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Ziogas et al. Mini-invasive Surg 2020;4:69  I  http://dx.doi.org/10.20517/2574-1225.2020.63                                     Page 5 of 11

               Table 3. Previously published reports on the comparison of laparoscopic and robotic liver resection along with the number
               of major hepatectomy cases in each group
                Author             Total laparoscopic  Laparoscopic major hepatectomy  Total robotic  Robotic major hepatectomy
                Ji et al. [83]  2011   20                 4                  13               9
                Tsung et al. [20]  2014   114             42                 57               21
                Spampinato et al. [94]  2014   25         25                 25               25
                Yu et al. [105]  2014   17                11                 13               3
                Wu et al. [22]  2014   69                 4                  52               14
                Lee et al. [24]  2016   66                2                  70               14
                Lai et al. [26]  2016   35                1                  100              27
                Efanov et al. [34]  2017   91             11                 40               2
                Lim et al. [39]  2019*   111 (55)         15 (8)             61 (55)          9 (4)
                Marino et al. [40]  2019   20             20                 14               14
                Fruscione et al. [42]  2019   116         116                57               57
                Lee et al. [45]  2019   10                3                  13               8
                Mejia et al. [46]  2020   171             46                 43               8
                Beard et al. [48]  2020*   514 (115)      53 (21)            115              18

               *Numbers in parentheses represent the number of cases after propensity score-matching

               Determining the learning curve for each approach is also of major significance. The learning curve is
               “the improvement in performance over time or the change in the ability to complete a task until failure
               is decreased to a constant acceptable rate” . Data suggest that the learning curve for LMH is around
                                                    [110]
               45-60 cases [93,111-113] . van der Poel et al.  reported that 55 is the “golden” number for LMH; however, all
                                                [93]
               surgical operations were performed by two experienced hepatobiliary surgeons with at least three years
               of additional experience on minor laparoscopic hepatectomy. For RMH, Chen et al.  described an initial
                                                                                       [30]
               phase of 15 patients followed by an intermediate phase of 25 patients. The accumulated experience of the first
               15 cases (defined as the “initial learning curve”), mostly comprised of right and left hemihepatectomies, was
               followed by more complex cases, such as trisectionectomy and 8-5-4 trisegmentectomy, in the next 25 cases
               (“phase of increased competency”). Their last 52-case “matured phase” was associated with an overall
               improvement in outcomes. However, the authors did not mention who their “learning curve” refers to, as “all
               procedures were performed by the same operative team”, but they do not specify their prior experience with
               minor robotic resections or even with LMH. Tsung et al.  reported that the outcomes of their robotic cases
                                                               [20]
               between 2010-2011 were superior to those of the robotic cases between 2007-2010, but the authors pooled
               together both minor and major resections for this comparison.



               OPERATING TIME
               A systematic review and pooled analysis of outcomes on robotic liver resections showed that the mean
               operating time for RMH (≥ 4 segments) was 405 ± 100 min , while another more recent systematic review
                                                                 [18]
               reported similar pooled mean operating rime for RMH (≥ 3 segments) of 403.4 ± 107.5 min . A systematic
                                                                                            [114]
               literature review on LMH  showed that mean operating time in all individuals studies was lower than
                                      [115]
               the pooled operating times reported in the RMH systematic reviews [18,114] . Additionally, in a systematic
               review comparing LMH to open major hepatectomy, the pooled mean operating time in the LMH arm was
               285 ± 105.6 min . Similarly, in a large multicenter study from Europe, Cipriani et al.  reported a median
                            [116]
                                                                                       [109]
               operating time of 300 min (IQR 205-380) for LMH, and more specifically 300 min (IQR 240-402) for right
               hepatectomy and 270 min (IQR 160-290) for left hepatectomy. Tsung et al.  compared RMH vs. LMH,
                                                                                [20]
               and showed that both overall operating room time (452 min vs. 348.5 min) and operating time (330 min
               vs. 280.5 min) were significantly longer in the RMH group. Spampinato et al.  also showed that operating
                                                                                 [94]
               time was longer in RMH (430, IQR 240-725 min) when compared to LMH (360, IQR 180-600 min), while all
               procedures were performed by surgeons experienced in minimally-invasive liver surgery. Notably, a more
               recent study showed no difference in median operating time between RMH (194, range 152-255 min) and
               LMH (204, 149-280 min), and all of the operations were again performed by experienced minimally-invasive
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