26.28 | 7.34 | 81% | 27.62 | 5.18 | 58% | 26.68 | 4.46 | 53% | 21.58 | 8.51 | 63% | 24.10 | 8.09 | 56% | 22.43 | 12.03 | 86% | 22.32 | 12.16 | 86% | 0.89 | 26.91 | 100% | |
5. TD | mean | 5.63 | 4.70 | 1.26 | 34% | 5.50 | 0.63 | 18% | 5.59 | 0.49 | 11% | 6.02 | 1.36 | 26% | 6.52 | 1.58 | 37% | 3.99 | 1.73 | 42% | 4.14 | 1.92 | 51% | 1.10 | 4.53 | 70% |
sd | 5.08 | 4.89 | 0.65 | 19% | 5.14 | 0.47 | 15% | 5.21 | 0.45 | 9% | 6.52 | 1.58 | 21% | 6.02 | 1.41 | 39% | 4.99 | 1.27 | 23% | 6.02 | 1.40 | 27% | 0.41 | 5.02 | 19% | |
median | 3.23 | 2.24 | 1.29 | 39% | 3.51 | 0.54 | 16% | 3.41 | 0.36 | 10% | 3.32 | 0.76 | 19% | 4.40 | 1.10 | 23% | 1.81 | 1.43 | 43% | 1.13 | 1.69 | 66% | 1.21 | 2.13 | 72% | |
min | 0.00 | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 3% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 28% | |
max | 17.90 | 15.13 | 3.15 | 61% | 17.60 | 2.51 | 62% | 17.75 | 1.97 | 35% | 22.92 | 8.83 | 118% | 20.94 | 5.46 | 172% | 16.54 | 6.56 | 81% | 18.78 | 6.70 | 80% | 1.55 | 16.83 | 100% | |
6. TP | mean | 2.90 | 1.46 | 1.44 | 49% | 3.06 | 0.58 | 21% | 3.06 | 0.53 | 18% | 2.49 | 0.49 | 15% | 3.10 | 0.67 | 24% | 1.48 | 1.42 | 48% | 1.53 | 1.37 | 47% | 0.36 | 2.55 | 86% |
sd | 0.83 | 0.58 | 0.56 | 15% | 1.23 | 0.57 | 19% | 1.25 | 0.58 | 19% | 0.56 | 0.54 | 14% | 1.29 | 0.62 | 21% | 0.56 | 0.62 | 16% | 0.59 | 0.56 | 15% | 0.24 | 0.86 | 12% | |
median | 2.89 | 1.39 | 1.46 | 52% | 2.91 | 0.43 | 16% | 2.77 | 0.25 | 8% | 2.66 | 0.27 | 10% | 2.67 | 0.47 | 17% | 1.42 | 1.37 | 51% | 1.53 | 1.37 | 46% | 0.38 | 2.47 | 88% | |
min | 0.00 | 0.00 | 0.00 | 6% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 5% | 0.00 | 0.00 | 2% | 0.00 | 0.00 | 18% | |
max | 4.86 | 2.69 | 2.59 | 72% | 6.16 | 3.21 | 109% | 5.85 | 2.79 | 94% | 3.28 | 2.33 | 65% | 5.18 | 2.28 | 79% | 2.73 | 2.86 | 73% | 2.84 | 2.57 | 73% | 0.78 | 4.84 | 100% | |
7. QA | mean | 11.39 | 6.34 | 5.29 | 43% | 5.10 | 6.29 | 53% | 10.50 | 1.94 | 17% | 11.01 | 1.59 | 17% | 10.74 | 1.84 | 19% | 2.01 | 9.39 | 79% | 1.25 | 10.14 | 87% | 0.36 | 11.03 | 97% |
sd | 4.69 | 2.85 | 3.61 | 19% | 2.12 | 3.81 | 18% | 3.73 | 1.24 | 10% | 4.34 | 1.34 | 17% | 4.19 | 1.53 | 18% | 1.13 | 4.63 | 16% | 0.53 | 4.47 | 8% | 0.25 | 4.63 | 2% | |
median | 11.31 | 6.07 | 5.12 | 44% | 5.29 | 6.11 | 55% | 10.10 | 1.71 | 17% | 11.17 | 1.27 | 11% | 10.99 | 1.55 | 14% | 1.75 | 9.30 | 85% | 1.36 | 9.72 | 89% | 0.33 | 10.79 | 97% | |
min | 0.00 | 0.00 | 0.00 | 3% | 0.00 | 0.00 | 3% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 24% | 0.00 | 0.00 | 43% | 0.00 | 0.00 | 89% | |
max | 19.65 | 12.72 | 11.85 | 75% | 9.78 | 13.59 | 82% | 16.06 | 4.63 | 47% | 18.29 | 5.60 | 66% | 18.17 | 6.71 | 89% | 6.27 | 16.75 | 94% | 2.44 | 17.82 | 96% | 0.79 | 19.26 | 100% | |
Total | mean | 7.88 | 4.57 | 3.42 | 45% | 6.29 | 2.18 | 26% | 7.12 | 1.46 | 18% | 7.00 | 2.18 | 28% | 7.24 | 1.95 | 27% | 3.16 | 4.77 | 58% | 4.20 | 4.54 | 57% | 0.51 | 7.37 | 89% |
sd | 3.84 | 2.95 | 2.05 | 18% | 3.31 | 1.51 | 17% | 3.55 | 1.25 | 16% | 3.86 | 1.67 | 20% | 3.77 | 1.54 | 23% | 2.31 | 2.56 | 18% | 2.91 | 2.55 | 24% | 0.26 | 3.81 | 8% | |
median | 7.52 | 3.84 | 3.36 | 46% | 5.64 | 2.26 | 26% | 6.46 | 1.42 | 16% | 6.26 | 1.77 | 22% | 6.75 | 1.77 | 22% | 2.32 | 4.66 | 60% | 3.32 | 4.12 | 56% | 0.53 | 6.98 | 91% | |
min | 0.00 | 0.00 | 0.00 | 9% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 16% | 0.00 | 0.00 | 12% | 0.00 | 0.00 | 55% | |
max | 16.16 | 11.74 | 7.48 | 74% | 13.64 | 5.61 | 70% | 14.26 | 4.46 | 60% | 15.26 | 6.80 | 93% | 15.19 | 5.80 | 96% | 9.53 | 10.24 | 85% | 11.04 | 10.32 | 106% | 0.93 | 15.68 | 100% |