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add background measurements
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- still broken D measurements
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@Dale-Black
Dale-Black committed Jul 3, 2024
1 parent bc2744c commit ae55360
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Showing 5 changed files with 258 additions and 119 deletions.
12 changes: 11 additions & 1 deletion analysis.jl
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Original file line number Diff line number Diff line change
Expand Up @@ -51,6 +51,9 @@ f_df = read(joinpath(root_dir, "F_0bpm.csv"), DataFrame);
# ╔═╡ 72c80245-ba42-48d5-82ba-846feaa5f2b8
f_df_80, f_df_100, f_df_120 = groupby(f_df, :kV);

# ╔═╡ e49c64b7-6e74-4818-b939-6b80e36f0c30
e_df

# ╔═╡ 9b72cccf-a2ae-4f41-a9a7-3266000cf265
f_df

Expand Down Expand Up @@ -606,6 +609,11 @@ let
f
end

# ╔═╡ 4fa11f89-1b4f-497c-a676-96800b922895
md"""
### (J) Density: 250 mg/cc, Diameter: 5.0mm
"""

# ╔═╡ 00000000-0000-0000-0000-000000000001
PLUTO_PROJECT_TOML_CONTENTS = """
[deps]
Expand Down Expand Up @@ -2147,10 +2155,11 @@ version = "3.5.0+0"
# ╠═d4de246a-dbdd-4a37-9d91-c936e4a8c120
# ╠═ba29fa79-c096-4da9-b6db-61b8ff1d158a
# ╠═72c80245-ba42-48d5-82ba-846feaa5f2b8
# ╠═e49c64b7-6e74-4818-b939-6b80e36f0c30
# ╠═9b72cccf-a2ae-4f41-a9a7-3266000cf265
# ╟─9281994e-f515-4877-829c-2fadc7a1f9a4
# ╠═88f23085-659e-4ce1-92f0-37cbb46f4d48
# ╠═3f325f9c-44c0-4b5c-b9f8-45451ad3f221
# ╟─3f325f9c-44c0-4b5c-b9f8-45451ad3f221
# ╟─fb5641cc-e158-4181-9c6c-819733d044bb
# ╟─2230a4ab-dc36-4392-8872-d38ce6d22024
# ╟─fe6af106-df3c-4439-ae86-75a77196dfdd
Expand All @@ -2167,5 +2176,6 @@ version = "3.5.0+0"
# ╟─73a5d15e-aa2e-41a3-9755-9162cf5c1f3c
# ╟─ad2bc5af-404c-4dbb-8f18-8f8ec9c4737b
# ╟─83eec244-0fb4-4a66-8e13-235374e9af69
# ╟─4fa11f89-1b4f-497c-a676-96800b922895
# ╟─00000000-0000-0000-0000-000000000001
# ╟─00000000-0000-0000-0000-000000000002
60 changes: 30 additions & 30 deletions data/D_0bpm.csv
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Original file line number Diff line number Diff line change
@@ -1,31 +1,31 @@
insert_name,beats_per_minute,kV,mA,ctdi,gt_mass,vf_mass,agatston_mass
D,0bpm,80.0,10.0,0.1,2.3750440461138838,1.46215785057751,4.69633508697101
D,0bpm,80.0,15.0,0.1,2.3750440461138838,1.0038084606402715,2.103610807863697
D,0bpm,80.0,20.0,0.2,2.3750440461138838,3.196938303790263,3.6597001743528264
D,0bpm,80.0,25.0,0.2,2.3750440461138838,1.0185166967188406,2.1242043282916163
D,0bpm,80.0,30.0,0.2,2.3750440461138838,1.5132944580390386,1.3810537063574493
D,0bpm,80.0,40.0,0.3,2.3750440461138838,2.1819947394321053,1.911668446035806
D,0bpm,80.0,50.0,0.4,2.3750440461138838,1.3107983663016767,0.5684894772369821
D,0bpm,80.0,100.0,0.8,2.3750440461138838,0.5362532965263064,0.0
D,0bpm,80.0,150.0,1.2,2.3750440461138838,1.3215537836109466,0.0
D,0bpm,80.0,250.0,2.0,2.3750440461138838,1.1218190401988557,0.0
D,0bpm,100.0,10.0,0.2,2.3750440461138838,0.5292054529667822,2.535778279292405
D,0bpm,100.0,15.0,0.2,2.3750440461138838,0.42399829003574113,0.637989970044053
D,0bpm,100.0,20.0,0.3,2.3750440461138838,0.8515161564783575,0.47648704025824323
D,0bpm,100.0,25.0,0.4,2.3750440461138838,0.5790939500444091,0.5493014870904905
D,0bpm,100.0,30.0,0.5,2.3750440461138838,1.0792765718041994,0.4053066896923908
D,0bpm,100.0,40.0,0.6,2.3750440461138838,0.15907478977099115,0.0
D,0bpm,100.0,50.0,0.8,2.3750440461138838,1.7186004667119663,0.0
D,0bpm,100.0,100.0,1.6,2.3750440461138838,1.109299443778566,0.09512845586813734
D,0bpm,100.0,150.0,2.4,2.3750440461138838,0.4282177268537173,0.0
D,0bpm,100.0,250.0,4.0,2.3750440461138838,1.3357052885898524,0.0
D,0bpm,120.0,10.0,0.3,2.3750440461138838,-0.10929045127677273,1.1226453848152966
D,0bpm,120.0,15.0,0.4,2.3750440461138838,0.15394684196587283,0.5241389308880795
D,0bpm,120.0,20.0,0.5,2.3750440461138838,1.1802718280119493,0.0
D,0bpm,120.0,25.0,0.6,2.3750440461138838,0.6612793604519056,0.09775897116823952
D,0bpm,120.0,30.0,0.8,2.3750440461138838,0.7050154311303786,0.09431999192711987
D,0bpm,120.0,40.0,1.0,2.3750440461138838,1.251038763602369,0.0
D,0bpm,120.0,50.0,1.3,2.3750440461138838,1.1544241058930111,0.06022093348559148
D,0bpm,120.0,100.0,2.5,2.3750440461138838,0.8134998995342753,0.0
D,0bpm,120.0,150.0,3.8,2.3750440461138838,0.8864289739182626,0.0
D,0bpm,120.0,250.0,6.3,2.3750440461138838,1.3211190581290895,0.0
D,0bpm,80.0,10.0,0.1,2.3750440461138838,2.834775296484746,3.6109763038666958
D,0bpm,80.0,15.0,0.1,2.3750440461138838,1.0306535377580055,3.4275140322743223
D,0bpm,80.0,20.0,0.2,2.3750440461138838,0.3589961203879588,1.0577717301283094
D,0bpm,80.0,25.0,0.2,2.3750440461138838,1.278914447958331,1.8736114606891945
D,0bpm,80.0,30.0,0.2,2.3750440461138838,1.7099127920412416,1.3422984414303334
D,0bpm,80.0,40.0,0.3,2.3750440461138838,0.49428626066176024,1.660145561929363
D,0bpm,80.0,50.0,0.4,2.3750440461138838,1.9225102060014745,0.6355145941093971
D,0bpm,80.0,100.0,0.8,2.3750440461138838,1.336156567352029,0.0
D,0bpm,80.0,150.0,1.2,2.3750440461138838,1.3732481112970927,0.0
D,0bpm,80.0,250.0,2.0,2.3750440461138838,1.4279114051755053,0.0
D,0bpm,100.0,10.0,0.2,2.3750440461138838,0.9910485859382736,1.6566816069818184
D,0bpm,100.0,15.0,0.2,2.3750440461138838,0.029029553027032848,0.5064553844782772
D,0bpm,100.0,20.0,0.3,2.3750440461138838,2.9359827418357063,0.980843017040974
D,0bpm,100.0,25.0,0.4,2.3750440461138838,1.6092049435686313,0.45150386021405314
D,0bpm,100.0,30.0,0.5,2.3750440461138838,2.3650760722798476,0.11600275509483399
D,0bpm,100.0,40.0,0.6,2.3750440461138838,2.1834771908695685,0.08927671907952968
D,0bpm,100.0,50.0,0.8,2.3750440461138838,1.7041155259402943,0.0
D,0bpm,100.0,100.0,1.6,2.3750440461138838,1.7191472982138405,0.0
D,0bpm,100.0,150.0,2.4,2.3750440461138838,1.581582685984634,0.0
D,0bpm,100.0,250.0,4.0,2.3750440461138838,1.4126398096775707,0.0
D,0bpm,120.0,10.0,0.3,2.3750440461138838,3.378523476185992,2.1933485827633383
D,0bpm,120.0,15.0,0.4,2.3750440461138838,2.3302225294074277,1.212792546718147
D,0bpm,120.0,20.0,0.5,2.3750440461138838,1.873022445279064,0.14794698632667672
D,0bpm,120.0,25.0,0.6,2.3750440461138838,2.0194605200479994,0.0
D,0bpm,120.0,30.0,0.8,2.3750440461138838,2.2771691920707817,0.14519247561989396
D,0bpm,120.0,40.0,1.0,2.3750440461138838,2.5412608107374246,0.12117639440048696
D,0bpm,120.0,50.0,1.3,2.3750440461138838,1.1886084338755243,0.06128433420277664
D,0bpm,120.0,100.0,2.5,2.3750440461138838,1.5273968757218075,0.0
D,0bpm,120.0,150.0,3.8,2.3750440461138838,1.4754756662778608,0.0
D,0bpm,120.0,250.0,6.3,2.3750440461138838,1.2454167286448994,0.0
62 changes: 31 additions & 31 deletions data/E_0bpm.csv
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Original file line number Diff line number Diff line change
@@ -1,31 +1,31 @@
insert_name,beats_per_minute,kV,mA,ctdi,gt_mass,vf_mass,agatston_mass
E,0bpm,80.0,10.0,0.1,14.844025288211775,17.365055544992387,29.25820408543689
E,0bpm,80.0,15.0,0.1,14.844025288211775,17.983980977540735,30.36795580600462
E,0bpm,80.0,20.0,0.2,14.844025288211775,15.89969150502739,21.396290221889895
E,0bpm,80.0,25.0,0.2,14.844025288211775,11.056194016347701,13.579596857695753
E,0bpm,80.0,30.0,0.2,14.844025288211775,11.218512455411497,9.82702558407583
E,0bpm,80.0,40.0,0.3,14.844025288211775,10.839493292871971,5.920321828890798
E,0bpm,80.0,50.0,0.4,14.844025288211775,10.999238782227804,2.875605495848047
E,0bpm,80.0,100.0,0.8,14.844025288211775,10.507851454549897,1.2119647405009304
E,0bpm,80.0,150.0,1.2,14.844025288211775,10.57408489798957,0.12719390815054965
E,0bpm,80.0,250.0,2.0,14.844025288211775,11.092264563709993,0.0
E,0bpm,100.0,10.0,0.2,14.844025288211775,6.856769313662773,19.778398983748787
E,0bpm,100.0,15.0,0.2,14.844025288211775,12.154702318366656,13.241930815848756
E,0bpm,100.0,20.0,0.3,14.844025288211775,13.792007153260423,8.471003890120476
E,0bpm,100.0,25.0,0.4,14.844025288211775,14.656577741107654,7.873256446111475
E,0bpm,100.0,30.0,0.5,14.844025288211775,12.29515748228148,4.618919522145219
E,0bpm,100.0,40.0,0.6,14.844025288211775,12.628836201613767,2.092635873943353
E,0bpm,100.0,50.0,0.8,14.844025288211775,11.225189153772416,2.5303721321016175
E,0bpm,100.0,100.0,1.6,14.844025288211775,12.622982932784037,1.2072896592444335
E,0bpm,100.0,150.0,2.4,14.844025288211775,12.409859946151803,0.8140405677032598
E,0bpm,100.0,250.0,4.0,14.844025288211775,11.987979878123747,0.2601593684681328
E,0bpm,120.0,10.0,0.3,14.844025288211775,15.553824507928523,14.666305147298068
E,0bpm,120.0,15.0,0.4,14.844025288211775,13.893554807542692,9.622335732678131
E,0bpm,120.0,20.0,0.5,14.844025288211775,10.780362410082285,7.131761617313809
E,0bpm,120.0,25.0,0.6,14.844025288211775,13.537563124943569,6.147861086657614
E,0bpm,120.0,30.0,0.8,14.844025288211775,13.416421319913852,5.392292271504633
E,0bpm,120.0,40.0,1.0,14.844025288211775,11.102057332469853,4.084728459041669
E,0bpm,120.0,50.0,1.3,14.844025288211775,11.029760947736532,5.20958741387373
E,0bpm,120.0,100.0,2.5,14.844025288211775,12.183247276327464,3.03528102544564
E,0bpm,120.0,150.0,3.8,14.844025288211775,12.420967616511504,3.619433678240679
E,0bpm,120.0,250.0,6.3,14.844025288211775,12.365175993115407,3.3664514992917676
insert_name,beats_per_minute,kV,mA,ctdi,gt_mass,vf_mass,vf_mass_bkg_mean,vf_mass_bkg_std,agatston_mass,agatston_mass_bkg_mean,agatston_mass_bkg_std
E,0bpm,80.0,10.0,0.1,14.844025288211775,17.365055544992387,5.208956209501285,5.016376723048968,29.25820408543689,19.558913422190113,12.72503569223618
E,0bpm,80.0,15.0,0.1,14.844025288211775,17.983980977540735,1.722977712418223,4.341024486226738,30.36795580600462,24.31345969330255,19.322198396153723
E,0bpm,80.0,20.0,0.2,14.844025288211775,15.89969150502739,0.8826011900618821,4.576317501121545,21.396290221889895,11.31345728278617,10.088788450902069
E,0bpm,80.0,25.0,0.2,14.844025288211775,11.056194016347701,-2.007014888978239,4.572023241345927,13.579596857695753,11.337040312335425,9.890009658194844
E,0bpm,80.0,30.0,0.2,14.844025288211775,11.218512455411497,0.08039536849059248,4.601025458973848,9.82702558407583,7.483800953175354,7.034981326936466
E,0bpm,80.0,40.0,0.3,14.844025288211775,10.839493292871971,-2.303925341967874,3.8200812977659266,5.920321828890798,3.402911197764402,2.9822220561488835
E,0bpm,80.0,50.0,0.4,14.844025288211775,10.999238782227804,-0.6550376530090404,2.1891108742063947,2.875605495848047,1.467976668817877,1.5463144375882005
E,0bpm,80.0,100.0,0.8,14.844025288211775,10.507851454549897,1.0216630535840714,2.6899387269366226,1.2119647405009304,0.09395777455977254,0.16273963930362853
E,0bpm,80.0,150.0,1.2,14.844025288211775,10.57408489798957,0.23981694524379002,0.9777844751738513,0.12719390815054965,0.0,0.0
E,0bpm,80.0,250.0,2.0,14.844025288211775,11.092264563709993,0.3537775628965938,1.25048951084745,0.0,0.0,0.0
E,0bpm,100.0,10.0,0.2,14.844025288211775,6.856769313662773,1.405894157996484,1.9233462909768204,19.778398983748787,14.933934117707992,12.078234365527171
E,0bpm,100.0,15.0,0.2,14.844025288211775,12.154702318366656,-1.2323178942268171,0.8541919502977428,13.241930815848756,7.299749634862889,6.305883783663464
E,0bpm,100.0,20.0,0.3,14.844025288211775,13.792007153260423,-0.7669595833966237,0.2966856570690695,8.471003890120476,3.3571290002065406,2.978741955458063
E,0bpm,100.0,25.0,0.4,14.844025288211775,14.656577741107654,-1.1621752380601607,1.3722321253643746,7.873256446111475,1.838827840839345,1.908240953980537
E,0bpm,100.0,30.0,0.5,14.844025288211775,12.29515748228148,-1.9816359044052494,2.187426972216541,4.618919522145219,1.0088836445883802,1.2308260968082598
E,0bpm,100.0,40.0,0.6,14.844025288211775,12.628836201613767,-0.4456617860207836,2.823199489063289,2.092635873943353,0.24796493424605917,0.24876101880401455
E,0bpm,100.0,50.0,0.8,14.844025288211775,11.225189153772416,-0.506610885824307,1.9687323123251603,2.5303721321016175,0.06778615759815243,0.11740906900987111
E,0bpm,100.0,100.0,1.6,14.844025288211775,12.622982932784037,0.36238053725171415,2.8430846786334616,1.2072896592444335,0.0,0.0
E,0bpm,100.0,150.0,2.4,14.844025288211775,12.409859946151803,0.2080987570209638,1.7463285767070909,0.8140405677032598,0.0,0.0
E,0bpm,100.0,250.0,4.0,14.844025288211775,11.987979878123747,-0.08167736659399276,1.7598717366754935,0.2601593684681328,0.0,0.0
E,0bpm,120.0,10.0,0.3,14.844025288211775,15.553824507928523,0.24722233405166585,4.38858666337251,14.666305147298068,8.538725964990316,6.649950925337721
E,0bpm,120.0,15.0,0.4,14.844025288211775,13.893554807542692,-0.05636307765248272,2.26798245053399,9.622335732678131,3.213480719410319,3.3982995919876697
E,0bpm,120.0,20.0,0.5,14.844025288211775,10.780362410082285,1.5439134313661487,0.9724593832701425,7.131761617313809,1.1182855174029287,1.0378512953718615
E,0bpm,120.0,25.0,0.6,14.844025288211775,13.537563124943569,0.43726777809710377,2.8323905368080347,6.147861086657614,0.6207365241477883,0.6748141234537581
E,0bpm,120.0,30.0,0.8,14.844025288211775,13.416421319913852,-0.2664637710385274,3.4099173618231036,5.392292271504633,0.296725474265431,0.260556284015426
E,0bpm,120.0,40.0,1.0,14.844025288211775,11.102057332469853,0.5077641109774365,1.0995818308960896,4.084728459041669,0.028768461062005726,0.04982843621496082
E,0bpm,120.0,50.0,1.3,14.844025288211775,11.029760947736532,-0.4780710148669846,1.2703161650724264,5.20958741387373,0.09441248885424787,0.16352722756458765
E,0bpm,120.0,100.0,2.5,14.844025288211775,12.183247276327464,-0.12780151797179073,1.319233399954167,3.03528102544564,0.0,0.0
E,0bpm,120.0,150.0,3.8,14.844025288211775,12.420967616511504,-0.07926739403410461,1.7715732928063537,3.619433678240679,0.0,0.0
E,0bpm,120.0,250.0,6.3,14.844025288211775,12.365175993115407,-0.23768276805421082,2.185405526044004,3.3664514992917676,0.0,0.0
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