Manolis Kellis
Manolis Kellis
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Video

NTUA seminar Fireside Chat Manolis Kellis
zhlédnutí 1,4KPřed 7 měsíci
On the occasion of MIT Prof. Manolis Kellis receiving the Argo Award by the President of the Hellenic Republic, the National Technical University of Athens (NTUA, or Metsobio Polytechnio, often referred to as the MIT of Greece) invited Manolis for a short lecture and fireside chat on AI, Genomic Medicine, and Innovation, hosted by Prof. Leonidas Alexopoulos and Vassilis Papakonstantinou Outline...
Manolis Kellis Keynote Address at Annual Epigenomics Canada meeting
zhlédnutí 2,3KPřed rokem
ceehrc.ca/2021/speakers/
Manolis Kellis - Darwin Lecture - University of Crete (Oct 4, 2021)
zhlédnutí 4,1KPřed 2 lety
Slides: www.dropbox.com/s/8o5r8iytl7wvvec/703_Crete_DarwinMonday_ManolisKellis.pdf?dl=0 Lectures/seminars: compbio.mit.edu/videos.html Bookmarks: 0:00 Greek Intro 7:42 English start 7:55 From Ancient Greece to Darwin, Mendel, Today (Background) 16:00 Genomics to Mechanism Challenges (Challenge) 18:38 Genetics, RNA/Epigenomics, Integration, Validation (Approach) 24:14 FTO Circuitry dissection an...
Deep Learning and Neuroscience - Lecture 23 - Deep Learning in Life Sciences (Spring 2021)
zhlédnutí 3,6KPřed 3 lety
MIT 6.874/6.802/20.390/20.490/HST.506 Spring 2021 Prof. Manolis Kellis Deep Learning in the Life Sciences / Computational Systems Biology Playlist: czcams.com/play/PLypiXJdtIca5sxV7aE3-PS9fYX3vUdIOX.html Latest slides and course today: compbio.mit.edu/6874 Spring 2021 slides and materials: mit6874.github.io/
Electronic health records - Lecture 22 - Deep Learning in Life Sciences (Spring 2021)
zhlédnutí 2,7KPřed 3 lety
MIT 6.874/6.802/20.390/20.490/HST.506 Spring 2021 Prof. Manolis Kellis Deep Learning in the Life Sciences / Computational Systems Biology Guest lecture: Rahul Krishnan Playlist: czcams.com/play/PLypiXJdtIca5sxV7aE3-PS9fYX3vUdIOX.html Latest slides and course today: compbio.mit.edu/6874 Spring 2021 slides and materials: mit6874.github.io/ 0:00 ML in healthcare 3:47 Disease registries 7:25 Modeli...
Deep Learning Image Registration and Analysis - Lecture 21 - MIT ML in Life Sciences (Spring 2021)
zhlédnutí 12KPřed 3 lety
MIT 6.874/6.802/20.390/20.490/HST.506 Spring 2021 Prof. Manolis Kellis Deep Learning in the Life Sciences / Computational Systems Biology Guest lecturers: Adrian Dalca, Ahmed Kedir Mohammed Playlist: czcams.com/play/PLypiXJdtIca5sxV7aE3-PS9fYX3vUdIOX.html Latest slides and course today: compbio.mit.edu/6874 Spring 2021 slides and materials: mit6874.github.io/ 0:00 Medical images 1:55 Registrati...
Deep Learning for Cell Imaging Segmentation - Lecture 20 - MIT ML in Life Sciences (Spring 2021)
zhlédnutí 7KPřed 3 lety
MIT 6.874/6.802/20.390/20.490/HST.506 Spring 2021 Prof. Manolis Kellis Deep Learning in the Life Sciences / Computational Systems Biology Guest lecture: Juan Caicedo Playlist: czcams.com/play/PLypiXJdtIca5sxV7aE3-PS9fYX3vUdIOX.html Latest slides and course today: compbio.mit.edu/6874 Spring 2021 slides and materials: mit6874.github.io/ 0:00 Image-based cell phenotyping 7:38 Cell segmentation 10...
Machine Learning for Pathology - Lecture 19 - MIT Deep Learning in the Life Sciences (Spring 2021)
zhlédnutí 4,7KPřed 3 lety
MIT 6.874/6.802/20.390/20.490/HST.506 Spring 2021 Prof. Manolis Kellis Deep Learning in the Life Sciences / Computational Systems Biology Guest Lecturers: Anant Madabhushi and Bree Aldridge Playlist: czcams.com/play/PLypiXJdtIca5sxV7aE3-PS9fYX3vUdIOX.html Latest slides and course today: compbio.mit.edu/6874 Spring 2021 slides and materials: mit6874.github.io/ 0:00 Computational pathology for pr...
Deep Learning for Protein Folding - Lecture 17 - MIT Deep Learning in Life Sciences (Spring 2021)
zhlédnutí 11KPřed 3 lety
MIT 6.874/6.802/20.390/20.490/HST.506 Spring 2021 Prof. Manolis Kellis Guest lecturers: Bruno Correia, Jinbo Xu, Mohammed AlQuraishi Deep Learning in the Life Sciences / Computational Systems Biology Playlist: czcams.com/play/PLypiXJdtIca5sxV7aE3-PS9fYX3vUdIOX.html Latest slides and course today: compbio.mit.edu/6874 Spring 2021 slides and materials: mit6874.github.io/ 0:00 Introduction 8:12 Pr...
AI for Drug Design - Lecture 16 - Deep Learning in the Life Sciences (Spring 2021)
zhlédnutí 55KPřed 3 lety
MIT 6.874/6.802/20.390/20.490/HST.506 Spring 2021 Prof. Manolis Kellis Guest lecture: Wengong Jin Deep Learning in the Life Sciences / Computational Systems Biology Playlist: czcams.com/play/PLypiXJdtIca5sxV7aE3-PS9fYX3vUdIOX.html Latest slides and course today: compbio.mit.edu/6874 Spring 2021 slides and materials: mit6874.github.io/ 0:00 Introduction 1:16 Drug discovery 3:57 Computational dru...
Graph Neural Networks - Lecture 15 - Learning in Life Sciences (Spring 2021)
zhlédnutí 7KPřed 3 lety
MIT 6.874/6.802/20.390/20.490/HST.506 Spring 2021 Prof. Manolis Kellis Guest lecturers: Neil Band, Maria Brbic / Jure Leskovec Deep Learning in the Life Sciences / Computational Systems Biology Playlist: czcams.com/play/PLypiXJdtIca5sxV7aE3-PS9fYX3vUdIOX.html Latest slides and course today: compbio.mit.edu/6874 Spring 2021 slides and materials: mit6874.github.io/ 0:00 Course overview 5:12 Graph...
Systems Genetics - Lecture 14 - Deep Learning in Life Sciences (Spring 2021)
zhlédnutí 2,8KPřed 3 lety
MIT 6.874/6.802/20.390/20.490/HST.506 Spring 2021 Prof. Manolis Kellis Deep Learning in the Life Sciences / Computational Systems Biology Playlist: czcams.com/play/PLypiXJdtIca5sxV7aE3-PS9fYX3vUdIOX.html Latest slides and course today: compbio.mit.edu/6874 Spring 2021 slides and materials: mit6874.github.io/ 00:00 Review 04:30 Linear mixed models 13:10 Heritability 16:02 Defining hg2 20:21 Stra...
Disease Circuitry Dissection GWAS - Lecture 12 - Deep Learning in Life Science (Spring 2021)
zhlédnutí 3,8KPřed 3 lety
MIT 6.874/6.802/20.390/20.490/HST.506 Spring 2021 Prof. Manolis Kellis Deep Learning in the Life Sciences / Computational Systems Biology Playlist: czcams.com/play/PLypiXJdtIca5sxV7aE3-PS9fYX3vUdIOX.html Latest slides and course today: compbio.mit.edu/6874 Spring 2021 slides and materials: mit6874.github.io/ 00:00 Introduction 02:54 Inheritance 12:54 Genetic variation 19:15 Common and rare vari...
GWAS mechanism - Lecture 13 - Deep Learning in Life Sciences (Spring 2021)
zhlédnutí 3,3KPřed 3 lety
MIT 6.874/6.802/20.390/20.490/HST.506 Spring 2021 Prof. Manolis Kellis Deep Learning in the Life Sciences / Computational Systems Biology Playlist: czcams.com/play/PLypiXJdtIca5sxV7aE3-PS9fYX3vUdIOX.html Latest slides and course today: compbio.mit.edu/6874 Spring 2021 slides and materials: mit6874.github.io/ 00:00 Overview 01:40 GWAS review 04:00 Global enrichment analyses 14:27 Using enrichmen...
Dimensionality Reduction - Lecture 11 - Deep Learning in Life Sciences (Spring 2021)
zhlédnutí 3,4KPřed 3 lety
Dimensionality Reduction - Lecture 11 - Deep Learning in Life Sciences (Spring 2021)
Manolis Kellis at Athens Science Festival 2021 - Dissecting Disease Circuitry
zhlédnutí 985Před 3 lety
Manolis Kellis at Athens Science Festival 2021 - Dissecting Disease Circuitry
Single Cell Genomics - Lecture 10 - Deep Learning in Life Sciences (Spring 2021)
zhlédnutí 12KPřed 3 lety
Single Cell Genomics - Lecture 10 - Deep Learning in Life Sciences (Spring 2021)
Gene Expression Prediction - Lecture 09 - Deep Learning in Life Sciences (Spring 2021)
zhlédnutí 8KPřed 3 lety
Gene Expression Prediction - Lecture 09 - Deep Learning in Life Sciences (Spring 2021)
Regulatory Genomics - Deep Learning in Life Sciences - Lecture 07 (Spring 2021)
zhlédnutí 9KPřed 3 lety
Regulatory Genomics - Deep Learning in Life Sciences - Lecture 07 (Spring 2021)
Deep Learning for Regulatory Genomics - Regulator binding, Transcription Factors TFs
zhlédnutí 6KPřed 3 lety
Deep Learning for Regulatory Genomics - Regulator binding, Transcription Factors TFs
2020 10 14 11 04 Wed11am Drexel University SARS CoV 2 Manolis Kellis
zhlédnutí 254Před 3 lety
2020 10 14 11 04 Wed11am Drexel University SARS CoV 2 Manolis Kellis
CSHL COVID SARS CoV 2 Comparative Genomics Manolis Kellis Talk
zhlédnutí 445Před 3 lety
CSHL COVID SARS CoV 2 Comparative Genomics Manolis Kellis Talk
Manolis Kellis NatureReviewsGenetics Variants2Function EpigenomeDisease
zhlédnutí 614Před 3 lety
Manolis Kellis NatureReviewsGenetics Variants2Function EpigenomeDisease
ENCODE AWG KellisLab GWAS scRNA scATAC Linking Spatial
zhlédnutí 748Před 3 lety
ENCODE AWG KellisLab GWAS scRNA scATAC Linking Spatial
MIT CompBio Lecture 03 - Hashing BLAST Database Search (Fall'19)
zhlédnutí 4KPřed 3 lety
MIT CompBio Lecture 03 - Hashing BLAST Database Search (Fall'19)
Turning 100 Symposium - Looking forward, Looking back
zhlédnutí 1,1KPřed 3 lety
Turning 100 Symposium - Looking forward, Looking back
Generative Models, Adversarial Networks GANs, Variational Autoencoders VAEs, Representation Learning
zhlédnutí 5KPřed 3 lety
Generative Models, Adversarial Networks GANs, Variational Autoencoders VAEs, Representation Learning
Interpretable Deep Learning - Deep Learning in Life Sciences - Lecture 05 (Spring 2021)
zhlédnutí 8KPřed 3 lety
Interpretable Deep Learning - Deep Learning in Life Sciences - Lecture 05 (Spring 2021)
CNNs Convolutional Neural Networks - Deep Learning in Life Sciences - Lecture 03 (Spring 2021)
zhlédnutí 9KPřed 3 lety
CNNs Convolutional Neural Networks - Deep Learning in Life Sciences - Lecture 03 (Spring 2021)