Download Mobile App

Video Library

Featured Links

Medical Imaging Equipment
Trademed.com is our new marketplace where you can buy and sell Imaging equipment.

AI Tool That Detect Anomalies in Medical Images Could Help Physicians Spot Onset of COVID-19 Pneumonia in X-Rays

By MedImaging International staff writers
Posted on 25 Oct 2021

Image: AI Tool That Detect Anomalies in Medical Images Could Help Physicians Spot Onset of COVID-19 Pneumonia in X-Rays (Photo courtesy of Nina Shvetsova et al./IEEE Access)

Scientists have trained a neural network to detect anomalies in medical images to assist physicians in sifting through countless scans in search of pathologies, including signs of pathology in the lungs, like the onset of COVID-19 pneumonia.

The new method developed by scientists from Skoltech (Moscow, Russia), Philips Research (Amsterdam, Netherlands), and Goethe University Frankfurt (Frankfurt, Germany) is adapted to the nature of medical imaging and is more successful in spotting abnormalities than general-purpose solutions. Image anomaly detection is a task that comes up in data analysis in many industries. Medical scans, however, pose a particular challenge. It is way easier for algorithms to find, say, a car with a flat tire or a broken windshield in a series of car pictures than to tell which of the X-rays show early signs of pathology in the lungs, like the onset of COVID-19 pneumonia.

The scientists studied four datasets of chest X-rays and breast cancer histology microscopy images to validate the universality of the method across different imaging devices. While the advantage gained and the absolute accuracy varied widely and depended on the dataset in question, the new method consistently outperformed the conventional solutions in all of the considered cases. What distinguishes the new method from the competitors is that it seeks to “perceive” the general impression that a specialist working with the scans might have by identifying the very features affecting the decisions of human annotators.

What also sets the study apart is the proposed recipe for standardizing the approach to the medical image anomaly detection problem so that different research groups could compare their models in a consistent and reproducible way. According to the scientists, their approach - Deep Perceptual Autoencoders - is easy to carry over to a wide range of other medical scans, beyond the two kinds used in the study, because the solution is adapted to the general nature of such images. Namely, it is sensitive to small-scale anomalies and uses few of their examples in training.

“We propose to use what’s known as weakly supervised training,” said Skoltech Professor Dmitry Dylov, the head of the Institute’s Computational Imaging Group and the senior author of the study. “Since two clearly defined classes are unavailable, this task usually tends to be treated with unsupervised or out-of-distribution models. That is, the anomalous cases are not identified as such in the training data. However, treating the anomalous class as a complete unknown is actually very strange for a clinical problem, because doctors can always point to a few anomalous examples. So, we showed some abnormal images to the network to unleash the arsenal of weakly supervised methods, and it helped a lot. Even just one anomalous scan for every 200 normal ones goes a long way, and this is quite realistic.”

“We are glad that the Philips-Skoltech partnership enables us to address challenges like this one that are of great relevance to the health care industry,” said Irina Fedulova, study co-author and the director of the Philips Research branch in Moscow. “We expect this solution to considerably accelerate the work of histopathologists, radiologists, and other medical professionals facing the tedious task of spotting minute abnormalities in large sets of images. By subjecting the scans to preliminary analysis, the obviously unproblematic images can be eliminated, giving the human expert more time to focus on the more ambiguous cases.”

Visit expo >

Gold Member

Ultrasound System

FUTUS LE

Gold Member

Electrode Solution and Skin Prep

Signaspray

Body Array Coil

12-Channel Body Array Coil 1.5 / 3.0 T

Fetal Doppler

Sonicaid FD1 / FD3

Latest Radiography News

Channels

Radiography

view channel

3D Mammography Almost Halves Breast Cancer Incidence between Two Screening Tests

Breast cancer represents 28.9% of all cancers in women and is the primary cause of cancer-related deaths among this group. Interval breast cancers are those diagnosed in the period between two screening... Read more

MRI

view channel

Image: PET/MRI can accurately classify prostate cancer patients (Photo courtesy of 123RF)

PET/MRI Improves Diagnostic Accuracy for Prostate Cancer Patients

The Prostate Imaging Reporting and Data System (PI-RADS) is a five-point scale to assess potential prostate cancer in MR images. PI-RADS category 3 which offers an unclear suggestion of clinically significant... Read more

Next Generation MR-Guided Focused Ultrasound Ushers In Future of Incisionless Neurosurgery

Essential tremor, often called familial, idiopathic, or benign tremor, leads to uncontrollable shaking that significantly affects a person’s life. When traditional medications do not alleviate symptoms,... Read more

Image: Shorter scan to diagnose prostate cancer can increase availability and reduce cost (Photo courtesy of 123RF)

Two-Part MRI Scan Detects Prostate Cancer More Quickly without Compromising Diagnostic Quality

Prostate cancer ranks as the most prevalent cancer among men. Over the last decade, the introduction of MRI scans has significantly transformed the diagnosis process, marking the most substantial advancement... Read more

World’s Most Powerful MRI Machine Images Living Brain with Unrivaled Clarity

The world's most powerful magnetic resonance imaging (MRI) scanner has generated its first images of the human brain, demonstrating new precision levels that could shed more light on the mysterious human... Read more

Ultrasound

view channel

Deep Learning Advances Super-Resolution Ultrasound Imaging

Ultrasound localization microscopy (ULM) is an advanced imaging technique that offers high-resolution visualization of microvascular structures. It employs microbubbles, FDA-approved contrast agents, injected... Read more

Image: Schematic diagram of the ultrasound-stimulated phase-shift nanoparticle drug delivery system for biofilm therapy (Photo courtesy of BIO Integration)

Novel Ultrasound-Launched Targeted Nanoparticle Eliminates Biofilm and Bacterial Infection

Biofilms, formed by bacteria aggregating into dense communities for protection against harsh environmental conditions, are a significant contributor to various infectious diseases. Biofilms frequently... Read more

AI-Guided Ultrasound System Enables Rapid Assessments of DVT

Deep vein thrombosis (DVT), a condition in which a blood clot is usually found in the leg, is a major cause of preventable hospital death in Europe and the United States. Patients have to wait for hours... Read more

Image: The QA protocol will ensure guided focused ultrasound devices and treatment is safe and function consistently (Photo courtesy of Chen Lab)

Focused Ultrasound Technique Gets Quality Assurance Protocol

In recent years, researchers have harnessed the potential of focused ultrasound (FUS) in combination with microbubbles to temporarily open the blood-brain barrier (BBB), a method that significantly enhances... Read more

Nuclear Medicine

view channel

New SPECT/CT Technique Could Change Imaging Practices and Increase Patient Access

The development of lead-212 (212Pb)-PSMA–based targeted alpha therapy (TAT) is garnering significant interest in treating patients with metastatic castration-resistant prostate cancer. The imaging of 212Pb,... Read more

New Radiotheranostic System Detects and Treats Ovarian Cancer Noninvasively

Ovarian cancer is the most lethal gynecological cancer, with less than a 30% five-year survival rate for those diagnosed in late stages. Despite surgery and platinum-based chemotherapy being the standard... Read more

AI System Automatically and Reliably Detects Cardiac Amyloidosis Using Scintigraphy Imaging

Cardiac amyloidosis, a condition characterized by the buildup of abnormal protein deposits (amyloids) in the heart muscle, severely affects heart function and can lead to heart failure or death without... Read more

Early 30-Minute Dynamic FDG-PET Acquisition Could Halve Lung Scan Times

F-18 FDG-PET scans are a way to look inside the body using a special dye, and these scans can be either static or dynamic. Static scans happen 60 minutes after the dye is administered into the body, showing... Read more

General/Advanced Imaging

view channel

Image: The Tyche machine-learning model could help capture crucial information. (Photo courtesy of 123RF)

New AI Method Captures Uncertainty in Medical Images

In the field of biomedicine, segmentation is the process of annotating pixels from an important structure in medical images, such as organs or cells. Artificial Intelligence (AI) models are utilized to... Read more

CT Coronary Angiography Reduces Need for Invasive Tests to Diagnose Coronary Artery Disease

Coronary artery disease (CAD), one of the leading causes of death worldwide, involves the narrowing of coronary arteries due to atherosclerosis, resulting in insufficient blood flow to the heart muscle.... Read more

$Image: An amyloid blood test can help identify patients who may forgo imaging evaluation for Alzheimer\'s disease (Photo courtesy of 123RF)$

Novel Blood Test Could Reduce Need for PET Imaging of Patients with Alzheimer’s

Alzheimer's disease (AD), a condition marked by cognitive decline and the presence of beta-amyloid (Aβ) plaques and neurofibrillary tangles in the brain, poses diagnostic challenges. Amyloid positron emission... Read more

CT-Based Deep Learning Algorithm Accurately Differentiates Benign From Malignant Vertebral Fractures

The rise in the aging population is expected to result in a corresponding increase in the prevalence of vertebral fractures which can cause back pain or neurologic compromise, leading to impaired function... Read more

Imaging IT

view channel

New Google Cloud Medical Imaging Suite Makes Imaging Healthcare Data More Accessible

Medical imaging is a critical tool used to diagnose patients, and there are billions of medical images scanned globally each year. Imaging data accounts for about 90% of all healthcare data1 and, until... Read more

Global AI in Medical Diagnostics Market to Be Driven by Demand for Image Recognition in Radiology

The global artificial intelligence (AI) in medical diagnostics market is expanding with early disease detection being one of its key applications and image recognition becoming a compelling consumer proposition... Read more

AI-Based Mammography Triage Software Helps Dramatically Improve Interpretation Process

An artificial intelligence (AI)-based mammography triage software is helping dramatically improve the interpretation process for healthcare providers. In a new study, researchers at the Scripps Green... Read more

Artificial Intelligence (AI) Program Accurately Predicts Lung Cancer Risk from CT Images

An artificial intelligence (AI) program accurately predicts the risk that lung nodules detected on screening CT will become cancerous, according to a study published in the journal Radiology.... Read more

Industry News

view channel

Bayer and Google Partner on New AI Product for Radiologists

Medical imaging data comprises around 90% of all healthcare data, and it is a highly complex and rich clinical data modality and serves as a vital tool for diagnosing patients. Each year, billions of medical... Read more

Image: Samsung Medison CEO Mr. Yongkwan Kim and Bracco Imaging CEO Dr. Fulvio Renoldi Bracco endorsed a MoU agreement (Photo courtesy of Bracco Group)

Samsung and Bracco Enter Into New Diagnostic Ultrasound Technology Agreement

Samsung Medison (Seoul, South Korea) and Bracco Imaging (Milan, Italy) have entered into a Memorandum of Understanding (MoU) agreement to pioneer a new area for diagnostic ultrasound devices and contrast agents.... Read more

Image: The acquisition will expand IBA’s medical imaging quality assurance offering (Photo courtesy of Radcal)

IBA Acquires Radcal to Expand Medical Imaging Quality Assurance Offering

Ion Beam Applications S.A. (IBA, Louvain-La-Neuve, Belgium), the global leader in particle accelerator technology and a world-leading provider of dosimetry and quality assurance (QA) solutions, has entered... Read more

International Societies Suggest Key Considerations for AI Radiology Tools

Artificial intelligence (AI) holds the potential to significantly disrupt the field of radiology, presenting both opportunities and challenges. Its integration could transform healthcare by enhancing the... Read more

1 (972.98622131348): SET sql_mode = 'MYSQL40'

2 (959.15794372559): SELECT folder, element, published, params FROM jos_mambots WHERE published >= 1 AND access <= 0 AND folder = 'system' ORDER BY ordering

3 (!!!!! 1165.8668518066): SELECT template FROM jos_templates_menu WHERE client_id = 0 AND ( menuid = 0 OR menuid = 294790261 ) ORDER BY menuid DESC LIMIT 1

4 (958.91952514648): DELETE FROM jos_session WHERE time < 1746152137 AND guest = 1 AND userid = 0

5 (520.94459533691): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

6 (577.92663574219): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

7 (550.98533630371): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

8 (!!!!! 1010.8947753906): SELECT * FROM jos_menu WHERE id = 294790261

9 (552.89268493652): SELECT dp.*, ch.title as channel, ch.name as channel_name, 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=294790261 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

10 (517.12989807129): SELECT dp.*, ch.title as channel, ch.name as channel_name, 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=294790261 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

11 (664.94941711426): SELECT dp.*, ch.title as channel, ch.name as channel_name, 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=294790261 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

12 (!!!!! 1883.0299377441): SELECT * FROM jos_deeppockets WHERE 1=1 AND cat=10 AND type='deeppockets_item' AND published='1' AND (id<>294790261) AND (fid=211) ORDER BY id DESC, `created` DESC LIMIT 0,16

13 (!!!!! 1029.0145874023): SELECT * FROM jos_deeppockets WHERE 1=1 AND cat=10 AND type='deeppockets_item' AND published='1' AND (id<>294790261) AND (fid=211) ORDER BY id DESC, `created` DESC LIMIT 0,16

14 (!!!!! 7303.9531707764): 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='P' AND jos_item.numberID= ( SELECT jos_number.id FROM jos_number WHERE jos_number.journalID IN (10) and jos_item.fid=211 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 ) AND (jos_number.channelID=294790261 OR jos_number.channelID=0) ORDER BY RAND() DESC LIMIT 3

15 (!!!!! 11664.867401123): 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='P' AND jos_item.numberID= ( SELECT jos_number.id FROM jos_number WHERE jos_number.journalID IN (10) and jos_item.fid=211 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 ) AND (jos_number.channelID=294790261 OR jos_number.channelID=0) ORDER BY RAND() DESC LIMIT 3

16 (!!!!! 2701.997756958): 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='P' 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 ) AND (jos_number.channelID=294790261 OR jos_number.channelID=0) ORDER BY RAND() DESC LIMIT 3

17 (!!!!! 3941.0591125488): 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='P' 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 ) AND (jos_number.channelID=294790261 OR jos_number.channelID=0) ORDER BY RAND() DESC LIMIT 3

18 (!!!!! 3095.8652496338): SELECT name,id,title FROM jos_deeppockets WHERE id=211 LIMIT 1

19 (165.93933105469): SELECT name,id,title FROM jos_deeppockets WHERE id=211 LIMIT 1

20 (!!!!! 1044.0349578857): SELECT dp.*, ch.title as channel, ch.name as channel_name FROM jos_deeppockets as dp LEFT JOIN jos_deeppockets as ch ON ch.id = dp.fid WHERE 1=1 AND dp.id=294790253 AND dp.type='deeppockets_item' AND dp.published='1' LIMIT 1

21 (!!!!! 1045.9423065186): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790253 AND type='deeppockets_item' AND published='1' LIMIT 1

22 (987.05291748047): 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=294790253 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

23 (!!!!! 1090.0497436523): 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=294790253 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

24 (91.075897216797): 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=294790253 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

25 (73.909759521484): 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=294790253 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

26 (!!!!! 1056.9095611572): 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=294790261 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

27 (900.9838104248): 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=294790261 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

28 (81.777572631836): 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=294790253 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

29 (67.949295043945): 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=294790253 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

30 (!!!!! 1131.0577392578): 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=294790253 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

31 (!!!!! 1140.1176452637): 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=294790253 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

32 (166.89300537109): SELECT conference_items.channel_id, conference_items.tracking_code FROM conference_items LEFT JOIN conference_groups ON conference_groups.id = conference_items.group_id LEFT JOIN jos_deeppockets ON jos_deeppockets.id = conference_items.channel_id LEFT JOIN jos_journal ON jos_journal.cat = jos_deeppockets.cat AND jos_journal.real = 1 AND jos_journal.directory IS NOT NULL WHERE 1 = 1 ORDER BY conference_items.id

33 (312.80517578125): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294790253 LIMIT 1

34 (61.988830566406): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294790253 LIMIT 1

35 (262.97569274902): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294790253 LIMIT 1

36 (!!!!! 1566.8869018555): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294790253 LIMIT 1

37 (!!!!! 1092.1955108643): SELECT id, title, module, position, content, showtitle, params FROM jos_modules AS m INNER JOIN jos_modules_menu AS mm ON mm.moduleid = m.id WHERE m.published = 1 AND m.access <= 0 AND m.client_id != 1 AND ( mm.menuid = 0 OR mm.menuid = 294790261 ) ORDER BY ordering

38 (!!!!! 4019.021987915): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

39 (105.14259338379): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

40 (!!!!! 1416.9216156006): SELECT * FROM jos_bannersmanager_banner WHERE `groupid` = 98 AND `site_id` = 10 AND `published` = 1

41 (40.054321289062): SELECT * FROM jos_bannersmanager_banner WHERE `groupid` = 99 AND `site_id` = 10 AND `published` = 1

42 (64.849853515625): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

43 (48.87580871582): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

44 (67.949295043945): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294790253 LIMIT 1

45 (!!!!! 1040.9355163574): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294790253 LIMIT 1

46 (41.007995605469): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294790253 LIMIT 1

47 (35.04753112793): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294790253 LIMIT 1

48 (64.849853515625): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

49 (71.048736572266): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

50 (54.121017456055): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

51 (!!!!! 1237.8692626953): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

52 (71.048736572266): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

53 (45.061111450195): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

54 (258.20732116699): SELECT name FROM jos_deeppockets WHERE id=294790261 LIMIT 1

55 (226.02081298828): SELECT name FROM jos_deeppockets_archive WHERE id=294790261 LIMIT 1

56 (48.160552978516): 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 (386.95335388184): 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=294790261 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

58 (334.02442932129): 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=294790261 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

59 (!!!!! 1701.1165618896): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

60 (184.05914306641): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

61 (!!!!! 1529.2167663574): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

62 (58.889389038086): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

63 (!!!!! 5505.0849914551): 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 (679.96978759766): SELECT fid FROM jos_deeppockets WHERE id=294790261 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294790261 AND published='1' LIMIT 1

65 (391.00646972656): 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`

66 (357.15103149414): select jos_twitters.link from jos_twitters where cat=10

67 (190.97328186035): select jos_facebook.link from jos_facebook where cat=10

68 (32.901763916016): select jos_google_plus.link from jos_google_plus where cat=10

69 (27.894973754883): select jos_linkedin.link from jos_linkedin where cat=10

70 (338.79280090332): SELECT fid FROM jos_deeppockets WHERE id=294790261 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=294790261 AND published='1' LIMIT 1

71 (35.04753112793): 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`

72 (609.8747253418): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294790261 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

73 (196.21849060059): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294790261 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

74 (38.14697265625): 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 (469.92301940918): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (403.16581726074): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (475.16822814941): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (36.954879760742): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (251.05476379395): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (33.855438232422): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (28.848648071289): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (89.883804321289): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (!!!!! 5573.034286499): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (!!!!! 6222.0096588135): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (!!!!! 13668.060302734): SELECT show_live FROM jos_com_show_setting LIMIT 1

88 (!!!!! 7983.922958374): SELECT show_live FROM jos_com_show_setting LIMIT 1

89 (!!!!! 7623.9109039307): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294790261 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

90 (!!!!! 7934.0934753418): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294790261 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

91 (!!!!! 7936.954498291): 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 (174.99923706055): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (!!!!! 1565.9332275391): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (!!!!! 1792.9077148438): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (165.93933105469): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (390.05279541016): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (29.087066650391): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (24.795532226562): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1

105 (25.033950805664): SELECT show_live FROM jos_com_show_setting LIMIT 1

106 (63.896179199219): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

107 (40.054321289062): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

108 (720.02410888672): 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=294790261 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

109 (!!!!! 2692.9378509521): 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=294790261 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

110 (!!!!! 3612.9951477051): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

111 (229.1202545166): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

112 (270.84350585938): 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=294790261 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

113 (970.12519836426): 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=294790261 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

114 (703.09638977051): 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=294790253 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

115 (!!!!! 2299.0703582764): 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=294790253 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

116 (531.19659423828): 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 (295.87745666504): 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 (66.041946411133): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

119 (43.869018554688): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

120 (56.982040405273): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

121 (37.908554077148): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

122 (46.968460083008): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

123 (34.809112548828): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

124 (168.0850982666): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

125 (!!!!! 63637.018203735): 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

126 (!!!!! 8388.9961242676): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

127 (685.9302520752): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

128 (316.85829162598): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294790261 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294790261 AND type='deeppockets_item' AND published='1' LIMIT 1

129 (!!!!! 809354.06684875): ( 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 (!!!!! 8883.9530944824): ( 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 (427.9613494873): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294800513 LIMIT 1

132 (319.9577331543): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294800513 LIMIT 1

133 (378.84712219238): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294800359 LIMIT 1

134 (250.10108947754): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294800359 LIMIT 1

135 (340.93856811523): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294800361 LIMIT 1

136 (243.18695068359): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294800361 LIMIT 1

137 (771.99935913086): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

138 (263.92936706543): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

139 (413.89465332031): SELECT name FROM jos_deeppockets WHERE id=211

140 (!!!!! 1235.0082397461): SELECT name FROM jos_deeppockets WHERE id=211

141 (469.92301940918): 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

142 (401.02005004883): 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

143 (!!!!! 1008.9874267578): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

144 (47.922134399414): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

145 (!!!!! 6870.9850311279): TRUNCATE TABLE jos_trademed_module

146 (!!!!! 3447.0558166504): 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=294790261 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

147 (76.055526733398): 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=294790261 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

148 (!!!!! 1857.0423126221): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

149 (395.05958557129): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

150 (!!!!! 2367.9733276367): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

151 (82.015991210938): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

152 (!!!!! 3720.9987640381): 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

153 (303.98368835449): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

154 (60.081481933594): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

155 (153.0647277832): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294790261 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294790261 AND type='deeppockets_item' AND published='1' LIMIT 1

156 (366.9261932373): 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)

157 (87.976455688477): 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)

158 (195.98007202148): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

159 (525.95138549805): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

160 (386.95335388184): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294790261 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294790261 AND published='1' LIMIT 1

161 (80.108642578125): select jos_twitters.link from jos_twitters where cat=10

162 (46.014785766602): select jos_facebook.link from jos_facebook where cat=10

163 (41.007995605469): select jos_google_plus.link from jos_google_plus where cat=10

164 (39.815902709961): select jos_linkedin.link from jos_linkedin where cat=10

165 (532.15026855469): update jos_bannersmanager_banner set impmade=impmade+1 where id in(14615,14202,14203)

166 (993.01338195801): insert into jos_banners_delta values (14615,'2025-05-02 02:30:40','3.137.179.200','view'),(14202,'2025-05-02 02:30:40','3.137.179.200','view'),(14203,'2025-05-02 02:30:40','3.137.179.200','view')

Click for LinkXpress Reader Inquiry Service
Enter code to receive information:

Where I can find code?

LinkXpress

Download Mobile App

Video Library

Featured Links

AI Tool That Detect Anomalies in Medical Images Could Help Physicians Spot Onset of COVID-19 Pneumonia in X-Rays

Latest Radiography News

Channels

MedImaging

Channels

Features

Partner Sites

Archive: