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Research in Action

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Our episodes feature insightful conversations with scientists, clinicians, and industry leaders from pharma, biotech and CROs, who are pioneering patient-centered research, and driving innovation in life sciences and health. Navigate the complexities of drug development, gain a deeper understanding of clinical trials, and explore how technology is shifting paradigms in patient care. Join us to witness the transformative power of life sciences and health research鈥攆rom lab to life.&nbsp;</p> </div> </div> <div class="row"> <div class="col-lg-12"> <div class="col-lg-12 col-sm-12 align-top"> <ul class="text-center social-list"> <li style="display: inline;"><a aria-label="Subscribe to RSS Feed" title="Subscribe to RSS Feed" data-toggle="tooltip" data-placement="bottom" target="_blank" rel="noopener noreferrer" href="http://feeds.libsyn.com/446736/rss" class="btn btn-default"><i class="fa fa-rss fa-fw"></i></a></li><li style="display: inline;"><a aria-label="Listen on Deezer" title="Listen on Deezer" data-toggle="tooltip" data-placement="bottom" target="_blank" rel="noopener noreferrer" href="https://www.deezer.com/show/1000114635" class="btn btn-default btn-social"><img src="https://ssl-static.libsyn.com/p/assets/platform/websuite/deezer-logo.png" class="img-social" alt="Deezer"></a></li><li style="display: inline;"><a aria-label="Listen on Apple Podcasts" title="Listen on Apple Podcasts" data-toggle="tooltip" data-placement="bottom" target="_blank" rel="noopener noreferrer" href="https://podcasts.apple.com/us/podcast/research-in-action/id1654786709?ls=1" class="btn btn-default"><i class="fa fa-podcast fa-fw"></i></a></li><li style="display: inline;"><a aria-label="Listen on Spotify" title="Listen on Spotify" data-toggle="tooltip" data-placement="bottom" target="_blank" rel="noopener noreferrer" href="https://open.spotify.com/show/7vlcknxovRP4C8GnNsM8wf" class="btn btn-default"><i class="fa fa-spotify fa-fw"></i></a></li> </ul> </div> </div> </div> </div> <!-- bread crumbs --> <ol class="breadcrumb"> <li class="breadcrumb-item"><a href="/">All Episodes</a></li> <li class="breadcrumb-item"><a href="//2023">2023</a></li> <li class="breadcrumb-item active">08</li> </ol> <div class="col-lg-12 col-md-12 item-container"><div class="row libsyn-item libsyn libsyn-item-free libsyn-item-27564987" data-id="27564987"><div class="col-lg-6 col-md-6 left-side libsyn-item-27564987"><h2 class="section-heading"><a data-iframe-id="embed_27564987" class="read_more" href="https://researchinaction.libsyn.com/talking-ai-computer-vision-autism-and-small-data-problems">Talking AI, Computer Vision, Autism, and Small Data Problems</a></h2><iframe id="embed_27564987" title="Talking AI, Computer Vision, Autism, and Small Data Problems" style="border: none" src="//html5-player.libsyn.com/embed/episode/id/27564987/height/90/theme/custom/thumbnail/yes/direction/forward/tdest_id/3743343/render-playlist/no/custom-color/000000/" height="90" width="100%" scrolling="no" allowfullscreen webkitallowfullscreen mozallowfullscreen oallowfullscreen msallowfullscreen></iframe><div class="row"><div class="col-lg-4 col-sm-4 download-div"><a href="https://researchinaction.libsyn.com/talking-ai-computer-vision-autism-and-small-data-problems#comments" class="facebook-comments-count" data-uri="https://researchinaction.libsyn.com/talking-ai-computer-vision-autism-and-small-data-problems"></a></div></div></div><div class="col-lg-6 col-md-6 col-sm-12 right-side"><p class="date">Aug 16, 2023</p><p class="lead"><div>How is computer vision being used to spot autism symptoms much earlier in children? What is augmented cognition? And how can you use AI to make data models work even with small data sets? We will learn those answers and more in this episode with Dr. Sarah Ostadabbas. Dr. Ostadabbas is an associate professor in...</div> </p></p><div class="row"><div class="col-md-12 text-right show_more"><a data-iframe-id="embed_27564987" class="read_more" href="https://researchinaction.libsyn.com/talking-ai-computer-vision-autism-and-small-data-problems">Read More</a></div></div></div></div><hr> </div> <!-- /.container --> </div> <!-- /.content-section-a --> <!-- About Modal --> <div id="aboutModal" class="modal fade" role="dialog"> <div class="modal-dialog"> <!-- Modal content--> <div class="modal-content"> <div class="modal-header"> <button type="button" class="close" data-dismiss="modal">&times;</button> <h4 class="modal-title">About the Podcast</h4> </div> <div class="modal-body"> <p>"Research in Action" explores the dynamic world of life sciences, covering drug discovery, clinical trials, therapeutic development, and the pivotal role of real-world data and technology in connecting clinical research with patient care. Hear insightful conversations with scientists, clinicians, and leaders from pharma, biotech, and health.</p> </div> <div class="modal-footer"> <button type="button" class="btn btn-default" data-dismiss="modal">Close</button> </div> </div> </div> </div> <!-- Share Modal --> <div id="shareModal" class="modal" role="dialog"> <div class="modal-dialog"> <!-- Modal content--> <div class="modal-content"> <div class="modal-header"> <button type="button" class="close" data-dismiss="modal">&times;</button> <h4 class="modal-title">Share This Episode</h4> </div> <div class="modal-body"> <p id="pw-share"><div class="addthis_inline_share_toolbox"></div></p> </div> <div class="modal-footer"> <button type="button" class="btn btn-default" data-dismiss="modal">Cancel</button> </div> </div> </div> </div> <!-- Private Premium Modal --> <div id="loginModal" class="modal" role="dialog"> <div class="modal-dialog"> <!-- Modal content--> <div class="modal-content"> <div class="modal-header"> <h4 class="modal-title"><i class="fa fa-lock fa-lg"></i> Private Premium Login</h4> </div> <div class="modal-body"> <p> <form class="form-signin" method="POST" action=""> <h5 class="form-signin-heading">Login</h5> <label for="inputEmail" class="sr-only">Email</label> <input type="email" id="inputEmail" name="email" class="form-control" placeholder="Email address" required autofocus> <label for="inputPassword" class="sr-only">Password</label> <input type="password" id="inputPassword" name="password" class="form-control" placeholder="Password" required> <p class="pull-right"><a href="'">Having trouble logging in?</a></p> <button name="Login for Premium Access" class="btn btn-lg btn-primary btn-block btn-widget-login" type="submit">Login <i class="fa fa-arrow-circle-right fa-lg pull-right"></i></button> </form> </p> </div> </div> </div> </div> <!-- Image Enlarge Modal --> <div class="modal fade" id="imagemodal" tabindex="-1" role="dialog" aria-labelledby="myModalLabel" aria-hidden="true"> <div class="modal-dialog"> <div class="modal-content"> <div class="modal-header"> <button type="button" class="close" data-dismiss="modal"><span aria-hidden="true">&times;</span><span class="sr-only">Close</span></button> </div> <div class="modal-body" style="text-align:center;"> <img src="" id="imagepreview" style="width: auto; 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var isIos = !!navigator.platform && (/iPad|iPhone|iPod/.test(navigator.platform) || isMac); if(isIos){ $.ajax({ type: 'GET', url: "//my.libsyn.com/app/generate-websuite-plist-url", data: {destination_id: 3743343}, dataType: 'jsonp', success:function(json){ console.log(json); if(typeof json.success != "undefined"){ if(json.success){ var plistAnchor = $('<a>').addClass('btn').addClass('btn-default').attr('aria-label','Download iOS App') .attr('href', 'itms-services://?action=download-manifest&url=' + encodeURIComponent(json.plist_url)).append( $('<i>').addClass('fa').addClass('fa-download').addClass('fa-5x') ).append('<div>Download/Install iOS App</div>'); $('#download_app_div').empty(); if(isMac){ $('#download_app_div').append($('<p>').html('If you are using an iPad, you may install the app below:')); } $('#download_app_div').append(plistAnchor); } else { $('#download_app_div').empty().html('An error has occurred:' + json.message); } } else { $('#download_app_div').empty().html('An error has occurred'); } }, error:function(xhr, textStatus, errorThrown){ $('#download_app_div').empty().html('An error has occurred: ' + textStatus); } }); } else { $('#download_app_div').empty().html('Sorry, app download is only available for iOS devices.'); } } var page_filter = 1; var category_filter = ""; var text_filter = ""; var size_filter = "5"; var year_filter = "2023"; var month_filter = "8"; var text_posts_only = false; var premium_filter = false; var player_position = "above"; //lets create widget bar var colWidth = 6; function escapeHtml(text) { return text .replace(/&/g, "&amp;") .replace(/</g, "&lt;") .replace(/>/g, "&gt;") .replace(/"/g, "&quot;") .replace(/'/g, "&#039;"); } //load more on bottom of page $(window).scroll(function () { if(!lockScroll){ if ($(window).scrollTop() >= $(document).height() - $(window).height() - 60) { lockScroll = true; var requestUrl = "https://researchinaction.libsyn.com/"; requestUrl += "/page/"+ (page_filter + 1); if(text_posts_only){ requestUrl += "/podcast/blog"; } else if(premium_filter){ requestUrl += "/search/is_premium"; } else if(text_filter != ""){ requestUrl += "/search/"+ text_filter; } else if(month_filter != 0) { requestUrl += "/"+ year_filter +"/"+ month_filter; } else if(year_filter != 0) { requestUrl += "/" + year_filter; } else { requestUrl += (category_filter != "" ? "/category/"+category_filter : ""); } requestUrl += "/render-type/json"; $.ajax({ type: 'GET', url: requestUrl, async: false, success:function(json){ var items = JSON.parse(json); if(items.length > 0){ for(var i = 0; i < items.length; i++){ var item = new Array(); item = items[i]; var isTextOnly = typeof item.primary_content == 'undefined'; var isVideo; if(isTextOnly){ isVideo = false; } else { isVideo = item.primary_content.file_class == "video"; } //create action buttons var actionButtonsRow = '<div class="row">'; if(isTextOnly){ var escapedItemTitle = escapeHtml(item.item_title); actionButtonsRow += '<div class="col-lg-4 col-sm-4 share-div">'; actionButtonsRow += '<a class="share-link" href="" data-image-url="'+ item.image_url +'" data-item-url="'+ item.full_item_url +'" data-item-title="'+ escapedItemTitle +'" data-toggle="modal" data-target="#shareModal">'; actionButtonsRow += '<i class="fa fa-share-alt" title="Share This Episode"></i> Share</a></div>'; } if(item.display_download_link == true){ if(isTextOnly){ actionButtonsRow += '<div class="col-lg-4 col-sm-4 download-div"><a href="' + item.primary_content.url_secure +'" download><i class="fa fa-download" title="Download This Episode"></i> Download</a></div>'; } } if(item.extra_content.length > 0){ for (var x = 0; x < item.extra_content.length; x++) { if(item.extra_content[x].file_class == "pdf"){ var extraContentLabel = item.extra_content[x].content_title !== "" ? item.extra_content[x].content_title : item.extra_content[x].content_type; actionButtonsRow += '<div class="col-lg-4 col-sm-4 download-div"><a href="' + item.extra_content[x].url +'" download><i class="fa fa-download" title="Bonus content"></i> ' + extraContentLabel + '</a></div>'; } else { if(enablePremiumDownload == true){ var extraContentLabel = item.extra_content[x].content_title !== "" ? item.extra_content[x].content_title : item.extra_content[x].content_type; actionButtonsRow += '<div class="col-lg-4 col-sm-4 download-div"><a href="' + item.extra_content[x].url +'" download><i class="fa fa-download" title="Bonus content"></i> ' + extraContentLabel + '</a></div>'; } } } } actionButtonsRow += "</div>"; //begin row html = '<div class="row libsyn-item libsyn' + (isVideo == true ? '-video' : '') + ' libsyn-item-' + item.premium_state + ' libsyn-item-'+ item.item_id +'" data-id="'+ item.item_id +'">'; if(isTextOnly){ html += '<div class="col-lg-12" col-md-12 left-side libsyn-item-'+ item.item_id +'">'; html += '<h2 class="section-heading"><a href="'+ item.full_item_url +'">'+ item.item_title +'</a>'; html += '</h2>'; html += '<p class="date">'+ item.release_date +'</p>'; html += '<p class="lead">'+ item.item_body_short +'</p>'; html += '<div class="row"><div class="col-md-12 text-right show_more">'; html += '<a href="'+ item.full_item_url +'">Read More</a></div></div>'; html += actionButtonsRow; html += '</div>'; } else { //player var playerSide = '<h2 class="section-heading"><a data-iframe-id="embed_'+item.item_id+'" class="read_more" href="'+item.full_item_url+'">'+item.item_title+'</a>'; playerSide += '</h2>'; if(item.premium_state == "premium" && !premiumAuthorized){ playerSide += '<h3><i class="fa fa-lock"></i> This is a Premium Episode</h3>'; } else { if(item.primary_content.file_class == "pdf"){ playerSide += '<a href="' + item.primary_content.url_secure +'" download class="pdf-download"><i class="fa fa-file-pdf-o" title="Download PDF"></i> Download PDF</a>'; } else { playerSide += item.player; } playerSide += actionButtonsRow; } //description var descriptionSide = '<p class="date">'+item.release_date+'</p>'; descriptionSide += '<p class="lead">'+item.item_body_short+'</p>'; descriptionSide += '<div class="row"><div class="col-md-12 text-right show_more">'; descriptionSide += '<a data-iframe-id="embed_'+item.item_id+'" class="read_more" href="'+item.full_item_url+'">Read More</a></div></div>'; html += '<div class="col-lg-'+colWidth+' col-md-'+colWidth+' col-sm-12 left-side">'; html += player_position == "above" ? playerSide : descriptionSide; html += '</div>'; html += '<div class="col-lg-'+colWidth+' col-md-'+colWidth+' col-sm-12 right-side">'; html += player_position == "above" ? descriptionSide : playerSide; html += '</div>'; } html += '</div>'; html += '<hr>'; //add to container $(".item-container").append(html); } page_filter++; adjustPlayerWidth(); lockScroll = false; } else { lockScroll = true; } }, error:function(xhr, textStatus, errorThrown){ console.log(errorThrown); } }); } } }); $("#btn-send-contact").click(function(event){ event.preventDefault(); var error = ""; //validate var valid = true; $('#podcast-page-contact-form').find(':input:not(button)').each(function(){ var name = $(this).attr("name"); var value = $(this).val(); if (typeof name != 'undefined' && value == ""){ valid = false; return false; } }); if(valid){ //submit form var datastring = $("#podcast-page-contact-form").serialize(); $.ajax({ type: "POST", url: "https://web-support.libsyn.com/contact/submit", data: datastring, dataType: "json", success: function(data) { if(data == false){ error = "<strong>Error</strong> Your message could not be sent at this time. Please try again later."; $("#podcast-page-contact-form-error").html(error).fadeIn().delay(5000).fadeOut(); } else { $('#podcast-page-contact-form').find(":input").val("").hide(); $('#podcast-page-contact-form').fadeOut(); $("#podcast-page-contact-form-success").show(); } }, error: function() { error = "<strong>Error</strong> Your message could not be sent at this time. Please try again later."; $("#podcast-page-contact-form-error").html(error).fadeIn().delay(5000).fadeOut(); } }); } else { error = "<strong>Error</strong> Please fill out all fields and submit again."; $("#podcast-page-contact-form-error").html(error).fadeIn().delay(5000).fadeOut(); return false; } }); var playerStatusRequestSent = false; var href = null; /* $(document).on('click', ".read_more", function (e){ var iframeId = $(this).data("iframe-id"); if (document.getElementById(iframeId).contentWindow) { e.preventDefault(); href = $(this).attr("href"); var addColon = $("#"+iframeId).attr("src").indexOf(":") == -1 ? ':' : ''; var iframeHref = 0 + $("#"+iframeId).attr("src"); var receiver = document.getElementById(iframeId).contentWindow; window.addEventListener('message', receiveMessage); receiver.postMessage('player_status_request', iframeHref); playerStatusRequestSent = true; } }); */ function receiveMessage(e) { if(playerStatusRequestSent){ try { var playerData = JSON.parse(e.data); if(typeof(playerData.elapsed) != "undefined" && playerData.elapsed != "00:00:00"){ localStorage.setItem(href, JSON.stringify(playerData)); } if(href !== null){ window.location = href; } } catch (e) { return false; } } } </script> </body> </html>

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