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In certain situations, it is crucial to quickly estimate the dose for radiation workers across different weight percentiles. This study sets out to create weight percentiles above 50 by adding proper adipose and muscle layers around the revised ORNL hermaphrodite phantom torso. Neutron fluence-to-organ absorbed and effective dose conversion coefficients were calculated to different weight percentiles. Simulations were performed in the energy range 10−9to 20 MeV, under Six different source irradiation geometries: anterior–posterior (AP), posterior–anterior (PA), right-lateral (RLAT), left-lateral (LLAT), Rotation (ROT), and Isotropic (ISO) by MCNPX code. The maximum relative differences observed between the 50thand other percentiles ranged from 11% to 28%. Comparative analysis of the fluence-to-absorbed and effective dose conversion coefficients between the 95thpercentile and VIPMAN indicated that approximately 58% and 57% of the data had a relative difference below 15%, respectively overall neutron energies and irradiation geometries. Our finding demonstrate that this straightforward method is reliable, especially when the whole body is irradiated in the energies above 1 MeV.