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Project Initiated for Advancement of New Biomedical Imaging Technology

By MedImaging International staff writers
Posted on 18 Oct 2010

A new project aims to develop a new generation of smart, complementary metal-oxide-semiconductor (CMOS)-based large area networked image sensors for photon-starved biomedical applications.

SPADnet, a Fully Networked, Digital Components for Photon-starved Biomedical Imaging Systems, is a new collaborative research project funded by the European Union within the Information and Communication Technologies (ICT; Brussels, Belgiumt) theme of its Seventh Research Framework Program (FP7). The project launched on July 1, 2010, is coordinated by the Ecole Polytechnique Federale Lausanne (EPFL; Switzerland) and it includes seven leading European experts in image sensors, medical imaging, and photonics. SPADnet was granted 3.7 million EUR of funding over a 42-month period. The SPADnet consortium met on July 16, 2010 in Budapest, Hungary, for its general kick-off meeting.

SPADnet's goal is to build ring-assembly modules for positron emission tomography (PET) imaging, and carry out performance tests in a PET evaluation system. While suited to applications offering repetitive measurement techniques, existing sensors are not well adapted to single-shot, rare events often occurring in diagnostic tools based on specific radiation detection, PET, single photon emission computed tomography (SPECT), gamma cameras, and other minimally invasive point of care tools. Moreover, the comparatively small field-of-view of existing sensors is a limiting factor.

SPADnet's prime objective is to develop a scalable photonic component for large format, rare-event imaging. The core of the component will be a SPAD (single photon avalanche diode) array implemented in CMOS. Large formats will be achieved by tessellating several tens of dies in abutment style using innovative packaging techniques based on through-silicon vias (TSVs). The ability to stamp the time and position of each photon impingement in a burst event offers a second key advance. The concept of spatial oversampling is introduced, where a single measurement is partitioned into a myriad of submeasurements, occurring simultaneously. The difference is that in space oversampling many SPADs will detect the same event independently, thus reducing the dead time on average by the number of detectors involved. The decomposition of the large format imager to a network of independent arrays is key to managing massive data streams. In conventional photomultiplier tubes (PMTs) or silicon photomultipliers (SiPMs), the sensitive device produces a stream of analogue electrical pulses, whereas the photonic component proposed in this project will generate streams of precomputed digital data.

The current state-of-the-art on inter-chip data exchange will be the basis for efficient data communication, in a true network communication style. Data packets will be routed in the network and will be handled on-demand. For example, coincidence-mapping engines can be used in this context as snoopers on the data bus, thus considerably simplifying systems such as PET.

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56 (56.028366088867): SELECT a.* FROM jos_components AS a WHERE ( a.admin_menu_link = 'option=com_syndicate' OR a.admin_menu_link = 'option=com_syndicate&hidemainmenu=1' ) AND a.option = 'com_syndicate'

57 (78.201293945312): 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=294731600 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

58 (496.14906311035): 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=294731600 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

59 (!!!!! 1488.9240264893): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

60 (90.837478637695): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

61 (156.87942504883): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

62 (67.949295043945): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

63 (150.91896057129): select cover from jos_number where journalid in (5) and cover is not null order by left(issue,2)+right(issue,2)*12 desc limit 1

64 (524.99771118164): SELECT fid FROM jos_deeppockets WHERE id=294731600 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294731600 AND published='1' LIMIT 1

65 (64.849853515625): 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=213 ORDER BY `ordering`

66 (72.002410888672): select jos_twitters.link from jos_twitters where cat=10

67 (41.961669921875): select jos_facebook.link from jos_facebook where cat=10

68 (40.054321289062): select jos_google_plus.link from jos_google_plus where cat=10

69 (40.769577026367): select jos_linkedin.link from jos_linkedin where cat=10

70 (51.975250244141): SELECT fid FROM jos_deeppockets WHERE id=294731600 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294731600 AND published='1' LIMIT 1

71 (43.153762817383): 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=213 ORDER BY `ordering`

72 (394.10591125488): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294731600 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

73 (241.04118347168): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294731600 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

74 (55.074691772461): 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`

75 (82.015991210938): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (50.067901611328): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (41.007995605469): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (49.114227294922): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (40.054321289062): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (36.001205444336): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (38.14697265625): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (35.04753112793): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (41.007995605469): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (37.193298339844): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (37.908554077148): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (36.954879760742): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (36.954879760742): SELECT show_live FROM jos_com_show_setting LIMIT 1

88 (34.809112548828): SELECT show_live FROM jos_com_show_setting LIMIT 1

89 (!!!!! 2028.9421081543): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294731600 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

90 (66.041946411133): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294731600 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

91 (51.021575927734): 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`

92 (!!!!! 5028.9630889893): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (73.19450378418): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (364.06517028809): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (51.021575927734): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (42.915344238281): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (41.007995605469): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (566.00570678711): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (509.97734069824): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (193.11904907227): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (51.975250244141): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (271.79718017578): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (45.061111450195): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (48.87580871582): SELECT show_live FROM jos_com_show_setting LIMIT 1

105 (482.79762268066): SELECT show_live FROM jos_com_show_setting LIMIT 1

106 (681.87713623047): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

107 (77.962875366211): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

108 (276.08871459961): 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=294731600 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

109 (72.002410888672): 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=294731600 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

110 (!!!!! 1070.9762573242): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

111 (81.062316894531): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

112 (931.97822570801): 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=294731600 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

113 (607.96737670898): 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=294731600 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

114 (!!!!! 1427.8888702393): 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=294731599 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

115 (452.04162597656): 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=294731599 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

116 (730.03768920898): 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

117 (357.15103149414): 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

118 (875.94985961914): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

119 (!!!!! 1173.9730834961): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

120 (66.995620727539): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

121 (46.014785766602): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

122 (57.93571472168): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

123 (41.007995605469): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

124 (58.889389038086): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

125 (54.121017456055): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

126 (372.88665771484): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

127 (!!!!! 41397.8099823): 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

128 (502.10952758789): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294731600 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294731600 AND type='deeppockets_item' AND published='1' LIMIT 1

129 (!!!!! 16018.867492676): ( 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

130 (66.041946411133): ( 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

131 (45.061111450195): 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

132 (33.140182495117): 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

133 (41.007995605469): 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

134 (30.994415283203): 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

135 (323.05717468262): 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

136 (38.14697265625): 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

137 (33.855438232422): 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

138 (30.994415283203): 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

139 (528.09715270996): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

140 (360.96572875977): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

141 (38.14697265625): SELECT name FROM jos_deeppockets WHERE id=213

142 (31.948089599609): SELECT name FROM jos_deeppockets WHERE id=213

143 (587.94021606445): 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 '((;)|(^))213((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

144 (583.88710021973): 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 '((;)|(^))213((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

145 (895.97702026367): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

146 (72.002410888672): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

147 (!!!!! 14649.868011475): TRUNCATE TABLE jos_trademed_module

148 (152.1110534668): 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=294731600 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

149 (610.1131439209): 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=294731600 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

150 (473.0224609375): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

151 (61.988830566406): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

152 (72.956085205078): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

153 (50.067901611328): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

154 (!!!!! 1167.0589447021): 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

155 (53.882598876953): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

156 (53.882598876953): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

157 (41.961669921875): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294731600 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294731600 AND type='deeppockets_item' AND published='1' LIMIT 1

158 (43.153762817383): 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=0 or channel_id is null)

159 (32.901763916016): 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=0 or channel_id is null)

160 (40.054321289062): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

161 (174.04556274414): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

162 (64.13459777832): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294731600 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294731600 AND published='1' LIMIT 1

163 (51.975250244141): select jos_twitters.link from jos_twitters where cat=10

164 (36.001205444336): select jos_facebook.link from jos_facebook where cat=10

165 (33.855438232422): select jos_google_plus.link from jos_google_plus where cat=10

166 (30.040740966797): select jos_linkedin.link from jos_linkedin where cat=10

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