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chin Perseverance and collaboration: How a new clinical trial aims to determine whether sex matters when matching blood products to patients By www.blood.ca Published On :: Thu, 31 Oct 2024 17:26:59 +0000 Perseverance and collaboration: How a new clinical trial aims to determine whether sex matters when matching blood products to patients Transfusion Blood Thursday, October 31, 2024 Abby Wolfe As the Principal Investigator for the SexMatters trial described in this blog, Dr. Mickey Zeller is an Associate Professor in the Department of Medicine at McMaster University. She is also a Medical Officer at Canadian Blood Services. Around 2018, Dr. Mickey Zeller's grandmother asked her a question that she couldn’t fully answer at the time. It’s a question that Dr. Zeller continues to keep top-of-mind in her roles as an Associate Professor at McMaster University and a Medical Officer at Canadian Blood Services. Having sustained a pelvic fracture at the age of 94, she asked her granddaughter, “If I need a blood transfusion, could it come from a man... and if it does, would that be safe?”. As Dr. Zeller describes, “I looked at her and, in that moment, I said, ‘Grandma, no one knows! But it’s on my list to find out!’.” In fact, questions about whether selecting products based on the sex of donor and recipient could improve outcomes following blood transfusions have been around for years. However, there is not yet been enough evidence to definitively answer whether this strategy would help optimize hospital and blood operator practices. After much perseverance, collaboration with researchers across Canadian Blood Services’ extended research network, and a successful bid for CIHR funding, a research team led by Dr. Zeller is embarking on a new research journey they hope will finally provide the evidence to answer questions about whether sex matters in red blood cell transfusion. What will the study focus on and why is it needed? When a patient requires a transfusion of red blood cells (RBCs), the matching of product to patient is based on compatibility testing that looks at whether the blood is group A, B, AB or O, whether it is Rh positive or negative, and what other antibodies are present. Canadian Blood Services’ Rare Blood Program also helps ensure patients with specific combinations of antigens – proteins that appear on the surface of red blood cells – can be matched with appropriate blood components. Laboratory studies on donor factors such as age and sex have looked at their impact on characteristics of RBCs in terms of hematocrit, cell volume, hemoglobin content, and deformability – that is, the flexibility or “squeeze-ability” of the cells. However, currently available evidence has not demonstrated a need for red blood cells for transfusion to be matched based on the sex of either donor or recipient. The principal research question being posed by this study is: In adults admitted to the ICU who require RBC transfusions, do donor-recipient sex-matched RBC transfusions result in improved 30-day mortality compared with sex-mismatched RBC transfusions? Answering this question has a large potential for impact because of the substantial number of blood transfusions that occur throughout Canada every year. “If there was a risk identified [from the sex of the donor and recipient], even moving the needle a little bit to improve the matching of blood product to recipient could add another layer of safety to current practices,” Dr. Zeller explains. What had to happen to make this study possible? While it seems like a basic question to remain unanswered, Dr. Zeller acknowledges the investments of energy, expertise, and funding to get the study to this point. “Sometimes these basic questions remain for a long time because it is challenging to get the funding and infrastructure in place to be able to answer them in a scientifically rigorous way; even if they’re basic-level questions, it’s only by investing that you are able to gather the evidence to answer the question.” Dr. Zeller says. That’s part of the reason why Canadian Blood Services’ investments in networks like CTTG are important. The Canadian Transfusion Trials Group (CTTG) is funded by Canadian Blood Services with the aim of supporting and accelerating clinical trials that can inform best practices in transfusion medicine in Canada. CTTG reviewed and endorsed this SexMatters study and provided support through its development, making it the second RCT since CTTG’s inception to earn CIHR funding following participation in their review process. "I had the opportunity to present to CTTG twice and receive feedback that improved this study design and my application to CIHR for its funding. Having it reviewed by people like Dr. Donald Arnold, Dr. Jeannie Callum, Dr. Nadine Shehata – people with world-recognized expertise in this area – really led to the success of this application,” Dr. Zeller says. “We were able to have really rich discussions on tough questions about study design and impact, including details like how we would account for patients that are pre-transfused entering the study.” Dr. Mickey Zeller, Principal Investigator for the SexMatters clinical trial, and Dr. Donald Arnold, Co-Director of the CTTG network, discuss aspects of the newly funded clinical trial. Says Dr. Zeller, “Each time the application went through reviews, I could present to these colleagues to essentially say, 'Here are the criticisms it has received and here’s how I’ve handled them.' And they would provide me advice and encouragement to resubmit. It is really valuable having people across the country who are cheering for you, and who are hand-in-hand with you to celebrate your success!” “It’s an absolute privilege to do high quality research because you have to be surrounded by an incredible group of humans. Academic curiosity and commitment by those that have mentored me have enabled me to do this work. It’s out of a generosity of spirit that people have shared their expertise with me for this work, and it takes a lot of time and effort.” Dr. Mickey Zeller, Principal Investigator for the SexMatters trial What other research has informed this study? Before this study received CIHR support, the research team undertook an exploratory analysis, a systematic review and meta-analysis, and a pilot trial which took place in 2022 across five Ontario-based hospitals to establish feasibility of the randomized controlled trial. Findings of retrospective observational studies indicated potential association between sex-mismatched transfusions and mortality, but some aspects remained unclear due to low certainty of evidence, inconsistencies or contradictory subgroup analyses in the available literature. Much previous research involving Canadian Blood Services researchers has also supported the need for this randomized controlled trial. This includes: research undertaken in the lab of Canadian Blood Services Senior Scientist, Dr. Jason Acker, which has investigated impacts of various factors (including age and sex) on red blood cell storage and other factors of quality; the iTADs clinical trial (short for “An innovative Trial Assessing Donor Sex on Recipient Mortality") undertaken by Canadian Blood Services Adjunct Scientist Dr. Dean Fergusson and colleagues that signalled there may be increased risks with blood from younger, female donors; as well as research by Canadian Blood Services Adjunct Scientists Nancy Heddle and Dr. Donald Arnold at McMaster University’s Michael G. DeGroote Centre for Transfusion Research (formerly known as the McMaster Centre for Transfusion Research) which was supported through Canadian Blood Services’ Transfusion Medicine Research Program Support Award. Read the Research Unit summarizing some of MCTR’s research on blood.ca (2019): Sex-mismatched red blood cell transfusions and mortality | Canadian Blood Services Earlier publications involving these and other researchers have also investigated the impact that blood donor age and sex have on outcomes for transfusion recipients, summarized evidence related to sex-matched versus mismatched transfusions and mortality, and the biological mechanisms implicated in adverse outcomes of sex-mismatched transfusions. There is still room for more investigation to build on this previously completed research, and that aligns with Canadian Blood Services' emphasis on the importance of research that spans the continuum from bench-to-bedside to continuously improve our processes, products and services. As Dr. Zeller describes: “There are biological studies and retrospective data, but we only have one existing RCT. There’s a real importance to pursue a prospective, RCT so we can look forward as opposed to looking back.” “As every blood donor is unique, the challenge we have is to understand which donor-specific factors can be better matched to improve patient outcomes. Differences in the biology of blood cells from male and female blood donors are well defined, but what we do not understand is if these differences affect health outcomes in transfused patients. This is very important question that the SexMatters clinical trial is proposing to address.” Dr. Jason Acker, Co-Investigator in the SexMatters trial How will the study work and why the focus on transfusions in the ICU? Focusing on transfusions in the ICU is a significant distinguishing feature of this study. The iTADS trial was completed as a multicentre, double-blind trial, but it looked at mortality rates across the whole hospital. This new trial will look at transfusions received by patients in the intensive care unit (ICU) specifically. “In the hospital, we know that mortality rate is much higher in a transfused ICU patient compared to a patient in another part of the hospital,” Dr. Zeller says. “We’ve chosen to focus this study on the sickest population of patients – those in the ICU – with the idea that any impact will be seen most prominently in this group. The analysis will include consideration to dosage so we can adjust for the specific number of units transfused to each patient.” The study is also designed so that participants will not know whether a blood transfusion is matched or mismatched based on the sex of donor or recipient – a method used to prevent potential bias in the trial. “At the hospital, you always get a list with each shipment of blood product that says what units you have received from the blood operator”, Dr. Zeller explains. “As part of this study’s protocol, participating hospitals will see an additional colour-coding noted on this inventory, and this is what will be used when it comes time for us to do our analysis.” Who could benefit from this knowledge and what are the next steps? Dr. Zeller is glad to have Canadian Blood Services involved in this research, acknowledging that changing policy related to matching of blood products would be a significant change for hospitals and blood suppliers, requiring strong evidence from RCTs like this one. “This study will help to inform health-care professionals who prescribe and administer blood products, along with patients, donors, and the blood operator, too. One of the important questions if it does turn out to have a significant difference is ‘Then what?’ We already divide our inventory by group (ABO) and by Rh status (+/-). Would the need to be matching by sex further impact inventory? We don’t know yet, but that’s why it’s important to have the blood supplier involved,” Dr. Zeller says. The study will require a total sample size of approximately 11,000 patients across an expected nine hospital sites in Ontario. “We’ve designed this study to be very efficient; it’s got components of what would be considered a pragmatic study design,” Dr. Zeller says. “In terms of the products, Canadian Blood Services does not have to provide anything different than they already do for this study (other than the colour-coded markers) and we will use electronic capture to pull data, so we don’t need to collect study information at bedside. These were processes leveraged from the earlier iTADS study as the iTADS research team was very supportive of us learning from what they did.” “Whether transfusions should be matched for donor sex is a question that has been percolating in people’s minds for many years. Dr. Zeller has had the courage and perseverance to tackle this important question, which could have important policy implications. I’m excited for Dr. Zeller to embark on this journey and advance knowledge on best transfusion practices.” Dr. Donald Arnold, Co-Director of CTTG and Co-Investigator in the SexMatters trial Canadian Blood Services – Driving world-class innovation Through discovery, development and applied research, Canadian Blood Services drives world-class innovation in blood transfusion, cellular therapy and transplantation—bringing clarity and insight to an increasingly complex healthcare future. Our dedicated research team and extended network of partners engage in exploratory and applied research to create new knowledge, inform and enhance best practices, contribute to the development of new services and technologies, and build capacity through training and collaboration. Find out more about our research impact. The opinions reflected in this post are those of the author and do not necessarily reflect the opinions of Canadian Blood Services nor do they reflect the views of Health Canada or any other funding agency. Related blog posts Does sex matter in red blood cell transfusions? Monday, December 23, 2019 Tricia Abe When doctors select compatible red blood cell units for transfusion into a patient, they don’t consider the sex of the patient and whether the donor is the same (sex-matched) or opposite sex (sex-mismatched). But a study led by Dr. Michelle Zeller, Canadian Blood Services medical officer and assistant professor in the department of medicine at McMaster University, suggests that the role of donor sex in red blood cell compatibility may be worth a closer look. Transfusion Blood Read full story, Does sex matter in red blood cell transfusions? All blood is not the same Wednesday, October 04, 2017 Dr. Jeannie Callum In this six-part series, Dr. Jeannie Callum, a hospital-based transfusion specialist, shares her real-life experience witnessing the impact of blood donation on patient lives. She provides some fascinating insight into blood transfusion, past and present, and emphasizes the need for male donors and why some donors may be safer for patients. Read the complete series here. Transfusion Blood Read full story, All blood is not the same Canadian Blood Services research collaborate with BEST to understand how donor age impacts red blood cell quality Tuesday, September 26, 2023 Dr. Travis Sztainert Recent research involving Canadian Blood Services researchers highlights the relationship between donor age and the quality of blood products like red blood cells, while considering the complex interplay between storage conditions, oxidative stress, and genetic factors. Though the clinical implications remain uncertain, these findings underscore the importance of ongoing research in optimizing blood storage practices and continuing to improve the efficacy of blood transfusions for patients in need. Transfusion Blood Read full story, Canadian Blood Services research collaborate with BEST to understand how donor age impacts red blood cell quality Full Article
chin Switching Completely to E-Cigarettes Improves Smokers’ Breathing, Study Finds By scienceblog.com Published On :: Tue, 12 Nov 2024 14:38:04 +0000 Full Article Health
chin Model-Driven Innovation in Machine Design By www.maplesoft.com Published On :: Mon, 31 Oct 2016 04:00:00 Z How virtual prototyping and dynamic load analysis can help reduce machine design costs and get to market faster. Full Article
chin Model-Driven Innovation in Machine Design By www.maplesoft.com Published On :: Mon, 28 Nov 2016 05:00:00 Z How virtual prototyping and dynamic load analysis can help reduce machine design costs and get to market faster. Full Article
chin Student Uses Maple to Learn by Teaching Others By www.maplesoft.com Published On :: Tue, 04 Apr 2017 04:00:00 Z Mikkel Bjoern, a gifted math student in Denmark is using Maple to study in a unique way – by teaching other students. Already possessing an aptitude for math, Mikkel devotes part of his time to teaching younger students, and is able to learn more in the process. Mikkel has already passed math curriculum and exams that are at least a year advanced than his year of study. He now uses Maple to study chemistry, math and physics as well as participate in many competitions. Full Article
chin Trump Picks HASC Member, China Hawk Mike Waltz As National Security Adviser By www.defensedaily.com Published On :: Tue, 12 Nov 2024 21:49:53 +0000 President-elect Donald Trump has selected Rep. Mike Waltz (R-Fla.), a member of the House Armed Services Committee, to serve as national security adviser in his next administration. Waltz, a former […] Full Article Congress
chin Jan 26 - Chubu English Language Teaching Convention By www.eltcalendar.com Published On :: Tue, 05 Nov 2024 11:56:04 GMT LTP (Language Teaching Professionals). January 26 (Sun), 9:00-18:00 in Nagoya, Aichi. A wide variety of speakers. Deadline for presenter applications: November 30, 2024.. Full Article
chin Jan 12 - Kansai English Language Teaching Convention By www.eltcalendar.com Published On :: Mon, 04 Nov 2024 12:56:59 GMT LTP (Language Teaching Professionals). January 12 (Sun), 9:00-18:00 in Osaka. A wide variety of speakers. Deadline for presenter applications: November 30, 2024. . Full Article
chin Nov 18 - JALT2024: 50th Annual International Conference on Language Teaching and Learning and Educational Materials Exhibition By www.eltcalendar.com Published On :: Mon, 02 Sep 2024 01:17:18 GMT JALT (The Annual International Conference of the Japan Association for Language Teaching). November 18 (Mon), 9:00-16:00 in Shizuoka. Call for proposals ends March 10th, 2024. Full Article
chin Nov 17 - JALT2024: 50th Annual International Conference on Language Teaching and Learning and Educational Materials Exhibition By www.eltcalendar.com Published On :: Mon, 02 Sep 2024 01:17:18 GMT JALT (The Annual International Conference of the Japan Association for Language Teaching). November 17 (Sun), 9:00-19:00 in Shizuoka. Call for proposals ends March 10th, 2024. Full Article
chin Nov 16 - JALT2024: 50th Annual International Conference on Language Teaching and Learning and Educational Materials Exhibition By www.eltcalendar.com Published On :: Mon, 02 Sep 2024 01:17:18 GMT JALT (The Annual International Conference of the Japan Association for Language Teaching). November 16 (Sat), 9:00-19:00 in Shizuoka. Call for proposals ends March 10th, 2024. Full Article
chin Nov 15 - JALT2024: Professional Development and Technology in Teaching Workshops By www.eltcalendar.com Published On :: Mon, 02 Sep 2024 01:17:18 GMT JALT (The Annual International Conference of the Japan Association for Language Teaching). November 15 (Fri), 13:30-19:00 in Shizuoka. Call for proposals ends March 10th, 2024. Full Article
chin Kansai English Language Teaching Convention By ltprofessionals.com Published On :: Sun, 13 Oct 2024 05:30:58 GMT LTP (Language Teaching Professionals). January 12 (Sun) 2025, at Kinrankai High School, Osaka. Full Article
chin JALT2024: 50th Annual International Conference on Language Teaching and Learning By www.jalt.org Published On :: Tue, 02 Jan 2024 05:05:34 GMT JALT (The Annual International Conference of the Japan Association for Language Teaching). November 15 (Fri) - 18 (Mon) 2024, at Shizuoka Convention and Arts Center (Granship) Shizuoka City. Full Article
chin Rotobrush: Insulation Blowing Machine By www.achrnews.com Published On :: Sat, 01 Nov 2014 07:00:00 -0400 RotoStorm™ II has the ability to output up to 1,350 pounds per hour of insulation. Along with its many features the RotoStorm II can utilize various types of insulation including cellulose, fiberglass or other types of wool insulation. Full Article
chin Switching to Electric Boiler Helps B Corp Reach Goals By www.achrnews.com Published On :: Thu, 24 Mar 2022 07:00:00 -0400 Companies are seeking more sustainable solutions for their facilities. In some cases, this change is driven by both philosophical and financial reasons. Full Article
chin Construction Market to Grow $8 Trillion by 2030, Driven by China, US, and India By www.achrnews.com Published On :: Wed, 02 Dec 2015 07:15:00 -0500 A new report, “Global Construction 2030,” forecasts that the volume of construction output will grow by 85 percent to $15.5 trillion worldwide by 2030, with three countries — China, the U.S., and India — leading the way and accounting for 57 percent of all global growth. Full Article
chin Lean, Mean Construction Machine By www.achrnews.com Published On :: Mon, 09 Jul 2018 07:28:00 -0400 B&I, based in Fort Myers, Florida, is one of a growing number of contractors across the country to adopt “lean construction” techniques: a plug-and-play approach to construction that lets workers prefab a project off-site, section by section. Then, at the job site, all that remains is putting the pieces together. Full Article
chin Proper Ice Machine Cleaning and Maintenance By www.achrnews.com Published On :: Mon, 04 Jul 2016 06:32:00 -0400 Very few end users fully understand the importance of properly cleaning and sanitizing their ice machines, storage bins, and dispensers. Yet the quality and safety of every beverage they serve as well as the longevity and power consumption of their equipment depends on proper maintenance. Full Article
chin Emerson Supports More Efficient Ice Machines with New Simulation Model By www.achrnews.com Published On :: Tue, 11 Oct 2016 07:15:00 -0400 Emerson Climate Technologies has filed a patent application for a simulation model of a commercial ice machine to support development of more efficient equipment that can meet upcoming U.S. Department of Energy (DOE) targets. Full Article
chin Refrigeration and Ice Machine Markets Boast Cool Innovations By www.achrnews.com Published On :: Mon, 24 Jul 2017 07:30:00 -0400 This year’s Dealer Design Awards gold winning product in the Refrigeration and Ice Machine category is the Quantum Air™ Remote Air Cooled Condenser from Heat Transfer Products Group Inc. Full Article
chin Cleaning, Sanitizing Ice Machines Ensures Long Equipment Life By www.achrnews.com Published On :: Mon, 09 Jul 2018 07:32:00 -0400 In contrast to many other countries around the world, Americans consume a lot of ice. That’s probably why ice machines are found virtually everywhere here, from convenience stores and supermarkets to hotels and hospitals. It doesn’t really matter what shape it takes — cubes, flakes, nuggets, chips, etc. — but it does have to look and taste good. Full Article
chin Sip a Smoothie While Researching Reach-Ins, Coolers, and Ice Makers By www.achrnews.com Published On :: Mon, 09 Jul 2018 07:33:00 -0400 Refrigeration contractors who have not yet attended the annual National Restaurant Association (NRA) show really need to put it on their bucket lists. For four days each year, McCormick Place convention center is filled to the rafters with vendors exhibiting everything from gluten-free pasta to pizza ovens to high-tech ice machines. Full Article
chin Follett LLC: Ice Machine By www.achrnews.com Published On :: Mon, 16 Jul 2018 07:29:00 -0400 The Horizon Elite 710 series Chewblet® ice machines have the same patented scale-inhibiting design as the Horizon Elite 1010, 1410, and 2110 series ice machines that offer foodservice operators high performance even in the most challenging water conditions. Full Article
chin Troubleshooting Ice Machine Evaporators By www.achrnews.com Published On :: Mon, 03 Dec 2018 07:30:00 -0500 The higher the inlet water temperature, the more sensible heat must be removed from the water and the longer the freeze cycle. The latent heat removed causes the water to change state, thus producing ice. Full Article
chin 2020 Dealer Design Awards: Refrigeration and Ice Machines By www.achrnews.com Published On :: Mon, 27 Jul 2020 04:04:00 -0400 Like other companies working in the sector, Heatcraft Refrigeration Products faced a new set of DOE Annual Walk-In Energy Factor (AWEF) standards taking effect on Jan. 1 of this year. Full Article
chin Ice Machine Maintenance Means Regular Cleaning and Sanitizing By www.achrnews.com Published On :: Wed, 29 Jul 2020 07:00:00 -0400 Once restaurants started reopening, smart owners asked contractors to clean and sanitize ice machines before they were returned to service. Full Article
chin Troubleshooting Puzzle: An Ice Machine That’s not Keeping up With Demand By www.achrnews.com Published On :: Sat, 05 Sep 2020 11:00:00 -0400 In this puzzle, a restaurant manager complains that one of the ice machines in his high-volume establishment isn’t producing enough ice. Full Article
chin 2021 Dealer Design Awards: Refrigeration & Ice Machines By www.achrnews.com Published On :: Mon, 26 Jul 2021 01:04:00 -0400 The Gold award in the Refrigeration and Ice Machines category goes to the Copeland Digital Outdoor Refrigeration Unit, X-Line Series by Emerson. Full Article
chin Animal Sanctuary Receives Donated Ice Machine By www.achrnews.com Published On :: Tue, 02 Nov 2021 23:00:00 -0400 The Refrigeration School Inc. (RSI) in Phoenix, Arizona, in partnership with Clear Channel Outdoor, recently donated and installed an ice machine at Aimee's Animal Sanctuary in Queen Creek, Arizona, to help protect more than 100 special needs animals from severe heat. Full Article
chin 2022 Dealer Design Awards: Refrigeration & Ice Machines By www.achrnews.com Published On :: Fri, 29 Jul 2022 08:27:52 -0400 The Refrigeration & Ice Machines category winners include a refrigerant charging scale, evaporative control technology, and a condensing unit. Full Article
chin 2023 Dealer Design Awards: Refrigeration & Ice Machines By www.achrnews.com Published On :: Wed, 26 Jul 2023 11:00:52 -0400 The Gold award in the Refrigeration and Ice Machines category goes to a self-contained refrigeration system for walk-in coolers and freezers that eliminates several of the steps required for a traditional system. Full Article
chin Ice Machine Evaporators With Separating Grids By www.achrnews.com Published On :: Wed, 20 Dec 2023 07:00:00 -0500 If an ice machine evaporator has a grid design, it can separate from the evaporator plate over time, causing ice to form between the two parts, causing problems. Full Article
chin 2024 Dealer Design Awards: Refrigeration & Ice Machines By www.achrnews.com Published On :: Fri, 09 Aug 2024 07:00:52 -0400 The winner is a kit that is a universal, field-mount refrigeration controller with temperature sensors and pressure transducer kit that can be installed up to 40 feet from an air or electric defrost unit cooler. Full Article
chin 6 Essential Steps for Teaching CO₂ Refrigeration By www.achrnews.com Published On :: Sun, 06 Oct 2024 07:00:00 -0400 CO2 refrigeration systems demand both classroom knowledge and hands-on experience, which is why blending theory with practice creates top-notch technicians. Full Article
chin Preaching the Importance of Rooftop Maintenance By www.achrnews.com Published On :: Mon, 13 Jun 2016 07:35:00 -0400 HVAC contractors in different climates and regions all over the U.S. agree that irregular upkeep is the most problematic issue when it comes to rooftop unit failure. Full Article
chin Episode 144: The Maxine Research Virtual Machine with Doug Simon By feedproxy.google.com Published On :: Mon, 07 Sep 2009 18:49:33 +0000 In this episode we talk with Doug Simon from Sun Microsystems Laboratories about the Maxine Research VM, a so-called meta-circular virtual machine. Maxine is a JVM that is written itself in Java, but aims at taking JVM development to the next level while using highly integrated Java IDEs as development environments and running and debugging the VM itself directly from the Inspector, an IDE-like tool specialized for the Maxine VM. During the episode we talk about the basic ideas behind Maxine, what exactly "meta-circular" means and what makes it interesting and promising to build a Java VM in Java. We talk about the relationship to Sun's current production JVM (HotSpot) and about ideas and directions for the future of Maxine. Full Article
chin SE-Radio-Episode-286-Katie-Malone-Intro-to-Machine-Learning By traffic.libsyn.com Published On :: Tue, 28 Mar 2017 20:40:06 +0000 Show host Edaena Salinas talks with Katie Malone about Machine Learning. Katie Malone is a Data Scientist in the Research and Development department at Civis Analytics. She is also an instructor of the Intro to Machine Learning online course from Udacity and host of Linear Digressions, a podcast about machine learning. Topics include: machine learning, data science, a career in machine learning. Full Article
chin SE-Radio-Episode-294-Asaf-Yigal-on-Machine-Learning-in-Log-Analysis By traffic.libsyn.com Published On :: Mon, 19 Jun 2017 22:58:41 +0000 Asaf Yigal talks with SE Radio’s Edaena Salinas about machine learning in log analysis. The discussion starts with an overview of the structure of logs and what information they can contain. Asaf discusses what the log analysis process looks like without machine learning -- and the role of humans in this – before moving on to how the process is improved by incorporating external resources using machine learning. Topics include: log analysis, machine learning, operations. Full Article
chin SE-Radio Episode 312: Sachin Gadre on the Internet of Things By traffic.libsyn.com Published On :: Tue, 12 Dec 2017 03:19:07 +0000 Edaena Salinas talks with Sachin Gadre about the internet of things. The discussion begins with an overview of what IoT is and how businesses are adopting it. It then explores the architecture of an IoT application and the security implications of these systems. Full Article
chin Episode 395: Katharine Jarmul on Security and Privacy in Machine Learning By traffic.libsyn.com Published On :: Fri, 10 Jan 2020 19:21:58 +0000 Katharine Jarmul of DropoutLabs discusses security and privacy concerns as they relate to Machine Learning. Host Justin Beyer spoke with Jarmul about attack types and privacy-protected ML techniques. Full Article
chin Episode 479: Luis Ceze on the Apache TVM Machine Learning Compiler By traffic.libsyn.com Published On :: Wed, 29 Sep 2021 19:29:00 +0000 Luis Ceze of OctoML discusses Apache TVM, an open source machine learning model compiler for a variety of different hardware architectures with host Akshay Manchale. Luis talks about the challenges in deploying models on specialized hardware and how TVM. Full Article
chin Episode 493: Ram Sriharsha on Vectors in Machine Learning By traffic.libsyn.com Published On :: Tue, 04 Jan 2022 21:20:12 +0000 Ram Sriharsha of Pinecone discusses the role of vectors in machine learning, a technique that lies at the heart of many of the machine learning applications we use every day. Host Philip Winston spoke with Sriharsha about the basics of vectors, vector... Full Article
chin Episode 499: Uma Chingunde on Building a PaaS By se-radio.net Published On :: Tue, 15 Feb 2022 21:13:14 +0000 Uma Chingunde of Render compares building a PaaS with her previous experience running the Stripe Compute team. Host Jeremy Jung spoke with Chingunde about the role of a PaaS, building on public cloud providers, build vs buy, choosing features, user experience, managing databases, Series A vs later stage startups, and why internal infrastructure teams should run themselves like product teams. Full Article