Table 6 Absolute and relative patient differences for number of patients waiting between the investigated RT workflow grouping strategies and the reference scenario for palliative treatment intent. Bold numbers indicate top three performing (lowest relative absolute mean) grouping strategies per task
PALLIATIVE | 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 | 2.47 | 1.69 | 0.86 | 28% | 1.17 | 1.33 | 56% | 1.53 | 0.97 | 33% | 0.57 | 1.90 | 78% | 2.51 | 0.85 | 42% | 0.65 | 1.82 | 73% | 0.64 | 1.83 | 75% | 0.53 | 1.94 | 73% |
sd | 1.21 | 0.73 | 1.07 | 23% | 0.99 | 0.96 | 25% | 0.70 | 1.01 | 21% | 0.61 | 1.03 | 17% | 1.37 | 0.87 | 58% | 0.78 | 1.10 | 23% | 0.78 | 1.07 | 22% | 0.34 | 1.27 | 23% | |
median | 2.25 | 1.49 | 0.33 | 22% | 0.73 | 1.08 | 62% | 1.27 | 0.59 | 30% | 0.40 | 1.65 | 79% | 2.21 | 0.60 | 23% | 0.45 | 1.65 | 79% | 0.45 | 1.65 | 79% | 0.50 | 1.78 | 79% | |
min | 0.00 | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 2% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 36% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 22% | 0.00 | 0.00 | 22% | 0.00 | 0.00 | 20% | |
max | 5.58 | 4.19 | 4.09 | 76% | 3.91 | 4.97 | 96% | 4.16 | 4.55 | 82% | 2.76 | 5.26 | 99% | 5.88 | 3.33 | 251% | 3.38 | 5.27 | 100% | 3.38 | 5.19 | 100% | 1.09 | 5.50 | 100% | |
2. PET | mean | 1.35 | 1.95 | 0.62 | 60% | 1.41 | 0.91 | 84% | 0.72 | 0.65 | 42% | 1.73 | 0.89 | 92% | 0.93 | 0.55 | 39% | 1.85 | 0.80 | 89% | 1.87 | 0.81 | 90% | 1.38 | 0.72 | 63% |
sd | 0.60 | 0.64 | 0.40 | 52% | 0.91 | 0.56 | 67% | 0.33 | 0.53 | 22% | 0.66 | 0.54 | 83% | 0.44 | 0.46 | 24% | 0.54 | 0.53 | 97% | 0.50 | 0.50 | 93% | 0.66 | 0.57 | 58% | |
median | 1.33 | 1.96 | 0.53 | 38% | 1.87 | 0.82 | 75% | 0.66 | 0.54 | 41% | 2.06 | 0.87 | 69% | 0.83 | 0.46 | 40% | 2.08 | 0.74 | 52% | 2.07 | 0.80 | 52% | 1.62 | 0.75 | 53% | |
min | 0.00 | 0.00 | 0.00 | 5% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 0% | |
max | 2.94 | 3.19 | 1.75 | 234% | 2.34 | 2.67 | 280% | 1.99 | 2.30 | 89% | 2.21 | 2.39 | 346% | 2.54 | 2.04 | 105% | 2.21 | 1.85 | 393% | 2.21 | 1.68 | 374% | 2.18 | 2.73 | 267% | |
3. CT | mean | 2.71 | 2.25 | 0.48 | 18% | 1.50 | 1.40 | 52% | 2.53 | 0.31 | 13% | 0.53 | 2.19 | 81% | 2.60 | 0.17 | 8% | 0.32 | 2.39 | 87% | 0.29 | 2.41 | 88% | 0.46 | 2.25 | 82% |
sd | 0.54 | 0.56 | 0.40 | 14% | 1.00 | 0.80 | 28% | 0.59 | 0.31 | 16% | 0.54 | 0.70 | 19% | 0.54 | 0.14 | 11% | 0.32 | 0.60 | 14% | 0.29 | 0.59 | 13% | 0.46 | 0.68 | 18% | |
median | 2.81 | 2.45 | 0.32 | 12% | 1.10 | 1.70 | 62% | 2.72 | 0.21 | 8% | 0.43 | 2.40 | 84% | 2.67 | 0.13 | 5% | 0.22 | 2.55 | 91% | 0.20 | 2.56 | 92% | 0.30 | 2.43 | 89% | |
min | 0.00 | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 6% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 18% | 0.00 | 0.00 | 18% | 0.00 | 0.00 | 17% | |
max | 3.35 | 3.07 | 1.49 | 58% | 3.21 | 3.00 | 131% | 2.98 | 1.39 | 96% | 2.96 | 3.03 | 100% | 3.35 | 0.76 | 64% | 1.31 | 3.32 | 100% | 0.99 | 3.32 | 100% | 1.45 | 3.29 | 100% | |
4. MRI | mean | 5.14 | 4.44 | 0.91 | 17% | 2.96 | 2.31 | 39% | 3.57 | 1.59 | 38% | 0.70 | 4.46 | 81% | 1.85 | 3.31 | 53% | 0.71 | 4.44 | 79% | 0.72 | 4.43 | 79% | 0.41 | 4.74 | 89% |
sd | 3.22 | 2.41 | 1.00 | 12% | 1.79 | 2.04 | 24% | 3.00 | 0.78 | 17% | 0.46 | 3.17 | 17% | 0.56 | 3.00 | 25% | 0.42 | 3.27 | 19% | 0.40 | 3.26 | 19% | 0.38 | 3.22 | 14% | |
median | 4.05 | 3.49 | 0.55 | 14% | 2.36 | 1.62 | 38% | 2.35 | 1.56 | 38% | 0.67 | 3.63 | 87% | 1.87 | 2.19 | 59% | 0.66 | 3.30 | 86% | 0.69 | 3.31 | 86% | 0.22 | 3.70 | 94% | |
min | 0.00 | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 5% | 0.00 | 0.00 | 31% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 14% | 0.00 | 0.00 | 14% | 0.00 | 0.00 | 23% | |
max | 12.32 | 9.60 | 3.58 | 47% | 7.67 | 6.30 | 89% | 11.36 | 3.95 | 76% | 1.79 | 11.72 | 99% | 3.22 | 10.53 | 86% | 1.56 | 11.71 | 100% | 1.56 | 11.66 | 100% | 1.45 | 12.24 | 100% | |
5. TD | mean | 2.46 | 2.32 | 0.36 | 14% | 1.63 | 1.06 | 43% | 2.48 | 0.45 | 18% | 1.28 | 1.21 | 46% | 2.76 | 0.71 | 31% | 1.16 | 1.31 | 49% | 1.17 | 1.30 | 49% | 0.92 | 1.54 | 60% |
sd | 0.92 | 0.77 | 0.42 | 13% | 0.83 | 0.77 | 21% | 0.94 | 0.41 | 13% | 0.49 | 0.84 | 21% | 0.73 | 0.60 | 27% | 0.45 | 0.94 | 22% | 0.46 | 0.94 | 22% | 0.44 | 0.87 | 21% | |
median | 2.24 | 2.24 | 0.22 | 11% | 1.44 | 0.88 | 42% | 2.59 | 0.43 | 17% | 1.31 | 1.06 | 50% | 2.73 | 0.60 | 23% | 1.18 | 1.11 | 53% | 1.20 | 1.11 | 53% | 0.92 | 1.47 | 62% | |
min | 0.00 | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 6% | 0.00 | 0.00 | 3% | 0.00 | 0.00 | 1% | |
max | 5.32 | 4.89 | 2.37 | 86% | 3.46 | 4.18 | 120% | 4.96 | 2.47 | 53% | 2.71 | 3.95 | 85% | 4.95 | 2.81 | 131% | 2.19 | 4.58 | 86% | 2.44 | 4.52 | 86% | 1.73 | 4.23 | 99% | |
6. TP | mean | 1.70 | 1.71 | 0.19 | 11% | 1.20 | 0.51 | 30% | 1.60 | 0.20 | 11% | 0.57 | 1.12 | 66% | 1.71 | 0.22 | 13% | 0.56 | 1.14 | 67% | 0.59 | 1.11 | 65% | 0.46 | 1.23 | 73% |
sd | 0.35 | 0.28 | 0.15 | 8% | 0.32 | 0.28 | 15% | 0.28 | 0.20 | 9% | 0.33 | 0.41 | 20% | 0.28 | 0.18 | 11% | 0.33 | 0.42 | 20% | 0.32 | 0.39 | 19% | 0.36 | 0.43 | 22% | |
median | 1.72 | 1.74 | 0.15 | 9% | 1.27 | 0.50 | 28% | 1.60 | 0.15 | 9% | 0.55 | 1.11 | 65% | 1.77 | 0.16 | 9% | 0.54 | 1.16 | 68% | 0.60 | 1.15 | 63% | 0.35 | 1.32 | 81% | |
min | 0.00 | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 5% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 19% | 0.00 | 0.00 | 31% | 0.00 | 0.00 | 17% | |
max | 2.73 | 2.16 | 0.81 | 32% | 1.81 | 1.33 | 71% | 2.09 | 1.17 | 43% | 1.19 | 2.01 | 100% | 2.07 | 0.86 | 46% | 1.19 | 1.81 | 100% | 1.13 | 1.81 | 99% | 1.13 | 1.98 | 99% | |
7. QA | mean | 2.44 | 2.28 | 0.28 | 12% | 0.37 | 2.08 | 85% | 2.33 | 0.18 | 8% | 1.07 | 1.38 | 56% | 2.24 | 0.25 | 11% | 0.86 | 1.59 | 68% | 0.84 | 1.61 | 69% | 0.83 | 1.63 | 71% |
sd | 0.48 | 0.51 | 0.24 | 12% | 0.53 | 0.67 | 21% | 0.56 | 0.22 | 12% | 0.49 | 0.60 | 20% | 0.47 | 0.16 | 10% | 0.40 | 0.49 | 28% | 0.41 | 0.49 | 28% | 0.48 | 0.53 | 38% | |
median | 2.52 | 2.44 | 0.20 | 8% | 0.27 | 2.30 | 90% | 2.42 | 0.11 | 4% | 1.30 | 1.19 | 49% | 2.38 | 0.24 | 10% | 0.75 | 1.70 | 70% | 0.74 | 1.71 | 70% | 0.75 | 1.67 | 70% | |
min | 0.00 | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 8% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 7% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 37% | 0.00 | 0.00 | 37% | 0.00 | 0.00 | 35% | |
Max | 3.10 | 2.68 | 1.01 | 69% | 2.30 | 2.81 | 100% | 2.91 | 1.08 | 65% | 2.04 | 2.98 | 96% | 2.63 | 0.67 | 76% | 1.51 | 3.03 | 261% | 1.51 | 3.04 | 261% | 1.51 | 2.64 | 348% | |
Total | Mean | 2.61 | 2.38 | 0.53 | 23% | 1.46 | 1.37 | 56% | 2.11 | 0.62 | 23% | 0.92 | 1.88 | 71% | 2.09 | 0.87 | 28% | 0.87 | 1.93 | 73% | 0.87 | 1.93 | 73% | 0.71 | 2.01 | 73% |
Sd | 1.05 | 0.84 | 0.53 | 19% | 0.91 | 0.87 | 29% | 0.91 | 0.49 | 16% | 0.51 | 1.04 | 28% | 0.63 | 0.77 | 24% | 0.46 | 1.05 | 32% | 0.45 | 1.03 | 31% | 0.45 | 1.08 | 28% | |
Median | 2.42 | 2.26 | 0.33 | 16% | 1.29 | 1.27 | 57% | 1.94 | 0.51 | 21% | 0.96 | 1.70 | 69% | 2.07 | 0.62 | 24% | 0.84 | 1.75 | 71% | 0.85 | 1.76 | 71% | 0.67 | 1.88 | 75% | |
Min | 0.00 | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 2% | 0.00 | 0.00 | 1% | 0.00 | 0.00 | 12% | 0.00 | 0.00 | 0% | 0.00 | 0.00 | 16% | 0.00 | 0.00 | 18% | 0.00 | 0.00 | 16% | |
Max | 5.05 | 4.25 | 2.16 | 86% | 3.53 | 3.61 | 127% | 4.35 | 2.41 | 72% | 2.24 | 4.48 | 132% | 3.52 | 3.00 | 108% | 1.91 | 4.51 | 163% | 1.89 | 4.46 | 160% | 1.51 | 4.66 | 159% |