📹 Video: https://youtu.be/4Ey8viSAj_o
\nEverybody is welcome to introductory webinar on the competition. (Zoom link will be here 5 min before start) . Video record will be on Youtube later.
\n👨🔬 Dmitrii Rudenko \"Introduction to the Kaggle competition 'HMS - Harmful Brain Activity Classification (https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification)'\"
\n⌚️Friday, 2 February, 18.00 (CET, Paris time)
Add to Google Calendar. (Talk will be in English).
\nAbstract:
\nThe goal of the competition is to use the EEG data of patients to recognize when their brains are not working correctly. There are two modalities available in this competition: spectrograms of work and raw signals, which can also be used to teach neural networks. The data itself is 26 gb, which is also not a small amount.
\nThe markup of such snapshots of brain work requires expensive training of specialists and their hard work, so if we manage to solve the problem well, the throughput of specialists will grow. In the dataset, excerpts of each image were shown to multiple experts, and each expert voted on the type of abnormal activity.
Four types:
\nMetric - KL-divergence. Kernel-only challenge.
\nVideo record will be here: https://www.youtube.com/playlist?list=PL1GnA8S_asBANHU95kOPOPEh3moPm5uhw
\nReporter's telegram channel on Kaggle and data science: https://t.me/pseudolabeling
", "messages": [ { "id": "2631490", "postDate": "02/01/2024 19:17:40", "content": "📹 Video: https://youtu.be/4Ey8viSAj_o
\nEverybody is welcome to introductory webinar on the competition. (Zoom link will be here 5 min before start) . Video record will be on Youtube later.
\n👨🔬 Dmitrii Rudenko \"Introduction to the Kaggle competition 'HMS - Harmful Brain Activity Classification (https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification)'\"
\n⌚️Friday, 2 February, 18.00 (CET, Paris time)
Add to Google Calendar. (Talk will be in English).
\nAbstract:
\nThe goal of the competition is to use the EEG data of patients to recognize when their brains are not working correctly. There are two modalities available in this competition: spectrograms of work and raw signals, which can also be used to teach neural networks. The data itself is 26 gb, which is also not a small amount.
\nThe markup of such snapshots of brain work requires expensive training of specialists and their hard work, so if we manage to solve the problem well, the throughput of specialists will grow. In the dataset, excerpts of each image were shown to multiple experts, and each expert voted on the type of abnormal activity.
Four types:
\nMetric - KL-divergence. Kernel-only challenge.
\nVideo record will be here: https://www.youtube.com/playlist?list=PL1GnA8S_asBANHU95kOPOPEh3moPm5uhw
\nReporter's telegram channel on Kaggle and data science: https://t.me/pseudolabeling
", "rawMarkdown": "📹 Video: https://youtu.be/4Ey8viSAj_o\n\n\nEverybody is welcome to introductory webinar on the competition. (Zoom link will be here 5 min before start) . Video record will be on Youtube later. \n\n👨🔬 Dmitrii Rudenko \"Introduction to the Kaggle competition 'HMS - Harmful Brain Activity Classification (https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification)'\" \n⌚️Friday, 2 February, 18.00 (CET, Paris time) \n\n\n[Add to Google Calendar](https://calendar.google.com/calendar/render?action=TEMPLATE&dates=20240202T170000Z%2F20240202T183000Z&details=https%3A%2F%2Fwww.kaggle.com%2Fcompetitions%2Fopen-problems-single-cell-perturbations%2Fdiscussion%2F461113&text=%20%22Introduction%20to%20the%20Kaggle%20competition%20%27HMS%20-%20Harmful%20Brain%20Activity%20Classification%20%28https%3A%2F%2Fwww.kaggle.com%2Fcompetitions%2Fhms-harmful-brain-activity-classification%29%27%22%20). (Talk will be in English).\n\nAbstract:\n\nThe goal of the competition is to use the EEG data of patients to recognize when their brains are not working correctly. There are two modalities available in this competition: spectrograms of work and raw signals, which can also be used to teach neural networks. The data itself is 26 gb, which is also not a small amount.\nThe markup of such snapshots of brain work requires expensive training of specialists and their hard work, so if we manage to solve the problem well, the throughput of specialists will grow. In the dataset, excerpts of each image were shown to multiple experts, and each expert voted on the type of abnormal activity.\n\nFour types:\n1. seizure (SZ)\n2. generalized periodic discharges (GPD) и lateralized periodic discharges (LPD)\n3. ateralized rhythmic delta activity (LRDA) и generalized rhythmic delta activity (GRDA)\n4. Else\n\nMetric - KL-divergence. Kernel-only challenge.\n\n-------\n\nVideo record will be here: https://www.youtube.com/playlist?list=PL1GnA8S_asBANHU95kOPOPEh3moPm5uhw\n\nReporter's telegram channel on Kaggle and data science: https://t.me/pseudolabeling", "votes": null }, { "id": "2631496", "postDate": "02/01/2024 19:19:28", "content": "Oh, that's me!
", "rawMarkdown": "Oh, that's me!", "votes": null }, { "id": "2632650", "postDate": "02/02/2024 14:20:32", "content": "Are you going to post the Zoom link here 5 minutes before the start, and can people participating on Zoom ask questions?
", "rawMarkdown": "Are you going to post the Zoom link here 5 minutes before the start, and can people participating on Zoom ask questions?", "votes": null }, { "id": "2632788", "postDate": "02/02/2024 16:26:50", "content": "Yes, exactly !
\nPeople can participate and ask questions, comments, suggestions, whatever
\nWe are quite informal
Nice, I will participate
", "rawMarkdown": "Nice, I will participate", "votes": null }, { "id": "2632850", "postDate": "02/02/2024 16:56:40", "content": "Zoom: https://us02web.zoom.us/j/88694147106?pwd=b0U0TkpOSjBYeVY0WFB5Z2VBcGdVUT09
", "rawMarkdown": "Zoom: https://us02web.zoom.us/j/88694147106?pwd=b0U0TkpOSjBYeVY0WFB5Z2VBcGdVUT09", "votes": null }, { "id": "2632903", "postDate": "02/02/2024 17:37:30", "content": "That external data might be of some use
\nArslan Gabdulkhakov 6:35 PM
\nopenneuro
\nhttps://openneuro.org/
\nPS
\nArslan Gabdulkhakov made a PhD on that topic he shared some of his experience during the session.
\nAlso he suggest to look on his notebooks:
\nPosts suggested by Arlan
\nArslan Gabdulkhakov to Everyone 6:41 PM
\nhttps://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/467129
\nhttps://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/466768
\nArslan Gabdulkhakov 6:59 PM
\nhttps://academy.neuromatch.io/courses
\nand its free :)
I guess video record on youtube is hidden now. When it will be available?
", "rawMarkdown": "I guess video record on youtube is hidden now. When it will be available?", "votes": null }, { "id": "2635125", "postDate": "02/04/2024 07:17:54", "content": "Video record on youtube not available now. It will be available?
", "rawMarkdown": "Video record on youtube not available now. It will be available?", "votes": null }, { "id": "2635209", "postDate": "02/04/2024 08:04:17", "content": "📹 Video: https://youtu.be/4Ey8viSAj_o
\n👨🔬 Dmitrii Rudenko \"Introduction to the Kaggle competition 'HMS - Harmful Brain Activity Classification (https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification)'\"
\n⌚️Friday, 2 February, 18.00 (CET, Paris time)
It is available now.
\nPlease tell me if there is any problem with link or whatever.
Oh, that's me!
", "votes": null, "replies": [] }, { "id": 2632650, "author_name": "rafaelzimmermann1", "author_url": "", "post_date": "02/02/2024 14:20:32", "content": "Are you going to post the Zoom link here 5 minutes before the start, and can people participating on Zoom ask questions?
", "votes": null, "replies": [ { "id": 2632788, "author_name": "alexandervc", "author_url": "", "post_date": "02/02/2024 16:26:50", "content": "Yes, exactly !
\nPeople can participate and ask questions, comments, suggestions, whatever
\nWe are quite informal
Nice, I will participate
", "votes": null, "replies": [] } ] } ] }, { "id": 2632850, "author_name": "alexandervc", "author_url": "", "post_date": "02/02/2024 16:56:40", "content": "Zoom: https://us02web.zoom.us/j/88694147106?pwd=b0U0TkpOSjBYeVY0WFB5Z2VBcGdVUT09
", "votes": null, "replies": [] }, { "id": 2632903, "author_name": "alexandervc", "author_url": "", "post_date": "02/02/2024 17:37:30", "content": "That external data might be of some use
\nArslan Gabdulkhakov 6:35 PM
\nopenneuro
\nhttps://openneuro.org/
\nPS
\nArslan Gabdulkhakov made a PhD on that topic he shared some of his experience during the session.
\nAlso he suggest to look on his notebooks:
\nPosts suggested by Arlan
\nArslan Gabdulkhakov to Everyone 6:41 PM
\nhttps://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/467129
\nhttps://www.kaggle.com/competitions/hms-harmful-brain-activity-classification/discussion/466768
\nArslan Gabdulkhakov 6:59 PM
\nhttps://academy.neuromatch.io/courses
\nand its free :)
I guess video record on youtube is hidden now. When it will be available?
", "votes": null, "replies": [] }, { "id": 2635125, "author_name": "igorbarskii", "author_url": "", "post_date": "02/04/2024 07:17:54", "content": "Video record on youtube not available now. It will be available?
", "votes": null, "replies": [ { "id": 2635313, "author_name": "alexandervc", "author_url": "", "post_date": "02/04/2024 10:06:53", "content": "It is available now.
\nPlease tell me if there is any problem with link or whatever.
📹 Video: https://youtu.be/4Ey8viSAj_o
\n👨🔬 Dmitrii Rudenko \"Introduction to the Kaggle competition 'HMS - Harmful Brain Activity Classification (https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification)'\"
\n⌚️Friday, 2 February, 18.00 (CET, Paris time)