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Skull Imaging Study Could Help Improve Vehicle Safety

By MedImaging staff writers
Posted on 14 Feb 2008

Women's skulls are thicker than men's, but they both shrink gradually after they reach adulthood. This is the conclusion of a new computed tomography (CT) imaging study of 3,000 people, which should help in the design of more effective devices for protecting the head in vehicle collisions and other accidents.

Dr. Jesse Ruan, from the Ford Motor Co. (Dearborn, MI, USA), and colleagues from Tianjin University of Science and Technology (Tianjin, China) have devised a non-invasive method for determining and assessing the critical geometric characteristics of a person's skull. Their approach is based on head scan images of 3,000 patients at the Tianjin Fourth Central Hospital.

By utilizing CT scanning, the researchers discovered that the average thickness of the skull in men was 6.5 mm, but 7.1 mm in women. The average front to back measurement for men was 176 mm in men, but was less in women at 171 mm. Average width was 145 mm in men and 140 mm in women, the researchers revealed. "Skull thickness differences between genders are confirmed in our study,” Dr. Ruan said, "The next step will be to find out how these differences translate into head impact response of male and female, and then we can design the countermeasure for head protection.”

Skull thickness, as one might expect, improves the outcome for anyone suffering a head injury, but studies have also demonstrated that skull shape can also have an effect. However, the detailed relationship between skull thickness and shape and how well an individual tolerates a head injury have not been validated with most studies simply extrapolating from smaller to larger skull and thickness to predict the likely effects of an impact.

The current study involved a detailed statistical analysis of the various measurements for all 3,000 individuals scanned. The analysis shows that the distribution of skull size, shape, and thickness do not follow a so-called "normal” distribution pattern, and therefore, such extrapolations may be invalid. "Reliable biomechanical geometric data of the human skull can help us to better understand the problem of head injury during an impact,” the researchers reported, "and help in the design of better head protective devices.”

The study was published in the latest issue of the International Journal of Vehicle Safety (IJVS vol. 2, no. 4).

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69 (187.15858459473): SELECT id,name,sponsor_text FROM jos_deeppockets dp left outer join jos_channel_sponsor cs on dp.id=cs.fid WHERE cat=10 AND TYPE='file_folder' AND published=1 AND id=211 ORDER BY `ordering`

70 (376.93977355957): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=271420000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

71 (!!!!! 1255.0354003906): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=271420000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

72 (!!!!! 1858.9496612549): SELECT id,name,title FROM jos_deeppockets WHERE cat=10 AND TYPE='file_folder' AND published=1 AND id != 294743300 AND id != 294743301 AND id != 294743302 AND id != 294743303 AND id != 294743304 AND id != 294743305 AND id != 294743306 AND id != 294743307 AND id != 294743308 AND id != 294743309 AND id != 294743310 AND metakey != 'aacc' ORDER BY `ordering`

73 (699.04327392578): SELECT show_live FROM jos_com_show_setting LIMIT 1

74 (!!!!! 2161.0260009766): SELECT show_live FROM jos_com_show_setting LIMIT 1

75 (246.04797363281): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (32.901763916016): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (159.02519226074): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (30.994415283203): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (142.09747314453): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (31.948089599609): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (154.01840209961): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (137.8059387207): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (880.00297546387): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (475.88348388672): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (!!!!! 5033.9698791504): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=271420000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

88 (!!!!! 3355.0262451172): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=271420000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

89 (432.01446533203): SELECT id,name,title FROM jos_deeppockets WHERE cat=10 AND TYPE='file_folder' AND published=1 AND id != 294743300 AND id != 294743301 AND id != 294743302 AND id != 294743303 AND id != 294743304 AND id != 294743305 AND id != 294743306 AND id != 294743307 AND id != 294743308 AND id != 294743309 AND id != 294743310 AND metakey != 'aacc' ORDER BY `ordering`

90 (!!!!! 7565.975189209): SELECT show_live FROM jos_com_show_setting LIMIT 1

91 (!!!!! 7984.8766326904): SELECT show_live FROM jos_com_show_setting LIMIT 1

92 (!!!!! 7891.8933868408): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (!!!!! 1441.0018920898): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (431.06079101562): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (149.01161193848): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (118.97087097168): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (128.98445129395): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (144.95849609375): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (218.86825561523): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (157.83309936523): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (534.0576171875): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (132.79914855957): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (288.96331787109): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=271420000 AND published='1' LIMIT 1

105 (92.029571533203): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=271420000 AND published='1' LIMIT 1

106 (888.82446289062): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets as dp LEFT JOIN jos_experts as exp ON exp.id = dp.author LEFT JOIN jos_deeppockets as ch ON dp.fid = ch.id WHERE 1=1 AND dp.cat=10 AND dp.id=271420000 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

107 (304.9373626709): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets_archive as dp LEFT JOIN jos_experts as exp ON exp.id = dp.author LEFT JOIN jos_deeppockets as ch ON dp.fid = ch.id WHERE 1=1 AND dp.cat=10 AND dp.id=271420000 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

108 (215.05355834961): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=271420000 AND published='1' LIMIT 1

109 (422.95455932617): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=271420000 AND published='1' LIMIT 1

110 (!!!!! 4369.0204620361): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets as dp LEFT JOIN jos_experts as exp ON exp.id = dp.author LEFT JOIN jos_deeppockets as ch ON dp.fid = ch.id WHERE 1=1 AND dp.id=271420000 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

111 (754.11796569824): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets_archive as dp LEFT JOIN jos_experts as exp ON exp.id = dp.author LEFT JOIN jos_deeppockets as ch ON dp.fid = ch.id WHERE 1=1 AND dp.id=271420000 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

112 (555.03845214844): SELECT dp.name, dp.id, dp2.name as channel, ex.name as author_name, ex.specialization, ex.images FROM jos_deeppockets as dp LEFT JOIN jos_experts as ex ON ex.id = dp.author LEFT JOIN jos_deeppockets as dp2 ON dp2.id = dp.fid WHERE dp.author != 0 AND dp.cat = 10 AND dp.published = 1 AND ( (dp.fid = 294743300) OR (dp.fid = 294743301) OR (dp.fid = 294743302) OR (dp.fid = 294743303) OR (dp.fid = 294743304) OR (dp.fid = 294743305) OR (dp.fid = 294743306) OR (dp.fid = 294743307) OR (dp.fid = 294743308) OR (dp.fid = 294743309) OR (dp.fid = 294743310) ) ORDER BY RAND() LIMIT 1

113 (366.9261932373): SELECT dp.name, dp.id, dp2.name as channel, ex.name as author_name, ex.specialization, ex.images FROM jos_deeppockets as dp LEFT JOIN jos_experts as ex ON ex.id = dp.author LEFT JOIN jos_deeppockets as dp2 ON dp2.id = dp.fid WHERE dp.author != 0 AND dp.cat = 10 AND dp.published = 1 AND ( (dp.fid = 294743300) OR (dp.fid = 294743301) OR (dp.fid = 294743302) OR (dp.fid = 294743303) OR (dp.fid = 294743304) OR (dp.fid = 294743305) OR (dp.fid = 294743306) OR (dp.fid = 294743307) OR (dp.fid = 294743308) OR (dp.fid = 294743309) OR (dp.fid = 294743310) ) ORDER BY RAND() LIMIT 1

114 (72.956085205078): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=271420000 AND published='1' LIMIT 1

115 (43.153762817383): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=271420000 AND published='1' LIMIT 1

116 (56.028366088867): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=271420000 AND published='1' LIMIT 1

117 (58.889389038086): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=271420000 AND published='1' LIMIT 1

118 (45.061111450195): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=271420000 AND published='1' LIMIT 1

119 (36.954879760742): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=271420000 AND published='1' LIMIT 1

120 (39.100646972656): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=271420000 AND published='1' LIMIT 1

121 (36.954879760742): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=271420000 AND published='1' LIMIT 1

122 (162.83988952637): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

123 (!!!!! 29315.948486328): SELECT * FROM jos_deeppockets WHERE jos_deeppockets.cat = 10 AND jos_deeppockets.type = 'deeppockets_item' AND jos_deeppockets.published = 1 AND jos_deeppockets.created + INTERVAL 14 DAY >= NOW() ORDER BY jos_deeppockets.hits DESC LIMIT 7

124 (403.88107299805): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=271420000 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=271420000 AND type='deeppockets_item' AND published='1' LIMIT 1

125 (93.936920166016): ( SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.video != '' AND dp.video_source != '' AND dp.cat = 10 AND dp.published = 1 AND dp.type != 'deeppockets_item_link' ORDER BY created DESC LIMIT 3 ) UNION ( SELECT dpa.id, dpa.name, dpa.title, dpa.video, dpa.video_source, dpa.created FROM jos_deeppockets_archive AS dpa WHERE dpa.video != '' AND dpa.video_source != '' AND dpa.cat = 10 AND dpa.published = 1 AND dpa.type != 'deeppockets_item_link' ORDER BY created DESC LIMIT 3 ) ORDER BY created DESC LIMIT 3

126 (36.001205444336): ( SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.video != '' AND dp.video_source != '' AND dp.cat = 10 AND dp.published = 1 AND dp.type != 'deeppockets_item_link' ORDER BY created DESC LIMIT 3 ) UNION ( SELECT dpa.id, dpa.name, dpa.title, dpa.video, dpa.video_source, dpa.created FROM jos_deeppockets_archive AS dpa WHERE dpa.video != '' AND dpa.video_source != '' AND dpa.cat = 10 AND dpa.published = 1 AND dpa.type != 'deeppockets_item_link' ORDER BY created DESC LIMIT 3 ) ORDER BY created DESC LIMIT 3

127 (34.093856811523): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294803337 LIMIT 1

128 (29.802322387695): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294803337 LIMIT 1

129 (36.954879760742): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294803276 LIMIT 1

130 (29.087066650391): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294803276 LIMIT 1

131 (27.894973754883): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294803276 LIMIT 1

132 (29.087066650391): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294803276 LIMIT 1

133 (30.040740966797): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294802958 LIMIT 1

134 (28.848648071289): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294802958 LIMIT 1

135 (453.94897460938): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

136 (224.11346435547): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=271420000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

137 (36.954879760742): SELECT name FROM jos_deeppockets WHERE id=211

138 (29.087066650391): SELECT name FROM jos_deeppockets WHERE id=211

139 (569.10514831543): SELECT *, DATE_FORMAT(publish_up,'%d %b %Y') AS date_publish_up, DATE_FORMAT(publish_down,'%d %b %Y') AS date_publish_down FROM jos_events WHERE state=1 AND publish_up > NOW() and extra_info REGEXP '((;)|(^))211((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

140 (436.06758117676): SELECT *, DATE_FORMAT(publish_up,'%d %b %Y') AS date_publish_up, DATE_FORMAT(publish_down,'%d %b %Y') AS date_publish_down FROM jos_events WHERE state=1 AND publish_up > NOW() and extra_info REGEXP '((;)|(^))211((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

141 (71.048736572266): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=271420000 AND published='1' LIMIT 1

142 (47.922134399414): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=271420000 AND published='1' LIMIT 1

143 (!!!!! 8274.0783691406): TRUNCATE TABLE jos_trademed_module

144 (99.18212890625): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets as dp LEFT JOIN jos_experts as exp ON exp.id = dp.author LEFT JOIN jos_deeppockets as ch ON dp.fid = ch.id WHERE 1=1 AND dp.cat=10 AND dp.id=271420000 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

145 (51.975250244141): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets_archive as dp LEFT JOIN jos_experts as exp ON exp.id = dp.author LEFT JOIN jos_deeppockets as ch ON dp.fid = ch.id WHERE 1=1 AND dp.cat=10 AND dp.id=271420000 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

146 (643.96858215332): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

147 (51.021575927734): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

148 (61.988830566406): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=271420000 AND published='1' LIMIT 1

149 (44.107437133789): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=271420000 AND published='1' LIMIT 1

150 (!!!!! 1071.9299316406): SELECT jos_item.* FROM jos_item INNER JOIN jos_number ON jos_item.numberID=jos_number.id WHERE 1=1 AND (jos_item.imgMini<>'') AND jos_item.type='L' AND jos_item.numberID= ( SELECT jos_number.id FROM jos_number WHERE jos_number.journalID IN (10) and jos_number.id in (select distinct jos_number.id from jos_number join jos_item on jos_item.numberid=jos_number.id where jos_item.type='P') ORDER BY (CONVERT(SUBSTRING(issue,1,2),SIGNED) + (CONVERT(SUBSTRING(issue,3,2),SIGNED)*100)) DESC LIMIT 0,1 ) ORDER BY RAND() DESC LIMIT 6

151 (55.074691772461): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=271420000 AND published='1' LIMIT 1

152 (43.153762817383): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=271420000 AND published='1' LIMIT 1

153 (36.954879760742): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=271420000 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=271420000 AND type='deeppockets_item' AND published='1' LIMIT 1

154 (34.093856811523): select distinct links.* from jos_textlinks links join jos_textlinks_placement placement on links.id=placement.link_id where journal_id=(10) and (channel_id=211 or channel_id is null)

155 (30.994415283203): select distinct links.* from jos_textlinks links join jos_textlinks_placement placement on links.id=placement.link_id where journal_id=(10) and (channel_id=211 or channel_id is null)

156 (35.04753112793): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

157 (92.029571533203): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=271420000 AND published='1' LIMIT 1

158 (56.982040405273): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=271420000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=271420000 AND published='1' LIMIT 1

159 (41.961669921875): select jos_twitters.link from jos_twitters where cat=10

160 (33.140182495117): select jos_facebook.link from jos_facebook where cat=10

161 (32.186508178711): select jos_google_plus.link from jos_google_plus where cat=10

162 (31.948089599609): select jos_linkedin.link from jos_linkedin where cat=10

163 (245.80955505371): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)

164 (!!!!! 1079.797744751): insert into jos_banners_delta values (14615,'2025-08-25 01:46:16','216.73.216.171','view'),(14202,'2025-08-25 01:46:16','216.73.216.171','view'),(14203,'2025-08-25 01:46:16','216.73.216.171','view')

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