Replication Data and code for Figure 6, 7, and 8: The convolutional neural network model detected lasting behavioral changes in mice with kanamycin-induced unilateral inner ear dysfunction (doi:10.7910/DVN/RVV1EM)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
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Replication Data and code for Figure 6, 7, and 8: The convolutional neural network model detected lasting behavioral changes in mice with kanamycin-induced unilateral inner ear dysfunction

doi:10.7910/DVN/RVV1EM

Harvard Dataverse

2024-04-29

1

Koshimizu, Taka-aki, 2024, "Replication Data and code for Figure 6, 7, and 8: The convolutional neural network model detected lasting behavioral changes in mice with kanamycin-induced unilateral inner ear dysfunction", https://doi.org/10.7910/DVN/RVV1EM, Harvard Dataverse, V1, UNF:6:DdVtY/cWYfEr2o0RNb+k6Q== [fileUNF]

Replication Data and code for Figure 6, 7, and 8: The convolutional neural network model detected lasting behavioral changes in mice with kanamycin-induced unilateral inner ear dysfunction

doi:10.7910/DVN/RVV1EM

Koshimizu, Taka-aki (Jichi Medical University)

Harvard Dataverse

Koshimizu, Taka-aki

Koshimizu, Taka-aki

2024-04-29

https://doi.org/10.7910/DVN/RVV1EM

Medicine, Health and Life Sciences

Mouse movements were analyzed by original R codes. Data and codes to reproduce Figures were provided. These codes correspond to Figure 6, 7, and 8 of revised manuscript submitted to Heliyon and Figure 5, 6, and 7 of bioRxiv draft manuscript.

Convolutional neural network model detected lasting behavioral changes in mouse with kanamycin-induced unilateral inner ear dysfunction

https://doi.org/10.1101/2023.11.04.565603

Convolutional neural network model detected lasting behavioral changes in mouse with kanamycin-induced unilateral inner ear dysfunction

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Summary Statistics: Max. 4400.0; StDev 1270.173389570948; Mean 2200.5; Valid 224400.0; Min. 1.0;

Variable Format: numeric

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f10161925 Location:

Summary Statistics: Max. 0.0295379076676607; Mean 0.007822692258350165; Min. 4.67502148391731E-4; Valid 224400.0; StDev 0.0035971849456048646

Variable Format: numeric

Notes: UNF:6:BksksZEoiflk+IdchcsNTw==

f10161925 Location:

Summary Statistics: Mean 0.024332345245099182; Valid 224400.0; Min. 0.00171704293472617; StDev 0.00902118607612117; Max. 0.082989766496832

Variable Format: numeric

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Variable Format: character

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f10161925 Location:

Summary Statistics: StDev 0.025170171355775813; Max. 0.2535359733971; Valid 224400.0; Mean 0.024332345245099182; Min. 1.03246875949062E-5

Variable Format: numeric

Notes: UNF:6:egHT+2jsujuFQEmzM1Df+w==

f10161925 Location:

Variable Format: character

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Variable Format: character

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Summary Statistics: Mean 2200.5; Max. 4400.0; Valid 224400.0; Min. 1.0; StDev 1270.173389570948;

Variable Format: numeric

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Summary Statistics: Mean 34.99721691877734; Valid 224400.0; Min. 0.316687711468006; StDev 21.9249051353833; Max. 106.854073969748

Variable Format: numeric

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Summary Statistics: Valid 224400.0; Mean -14.697707827015224; Min. -112.489069277051; StDev 28.075449043278784; Max. 25.2600206818555

Variable Format: numeric

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Variable Format: character

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Summary Statistics: Mean -14.697707827015329; Min. -785.36146424906; Max. 340.05814523834; StDev 115.18565713975397; Valid 224400.0

Variable Format: numeric

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Variable Format: character

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Variable Format: character

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Summary Statistics: Mean 0.46653893553890174; Min. 0.12382190674543381; Valid 4522.0; Max. 0.8680547475814819; StDev 0.18413588505188314;

Variable Format: numeric

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f10161922 Location:

Summary Statistics: Valid 4522.0; Mean 0.5266306108965222; Max. 0.854682445526123; StDev 0.14569392259654979; Min. 0.19098003208637238

Variable Format: numeric

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Variable Format: character

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f10161937 Location:

Variable Format: character

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f10161937 Location:

Summary Statistics: Valid 4523.0; Max. 0.846952497959137; StDev 0.19033817846312318; Mean 0.4658988882996935; Min. 0.1274760216474533;

Variable Format: numeric

Notes: UNF:6:sR7IiVvY1bC/kJN+GWZEJQ==

f10161937 Location:

Summary Statistics: Valid 4523.0; Max. 0.8557352423667908; StDev 0.14476195105415207; Min. 0.20515719056129456; Mean 0.5132212839887228;

Variable Format: numeric

Notes: UNF:6:6qGgN5SBE7QD0Lwh5hczPw==

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Variable Format: character

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Variable Format: character

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f10161928 Location:

Summary Statistics: Max. 0.8434967398643494; StDev 0.18712573780251002; Valid 4524.0; Min. 0.14114023745059967; Mean 0.49231842985322427;

Variable Format: numeric

Notes: UNF:6:fRWRgBnAh9KFtoIymbF0Pg==

f10161928 Location:

Summary Statistics: Max. 0.8356609344482422; Mean 0.5246278343410956; Min. 0.19890658557415009; StDev 0.14426552688885333; Valid 4524.0

Variable Format: numeric

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f10161915 Location:

Variable Format: character

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f10161921 Location:

Variable Format: character

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f10161921 Location:

Summary Statistics: Valid 4533.0; Min. 0.13459648191928864; Mean 0.4638370797087385; StDev 0.20382674272828924; Max. 0.900193989276886;

Variable Format: numeric

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f10161921 Location:

Summary Statistics: Max. 0.9468125104904175; Mean 0.5116308454203076; Min. 0.19522392749786377; Valid 4533.0; StDev 0.16077657661364175

Variable Format: numeric

Notes: UNF:6:U+dqvxPF08bWb/HsYs9XcQ==

f10161906 Location:

Variable Format: character

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Variable Format: character

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f10161927 Location:

Summary Statistics: StDev 0.18985550129901507; Max. 0.8649599552154541; Min. 0.14777670800685883; Valid 4527.0; Mean 0.4598936048964412

Variable Format: numeric

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f10161927 Location:

Summary Statistics: Max. 0.8120696544647217; StDev 0.14924673390197943; Min. 0.19209904968738556; Mean 0.5190513830015613; Valid 4527.0

Variable Format: numeric

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f10161939 Location:

Variable Format: character

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f10161931 Location:

Variable Format: character

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f10161931 Location:

Summary Statistics: Mean 0.5329938580219006; Valid 4522.0; StDev 0.1901670587070517; Min. 0.12918174266815186; Max. 0.8969981074333191

Variable Format: numeric

Notes: UNF:6:MJgbQp45DhXGIh1By0fskA==

f10161931 Location:

Summary Statistics: Valid 4522.0; StDev 0.17842866329088053; Min. 0.1297619640827179; Mean 0.547585267519223; Max. 0.8783406615257263

Variable Format: numeric

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f10161914 Location:

Variable Format: character

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f10161911 Location:

Variable Format: character

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f10161911 Location:

Summary Statistics: Max. 0.8651660084724426; StDev 0.20454747052058198; Mean 0.5512879898756822; Min. 0.13241858780384064; Valid 4524.0

Variable Format: numeric

Notes: UNF:6:1bIQ60Tbps0RrjV8uUNJDw==

f10161911 Location:

Summary Statistics: Mean 0.5396957422922029; Max. 0.8531593084335327; Min. 0.2133893370628357; Valid 4524.0; StDev 0.166025479534972

Variable Format: numeric

Notes: UNF:6:RyEptU1MDkTxmaAn8ZKp2g==

f10161933 Location:

Variable Format: character

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f10161932 Location:

Variable Format: character

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f10161932 Location:

Summary Statistics: Mean 0.5118598259556074; Min. 0.13443544507026672; StDev 0.20101471774087137; Valid 4529.0; Max. 0.8590506911277771;

Variable Format: numeric

Notes: UNF:6:RJ7QoLfm899G3ujgQ9jYzQ==

f10161932 Location:

Summary Statistics: StDev 0.15161817261813437; Valid 4529.0; Min. 0.20050305128097534; Max. 0.838304877281189; Mean 0.5647940202826947

Variable Format: numeric

Notes: UNF:6:e50n89X+QVdW2zQJAvflBA==

f10161908 Location:

Variable Format: character

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f10161910 Location:

Variable Format: character

Notes: UNF:6:FOPXvmPmNz+xVwKA80eisA==

f10161910 Location:

Summary Statistics: Valid 4534.0; Mean 0.5168047201037936; StDev 0.20978461215446925; Max. 0.856208324432373; Min. 0.13833150267601013

Variable Format: numeric

Notes: UNF:6:5t8Hj3ZAOzK3/63nhpkKtw==

f10161910 Location:

Summary Statistics: Valid 4534.0; StDev 0.17607096253366347; Max. 0.8361417651176453; Min. 0.22383645176887512; Mean 0.5582372129167242

Variable Format: numeric

Notes: UNF:6:OJgg9Ifk65niWZkQoFuXyQ==

f10161929 Location:

Variable Format: character

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f10161941 Location:

Variable Format: character

Notes: UNF:6:yXoFAUbjN/OKTYqvHcGcow==

f10161941 Location:

Summary Statistics: Valid 4527.0; Min. 0.17501336336135864; StDev 0.19713426738345152; Mean 0.4739676513286364; Max. 0.821560800075531

Variable Format: numeric

Notes: UNF:6:1FfGc0ZtGeyCTn61ZVnvDw==

f10161941 Location:

Summary Statistics: Min. 0.23375993967056274; Max. 0.8371556401252747; Valid 4527.0; Mean 0.5438741276747138; StDev 0.14042337344239533

Variable Format: numeric

Notes: UNF:6:LZBKe0uoQdhEIh05aGabBA==

f10161917 Location:

Variable Format: character

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f10161924 Location:

Variable Format: character

Notes: UNF:6:PGZ0aVZm23OIgzUpSAcBvA==

f10161924 Location:

Summary Statistics: Min. 0.1321949064731598; Max. 0.8662248849868774; Mean 0.5077929762713813; StDev 0.21149413051476673; Valid 4525.0

Variable Format: numeric

Notes: UNF:6:biecCzZV/bcq/DCHgX7EVg==

f10161924 Location:

Summary Statistics: Mean 0.5546590133266549; StDev 0.16294897648342402; Max. 0.8445849418640137; Valid 4525.0; Min. 0.2104126662015915

Variable Format: numeric

Notes: UNF:6:E61+oyH6We8XKXeptzmnGg==

f10161926 Location:

Variable Format: character

Notes: UNF:6:PGZ0aVZm23OIgzUpSAcBvA==

f10161904 Location:

Variable Format: character

Notes: UNF:6:VFzZIzZ7Yj1MZa0TzFJ/4g==

f10161904 Location:

Summary Statistics: Valid 4555.0; StDev 0.2051070598454333; Max. 0.8758124113082886; Min. 0.13446944952011108; Mean 0.44387123057727035

Variable Format: numeric

Notes: UNF:6:YfVHaqaYtrGi4kFOG3y8Fg==

f10161904 Location:

Summary Statistics: Max. 0.8339363932609558; StDev 0.15531570010000997; Min. 0.20609906315803528; Mean 0.5514068911189434; Valid 4555.0;

Variable Format: numeric

Notes: UNF:6:VEvFXSuDQeyK/46SHOf5BQ==

f10161912 Location:

Variable Format: character

Notes: UNF:6:VFzZIzZ7Yj1MZa0TzFJ/4g==

f10161935 Location:

Variable Format: character

Notes: UNF:6:hxk0G1vCthYVYIpiVBcZNw==

f10161935 Location:

Summary Statistics: StDev 0.17439430417389748; Valid 4561.0; Min. 0.15011078119277954; Mean 0.46069609619329216; Max. 0.827346682548523

Variable Format: numeric

Notes: UNF:6:gCAYzBjEf9+0Nit0NFRN0A==

f10161935 Location:

Summary Statistics: Valid 4561.0; Max. 0.8019635677337646; Mean 0.5240077835815409; Min. 0.21720820665359497; StDev 0.13927408436331598

Variable Format: numeric

Notes: UNF:6:CIhUVhP5Rn6kTuQigWO07Q==

f10161923 Location:

Variable Format: character

Notes: UNF:6:hxk0G1vCthYVYIpiVBcZNw==

f10161913 Location:

Variable Format: character

Notes: UNF:6:m+NVIiBrKQcCylwGvQ9L5g==

f10161913 Location:

Summary Statistics: Valid 4519.0; Min. 0.1461048126220703; StDev 0.19436025798182768; Mean 0.5179173288309203; Max. 0.844779372215271

Variable Format: numeric

Notes: UNF:6:enBQorVEUyZPqfqHvDxPUQ==

f10161913 Location:

Summary Statistics: Mean 0.5540656614624098; Max. 0.8464016318321228; Min. 0.2063417136669159; StDev 0.15341089268906122; Valid 4519.0

Variable Format: numeric

Notes: UNF:6:YZvOXh4dw9H4wsFzqI1zIg==

f10161903 Location:

Variable Format: character

Notes: UNF:6:m+NVIiBrKQcCylwGvQ9L5g==

f10161938 Location:

Variable Format: character

Notes: UNF:6:x1jozpAXuMdSoF0GJeCxKA==

f10161938 Location:

Summary Statistics: Valid 4510.0; Max. 0.8493338823318481; StDev 0.1888633189155589; Mean 0.4746905816731327; Min. 0.1353200525045395

Variable Format: numeric

Notes: UNF:6:jNa1a5rEGJrmhUG//WnDEg==

f10161938 Location:

Summary Statistics: Min. 0.22044408321380615; StDev 0.1474027960005289; Valid 4510.0; Mean 0.505334495820782; Max. 0.8573527932167053;

Variable Format: numeric

Notes: UNF:6:cl3t6cmXJnn0PWXMAuMOIA==

f10161940 Location:

Variable Format: character

Notes: UNF:6:x1jozpAXuMdSoF0GJeCxKA==

f10161930 Location:

Variable Format: character

Notes: UNF:6:/rIaAn3OZ0OJL33nXfDfhw==

f10161930 Location:

Summary Statistics: StDev 0.19386087089241236; Max. 0.8532583713531494; Min. 0.1671452671289444; Valid 4823.0; Mean 0.5082254482581111

Variable Format: numeric

Notes: UNF:6:ZWC7JA0fU+1j8V/aYEEd1g==

f10161930 Location:

Summary Statistics: Mean 0.5265378757473995; Min. 0.19470056891441345; StDev 0.161621270913602; Max. 0.8151559829711914; Valid 4823.0

Variable Format: numeric

Notes: UNF:6:tXxK5cFvIFGIs02KmMu5Kw==

f10161916 Location:

Variable Format: character

Notes: UNF:6:/rIaAn3OZ0OJL33nXfDfhw==

f10161934 Location:

Variable Format: character

Notes: UNF:6:l0iGeWsAIIGIZ/EZrOGAaQ==

f10161934 Location:

Summary Statistics: Min. 0.14336340129375458; Valid 4520.0; Max. 0.8608009815216064; Mean 0.5033770657350545; StDev 0.19156935113173487

Variable Format: numeric

Notes: UNF:6:ORQlzYkh1AChy8Xurxggcw==

f10161934 Location:

Summary Statistics: StDev 0.16148137450241748; Valid 4520.0; Mean 0.519254895939236; Min. 0.18590205907821655; Max. 0.8494300246238708;

Variable Format: numeric

Notes: UNF:6:GGxw9jSSVnkkbY8rTscDtQ==

f10161907 Location:

Variable Format: character

Notes: UNF:6:l0iGeWsAIIGIZ/EZrOGAaQ==

Label:

Fig6_R_20240428_plot.txt

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Label:

Fig7_R_20240429_ang_plot.txt

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Label:

Fig8_R_20240429_crosss0.5.txt

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