![]() ![]() Like most retailers, Michael Kors tends to have sales in conjunction with the change of season - like a spring sale, for example - so if you can stand waiting, you might be able to score major deals on those items you covet. Save even more on your Michael Kors purchase from a discount site by signing up for newsletters from those other sites that might send out special promo codes or coupon offers you can use as well. Score Coupons for Discount Sites to Use Toward Michael Kors Purchases ![]() Places like and Nordstrom Rack often have Michael Kors items for a fraction of what they might cost at an actual Michael Kors store or online.ĥ. ![]() Shop for Michael Kors Items at Discount Sites Scroll to the bottom of the homepage and look left for a sign-up option.Ĭheck sites like Groupon, RetailMeNot and for promo codes you can use toward Michael Kors purchases.Ĥ. Try these tactics the next time you simply must have the latest Michael Kors offering.Ĭheck out the sales section of the Michael Kors site to score up to 50% off everything from handbags and wallets to watches, clothes and shoes.Ĭatch all the Michael Kors promotions, sales and in-store events when you sign up for the newsletter. Unless you're loaded, though, it helps to have a couple of ways to save on hand when shopping here. Sophisticated and chic shoppers delight in the fancy yet practical options that abound at Michael Kors. ![]()
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![]() Solvent-free, it is made from asphalt emulsified with bentonite clay and water. It resists most corrosive fumes and spray Specifications Brand Name: Henry Sheen: Smooth Color: Black Packaging Type: Can Water Based: Yes Fiber Reinforced: No Cold Application: Yes Container Size: 0.9 gal Color Family: Black Coating Material: Asphalt Product Type: Roof And Foundation Coating Durability: 1 Year Coverage Area: 3 Gal per sq ft Transparency: Solid Item Description Product Description Henry 107 Asphalt Emulsion is a premium, versatile coating for the protection of roofing materials, metal and masonry surfaces. Henry 107 Asphalt Emulsion will not crack, "alligator," run or sag under extreme weather conditions. Henry 107 Asphalt Emulsion is cold-applied, non-flammable while wet, corrosion-resistant and waterproof when dry. Item Description Product Description Henry 107 Asphalt Emulsion is a premium, versatile coating for the protection of roofing materials, metal and masonry surfaces. Henry Smooth Black Water Based Asphalt Emulsion 0.9 gal. ![]() Powered by Frooition Home Returns FAQs Contact About Sign up to our Newsletter Cleaning Supplies Paint And Paint Supplies Hand Tools And Tool Accessories Power Tools Flashlights / Lighting And Supplies Electrical Supplies Plumbing Supplies And Fixtures Heating And Cooling Supplies Hardware Fasteners Building Materials And Products Appliances And Home Entertainment Housewares And Gifts Lawn / Garden / Farm Supplies Outdoor Equipment And Power Tools Sporting Goods Automotive Outdoor Living And Furniture Stationery Supplies/Office Equipmnt Notions And Miscellaneous Cyber Monday Deals 5% Cyber Monday Deals 10% Cyber Monday Deals 15% Cyber Monday Deals 20% All Items See our eBay store for more great items > Shop Categories Cleaning Supplies Paint And Paint Supplies Hand Tools And Tool Accessories Power Tools Flashlights / Lighting And Supplies Electrical Supplies Plumbing Supplies And Fixtures Heating And Cooling Supplies Hardware Fasteners Building Materials And Products Appliances And Home Entertainment Housewares And Gifts Lawn / Garden / Farm Supplies Outdoor Equipment And Power Tools Sporting Goods Automotive Outdoor Living And Furniture Stationery Supplies/Office Equipmnt Notions And Miscellaneous Cyber Monday Deals 5% Cyber Monday Deals 10% Cyber Monday Deals 15% Cyber Monday Deals 20% Helpful Links Add to Favorite Sellers Sign up to Newsletter View Feedback Contact Seller Visit seller's eBay Shop About Seller Page Henry Smooth Black Water Based Asphalt Emulsion 0.9 gal. Item: 274873160545 Henry Smooth Black Water Based Asphalt Emulsion 0.9 Gal. ![]() Henry 107 Asphalt Emulsion will not crack, "alligator," run or sag under extreme weather conditions.Seller: max_warehouse ✉️ (341,153) 98.7%, (Pack of 4) 71.40 ////USD OutOfStock Asphalt Emulsion Paint and Cleaning - Christmas Building Materials Fall For the Rain Garage, Roofing & Siding Hardware Paint & Cleaning December Specials Paint & Paint Supplies Roof / Foundation Coatings Roof Coating Roof Coatings Roofing Snow Tools & Hardware Henry 107 Asphalt Emulsion is a premium, versatile coating for the protection of roofing materials, metal and masonry surfaces. ![]() ![]() 9172032774 Henry Smooth Black Water Based Asphalt Emulsion 0.9 gal. ![]() ![]() So don't wait, start looking through our roommate finder today.Ī free Diggz account is all you need to start looking for the perfect roommate to live with. With the right roommate you can spend less on rent and more on everything else Las Vegas has to offer. It won’t be long before you find the perfect roommate, and start making plans to room up. You’ll be able to chat with them directly on our platform, and schedule to meet in person if they seem as a good fit. If you like what you see and read make sure to engage by "liking" them or send them a message to introduce yourself. Once you sign up, review your top roommate prospects and check out their profiles. ![]() Our roommate finder makes it easy to find someone you’ll love living with. Using our Roommate Finder to Start Searching You can further filter the roommate and room options based on your preferences to find the perfect person to live with. Once signed up, you can explore potential roommates and rooms for rent who we will present to you based on the best fit. The more we know about you, the better we can match you with potential roommates. Then, we’ll ask about your lifestyle and preferences, such as your schedule, habits and sociability. We’ll start with the basics such as budget, move date and preferred areas. If you don’t want to stress about making rent while still being able and take advantage of everything Las Vegas offers, having roommates is a good idea.įinding good roommates or rooms for rent may seem difficult.Įveryone's needs can be different, so we aim to match you with roommates who share similar lifestyles and preferences.įirst, you’ll need to tell us a little about yourself. So by having a roommate, you can still live in the more expensive areas, but save money on rent.įor around $1,400 for a two bedroom, you could live in West Sahara, Henderson or Paradise.įor much lower rents, you can find areas like Spring Valley, Downtown Las Vegas or Northwest Area. ![]() On The higher end, neighborhoods like Summerlin, Mira Villas, or Los Prados offer an average rent of ~$1650 for a two bedroom apartment.Ĭompared to ~$1,500 for a one bedroom apartment in these neighborhoods. However, the area you’ll move into can have a significant impact on the cost of rent. ![]() There are plenty of options to find an affordable rental in Las Vegas, with the average rent of a two bedroom apartment being ~$1,250. Rent in Las Vegas is well below the national average and has been generally stable. ![]() ![]() ![]() But I need to verify if it's the exact same problem (as there are different solutions to different problems). I have the Samsung Galaxy Note and I've been looking for a solution for about a month now and I just came across the answer. ![]() ![]() The phrase ?The ship was sunk due to the lack of a half penny worth of tar? seems to apply not only to Samsung, but also increasingly to Microsoft (end of XP support, Youtube crashing on Windows 8.1 using Internet Explorer, but not, thankfully, using Google Chrome!) at least on my devices ) and even Apple (File transfer for iPAD). Of course to say that Kies is compatible with XP, Vista and 7 doe snot exclude that it may be compatible with 8 but it does not give rise to any confidence. So what about someone with GalaxyS4 and Windows8? And Kies3 with XP, 7 and 8) and that Samsung Galaxy S4 phone was not compatible with Kies3 (which it is not, at least on my computer). Kies may not be compatible with Windows8 (at least a Samsung Windows indicated compatibility with XP, Vista, and & 7. I would frankly not recommend using Kies in any situation and use kies3 to facilitate file transfer. There is now such a variety of devices and systems that what works for one may not work in the same way for another. I now do not bother with time consuming voluntary upgrades, even when there are alleged security issues. with Acrobat PDF reader with its annoying scroll needing one to keep pressing the scroll button on a suitable mouse ? really horrible ? hoping always that this will be remedied, but it never has been). I have often attempted upgrades in the hope of getting better performance, only to be seriously disappointed (e.g. Samsung Galaxy S4 Software Firmware Update XXUEMK9 - YouTube Moreover the upgrade seems to have little or no effect, apart maybe for a slight increase in speed. Research has indicated that possibly upgrading using the phone connection may be preferable because apparently Kies mav reinstall the whole firmware system (slowly) and not just necessary alterations. My Asus fonepad allows me at least to turn off the unwanted update notification screen. The problem is that there is eventually the possibility of inadvertently selecting the Install option. I do not want to install the update at all. What is really disturbing is that there are two buttons, install now or install later. It carries disturbing warnings about possible effects on installed apps, and about not turning off the device once the update has started. I keep getting a frustrating nag to update the firmware on the Galaxy S4 phone. This involving connecting the S4 Galaxy phone, selecting the trouble shoot connection button, disconnecting the phone, then after following the procedures reconnecting the phone to the USB Cable again.)įrankly I would personally avoid using Kies for anything. within a minute or two - as opposed to the 10 minute or so ugly work around that I found. If you really want Kies then it may now load surprisingly quickly (i.e. Of course you may also use Cloud based systems such as Dropbox. This will allow speedy file management, if this is all that is wanted. It may help to open a second ?My Computer? Window or Windows Explorer screen. However Windows XP should open a Portable Device Screen enabling a Windows Explorer folder, which should allow file inspection and transfer etc. (Speedy ? particularly in comparison with often called bloatware of Kies) It seems to work even with a long extension cable if connected to the back of the computer! Open Galaxy 4 but suggest disabling Wifi and putting in Airplane mode to avoid inadvertent or unwanted activity.Ĭonnect Galaxy S4 by USB to back of computer (Not front, Why? Not a clue!) ![]() ![]() ![]() “It really is a good demonstration that the virus determines what herd immunity is and what keeps us safe,” she said. When asked, Char also said that with the “advent of the delta variant,” the state may now need to vaccinate more than 70% of its population to reach herd immunity against the coronavirus. This is what prompted CDC’s reversal earlier this week and recommendation that everyone wear masks at public settings indoors, whether vaccinated or not. The report also found that fully vaccinated individuals with breakthrough infections carry just as much virus as those who are unvaccinated. The current spike is due mostly to the highly transmissible delta variant - now the dominant strain in Hawaii as well as the nation - and community spread in all four major counties.Īn internal report from the Centers for Disease Control and Prevention, meanwhile, warns that the delta variant is as contagious as chickenpox, and more likely to break through protections given by vaccines, according to the New York Times. coronavirus-related death toll today is more than 612,000 and the nationwide infection tally is over 34.7 million. The state’s official coronavirus-related death toll includes 411 fatalities on Oahu, 60 on Maui, 58 on Hawaii island, two on Kauai, and three Hawaii residents who died outside the state. Officials say they consider infections reported in the past 14 days to be a “proxy number for active cases.” The state’s total number of active cases increased today by 389. Of the state’s total infection count, 2,653 cases were considered to be active. There are also 1,749 Hawaii residents who were diagnosed outside of the state. The total number of confirmed and probable coronavirus cases by island since the start of the outbreak are 30,406 on Oahu, 5,083 on Maui, 3,950 in Hawaii County, 539 on Kauai, 117 on Lanai, and 81 on Molokai. 13, which included 86 from an existing cluster at the Oahu Community Correctional Center. The highest single-day record of new cases prior to today was at 355 during a surge on Aug. The statistics released today reflect new infection cases reported to the department on Wednesday, and the previous under-counted cases from earlier this week. The 622 new confirmed and probable infection count reported today includes 359 new cases on Oahu, 111 on Hawaii island, 74 on Maui, eight on Kauai, and 70 Hawaii residents diagnosed outside of the state. “We know that these actions that you can take individually and that we need to take collectively as a community does help to slow the spread of COVID-19,” he said. Otherwise, he said, people should stay home when sick, wear masks indoors as well as outdoors when 6 feet of distance can not be maintained. It’s the best way to keep our community healthy and safe, so if you haven’t been vaccinated please do so.” “We do know that the vaccinations are safe. “The pandemic is not over and the best way forward is for people to get vaccinated,” said Ige. David Ige this afternoon said the 3-day average of more than 300 cases is alarming, and also emphasized the need to continue safety measures everyone has known for the past year and a half. “So get vaccinated, wear your mask, stay home if you’re sick, and avoid large gatherings.” “We’re seeing more spread through people who have symptoms even if they’re minor, being out and about, going to work, mingling with family members, and spreading the virus,” she said. She said people should continue wearing masks, keeping a distance, and avoiding large gatherings - and remember to stay home when sick. We know it’s safe and we know it works.”Ĭhar said there is widespread community transmission at gatherings where people are not wearing masks, including restaurants and bars. 1 tool we have for this pandemic is to get vaccinated. “Without us doing something different I think the message remains, we know what works. “We’re very, very concerned about it and at this point there’s no real reason to think that the trend will change,” Char said. With 622 today, the average of the three days would be 314. On Wednesday, a partial count of 85 new cases were reported, followed by 234 on Thursday. The new infection numbers include some cases that were not reported Wednesday due to “an electronic lab reporting system interruption,” according to the Health Department. ![]() All three were hospitalized and had underlying conditions. The deaths were two men on Oahu, one his 60s and one in his 50s, and a Maui man in his 60s. ![]() The state later today also reported three more coronavirus-related deaths. Elizabeth Char said on Spotlight Hawaii this morning. The number of daily new coronavirus cases today spiked to 622, the highest since the start of the coronavirus pandemic, Hawaii Department of Health Director Dr. ![]() ![]() ![]() She returns to the house, where she finds him sitting inside. She, Sophie and Janine rush to the airport, but on reaching the gate, finds that Eric's flight has departed. Holly realizes that she can't take care of Sophie without Eric, and that she loves him. Janine visits to make her final determination whether Holly and Eric are fit parents. ![]() That night, Sophie calls Holly "Mama" for the first time. He tells Holly to work out her feelings for Eric, and leaves. Once alone with Holly, Sam says that if he and his former wife had fought in the way that Eric and Holly did, they would still be together. Eric tells her he loves her, but leaves the dinner, planning to return to Phoenix. Holly accuses Eric of deserting her and Sophie, while Eric points out how quickly she replaced him. Eric and Holly argue when he learns she is planning to sell the house soon, as the upkeep is too costly. She invites him to a dinner that she and Sam are hosting for neighbors and friends. When she finds out, she tells him to take the job, accusing him of looking for a way out of raising Sophie.Īt Thanksgiving break, Eric returns from Phoenix for a visit, hoping to patch things up with Holly. Eric is offered his dream job with the Phoenix Suns, and doesn't discuss it with Holly. Their Child Protective Services caseworker, Janine, tells them they must make a firm commitment, either to stay together, or break up, as waffling in between would be bad for Sophie. Eric helps by investing in her company, and they cement the new relationship by going on a date, which ends with them having sex, while developing strong feelings. Over time, the guardians discover that raising a child is more expensive than they had expected, and Holly, can no longer afford to expand her business. When they join him at the hospital, Eric sees Holly kiss Sam. The date is cut short when Eric calls to tell Sam that Sophie has a high fever. Holly goes on a date with Sam, Sophie's pediatrician. When they get home, Eric and Holly argue, but later they make up. Eric takes Sophie with him, but her crying distracts him, leading to him making a big mistake on the broadcast. One night, Holly is away at an important catering job when Eric is given the opportunity to direct a big basketball game. After finding that none of Peter and Alison's relatives are fit to take care of Sophie, Holly and Eric put their differences aside and move into Sophie's home. Holly and Eric learn that their friends named them Sophie's joint guardians. Shortly after Sophie's first birthday, Peter and Alison are killed in a car crash. As the years go by, Peter and Alison get married, have a baby girl named Sophie, and select Holly and Eric – who teasingly tolerate each other – as the godparents. Their best friends, Peter and Alison, set them up on a blind date, that goes horribly wrong, and results in both hating each other with a passion. Holly Berenson is the owner of a small Atlanta bakery, and Eric Messer is a promising television technical sports director for the Atlanta Hawks. ![]() ![]() ![]() The Black Hornet Personal Reconnaissance System (PRS) is currently marketed internationally by Prox’s parent company Teledyne FLIR Systems. The early PD-100 variant became one of the first micro-UAV to be widely fielded, and was used extensively by Western forces in Afghanistan. Development began in 2008, with serial production commencing in 2012. The iconic MAV system is the Black Hornet Nano developed by Norwegian firm Prox Dynamics AS. This makes their visual detection much more difficult. Very small UAVs are frequently designed to mimic flying animals, whether insects or birds. Smaller systems typically have more limited performance, but are inherently more difficult to detect. ‘Larger’ micro-UAVs typically fly at altitudes up to 125 m (although some go considerably higher), and can achieve speeds of 50 m/s (180 km/h). Performance parameters of Micro-UAVs vary, especially with size. Given their size, they can enter into buildings or other enclosed or access-denied areas where other UAVs cannot go. The aircraft are controlled via hand-held consoles or via laptop, tablet or mobile phone apps, again minimising or eliminating any logistical burden. The smallest MAVs can be carried in an ammunition pouch, resulting in minimal extra burden to the soldier. In tactical scenarios, their small size (and associated small acoustic and thermal signatures) makes them difficult to detect, enabling operators to gather intelligence and targeting data without warning the enemy. MAVs have several advantages over other unmanned aerial vehicles. While Micro-UAVs are usually remote controlled, Artificial Intelligence (AI) permits autonomous operations over much of the mission profile. In this context, MAVs can be equipped with modified cellular technology to gather communications data and transfer it to receiving stations. In addition to optronic sensors, Micro-UAVs can be equipped with sensors to detect biological, chemical or radiological agents, or with Signals Intelligence (SIGINT) sensors to intercept enemy radio and cellular communications. The data is relayed directly to the operator in real-time, enabling frontline tactical units to immediately act on that intelligence, be it by avoiding an ambush, calling in artillery strikes on beyond-line-of-sight (BLOS) targets, or planning a hostage rescue operation. Militarily, the small, highly portable aircraft provide units down to the squad or fire team level – or even the lone-operative – with an integrated short range Intelligence, Surveillance and Reconnaissance (ISR) asset with capabilities previously restricted to medium and upper echelons. ![]() Despite the disagreement over terminology, armed forces (a well as civilian public safety agencies) globally recognise their utility.įrench concept for an insect-mimicking UAV.įor humanitarian and public safety missions, Micro-Drones can fly through the rubble of collapsed buildings or mineshafts to quicky search for survivors, or be inserted into pipelines and utility shafts to inspect their integrity. Various terms are used to categorise unmanned aerial vehicles (UAV) with a diameter of 2-50 cm: Very Small UAV, Micro-Drone, Micro UAV, Micro-UAV, Nano-UAV, or simply Micro Air Vehicles (MAV). But though it’s suitable for beginners, the drone is not completely without a learning curve, based on feedback.Very small unmanned aerial vehicles (UAVs) are providing even the lowest echelon infantry units with advanced situational awareness capabilities. The body is also very sturdy and overall the drone is very well constructed, with resilient components, and highly-customizable flight characteristics. Those who’ve had fun with the Beta65S say it flies great right out of the box, and the smart audio is another really nice feature. Otherwise, the brackets on the propellers keep little fingers safe from spinning propellers, the ABS body is nice and durable, and it’s so small and portable it can fit in your pocket. For an FPV drone specifically, we like the Beta 652 from BETA FPV, an indoor-only whoop drone that’s easy to use and with a brushed motor, camera, and remote control. And with FPV, or first-person-view flying, you can see what the drone sees, generally fed straight into a pair of goggles. ![]() One of the coolest things about a micro or nano drone is they fly into, over, and around spaces where a larger drone might not otherwise be able to fit. ![]() ![]() ![]() Take caution as increased power brings a higher possibility of excessive heat. ![]() However, if you’re constructing a gaming setup with an RTX 3080/3090 or desire to prepare for the future (which is nearly impossible), you should select a stronger PSU. In any situation, it’s certain that your device will have adequate power with a reliable 650 watts PSU. An example of such a GPU is the GeForce RTX 2080 Ti LIGHTNING Z. These are usually the manufacturers’ highest-end models made to provide the best possible cooling and overclocking. In even rarer cases, enthusiast GPUs require three 8-pin connectors. In addition, you still need to power the CPU ( another big energy consumer) and the rest of your PC’s components. By adding the numbers together, we get a total of 375 watts, which is an extreme amount. There are even some exceptional cases where the GPU will have two 8-pin connectors. As a result, it has a maximum power consumption of 170 watts. ![]() For example, NVIDIA’s GeForce RTX 3060 has both types of connectors. The most power-hungry graphics cards come with a 6-pin and an 8-pin connector. If the GPU requires more than 150 watts, it will come with an 8-pin connector or two 6-pin connectors.Īs always, there are exceptions. 8-Pin Connector An 8-pin connectorĪlthough the math might not seem right when compared to the 6-pin connector, the 8-pin connector can deliver 150 watts to a graphics card. The terms “PCI Express cables” or “PEG cables” (for PCI Express Graphics) can also be used to describe 6-pin connectors. As 150 watts will be enough for most mid-range cards, these usually feature the 6-pin power connector. This means the graphics card will use the PCI Express x16 slot and draw power directly from the PSU (Power Supply Unit).ĭespite the fact that 150 watts are enough for most graphics cards, high-end cards such as NVIDIA’s RTX 3080 require more than 320 watts and system power of 750 watts. This connector can supply the GPU with an additional 75 watts of energy. As none of these GPUs have a lot of processing power, they don’t need more than 75 watts of power. Here are a few examples of GPUs that don’t require external power: GT 1030, GTX 1050 2GB variant, RX 550, RX 460, and many others. Some feature multiple PCI Express x16 slots in order to connect more GPUs, but, as previously mentioned, this increases the power requirement. Motherboards come with the aforementioned PCI Express x16 slot that can provide a maximum of 75 watts of power. ![]() ![]() Cant find what you are looking for Avvo has 97 of all lawyers in the US. Featured Litigation lawyers in Quincy, MA. Find reviews, educational history and legal experience. First, Jack has earned my unending appreciation and thanks, And Second, although I hope to never have the need to call on him again, He would be the only lawyer I would call on. Find Massachusetts attorney Staci Cerrato in their Quincy or Quincy office. I never heard or knew of Jack in the beginning of my journey he in fact was one of six law firms I was looking at to represent me. Then after almost 15 years I called to just say hello, and he returned my call asked about my family and remembered my name. He was there again for my resulting divorce, he was for me a lighthouse to guide me thru the biggest storms of my life. Murstein is experienced handling Massachusetts family law cases in the Quincy area. Best Lawyers in America, Massachusetts Lawyers Weekly, Martindale-Hubbell and Super Lawyers Boston Bar Association and South Asian Bar Association of Greater Boston. Serving Quincy, MA (Wellesley, MA) Wendie E. Well Jack was there for my after release phone calls, the ones where you are scared and think life is still all over for you. Serving Quincy, MA (Wellesley, MA) Keith Halpern is an experienced medical malpractice attorney practicing in the Quincy area. Massachusetts Criminal Defense Attorney with 17 years of experience. I think most lawyers would be poof from a client. Well we first met in 2002, and well after my first round, the trial was over and it was what I was informed it would most likely end up being. ![]() Practices Criminal defense, Employment and labor, Personal injury. So I ended up looking up Jack for no real reason. Find Massachusetts attorney Keith Nicholson in their Quincy office. Well with the covid 19 lifestyle all we have is free time. ![]() ![]() Crackles, which are short, explosive, and non-musical, are produced by patients with parenchymal lung diseases such as pneumonia, interstitial pulmonary fibrosis (IPF), and pulmonary edema 1, 8, 9. Crackles, wheezes and rhonchi are the most commonly found among them, and detecting those sounds greatly aids the diagnosis of pulmonary diseases 6, 7. Abnormal lung sounds include crackles, wheezes, rhonchi, stridor, and pleural friction rubs (Table (Table1). Recent electronic stethoscopes have rendered lung sounds recordable, and it facilitated the studies of automatically analyzing lung sounds 4, 5. Auscultation is non-invasive, real-time, inexpensive, and very informative 1– 3. The stethoscope has been considered as an invaluable diagnostic tool ever since it was invented in the early 1800s. Our deep learning-based classification would be able to complement the inaccuracies of clinicians' auscultation, and it may aid in the rapid diagnosis and appropriate treatment of respiratory diseases. ![]() On the other hand, as a result of respiratory sound classification by different groups showed varying degree in terms of accuracy the overall accuracies were 60.3% for medical students, 53.4% for interns, 68.8% for residents, and 80.1% for fellows. It further classified abnormal lung sounds into crackles, wheezes, or rhonchi with an overall accuracy of 85.7% and a mean AUC of 0.92. It detected abnormal sounds with an accuracy of 86.5% and the area under the ROC curve (AUC) of 0.93. We developed the predictive model for respiratory sound classification combining pretrained image feature extractor of series, respiratory sound, and CNN classifier. We utilized deep learning convolutional neural network (CNN) to categorize 1918 respiratory sounds (normal, crackles, wheezes, rhonchi) recorded in the clinical setting. To overcome such limitations, we tried to develop an automated classification of breath sounds. ![]() However, accurate interpretation of respiratory sounds requires clinician’s considerable expertise, so trainees such as interns and residents sometimes misidentify respiratory sounds. Detection of abnormal respiratory sounds with a stethoscope is important in diagnosing respiratory diseases and providing first aid. Auscultation has been essential part of the physical examination this is non-invasive, real-time, and very informative. ![]() |
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