Foundation Models and Information Retrieval in Digital Pathology
Kimia Lab
Foundation Models and Information Retrieval in Digital Pathology
31:58
Image Search in Histopathology - The Past, Present, and the Path Forward
Kimia Lab
Image Search in Histopathology - The Past, Present, and the Path Forward
49:06
Learning or Searching in Digital Pathology
Kimia Lab
Learning or Searching in Digital Pathology
1:12:30
Kimia Lab - A Snapshot
Kimia Lab
Kimia Lab - A Snapshot
4:43
Matching Breast Biopsy Images to the Digital WHO Atlas
Kimia Lab
Matching Breast Biopsy Images to the Digital WHO Atlas
18:10
Pay Attention with Focus: A Novel Learning Scheme for Classification of Whole Slide Images
Kimia Lab
Pay Attention with Focus: A Novel Learning Scheme for Classification of Whole Slide Images
3:58
Digitizing Glass Slides to use AI for Computational Pathology
Kimia Lab
Digitizing Glass Slides to use AI for Computational Pathology
2:02
AI, Digital Pathology and Observer Variability: From Image Search to Building Diagnostic Consensus
Kimia Lab
AI, Digital Pathology and Observer Variability: From Image Search to Building Diagnostic Consensus
37:15
Artificial Intelligence in Medical Imaging
Kimia Lab
Artificial Intelligence in Medical Imaging
42:43
KimiaNet - Training a Histopathology Deep Network from Scratch
Kimia Lab
KimiaNet - Training a Histopathology Deep Network from Scratch
21:43
Recognizing Magnification Levels in Microscopic Snapshots - EMBC 2020
Kimia Lab
Recognizing Magnification Levels in Microscopic Snapshots - EMBC 2020
10:13
Supervision & Source Domain Impact on Representation Learning: A Histopathology Case Study -EMBC2020
Kimia Lab
Supervision & Source Domain Impact on Representation Learning: A Histopathology Case Study -EMBC2020
10:00
A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images - IJCNN 2020
Kimia Lab
A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images - IJCNN 2020
10:27
Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks - IJCNN 2020
Kimia Lab
Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks - IJCNN 2020
14:50
Representation Learning of Histopathology Images using Graph Neural Networks - CVPR 2020 CVMI
Kimia Lab
Representation Learning of Histopathology Images using Graph Neural Networks - CVPR 2020 CVMI
7:18
AI in Pathology - A Dell Technologies Video on Huron Digital Pathology and Kimia Lab
Kimia Lab
AI in Pathology - A Dell Technologies Video on Huron Digital Pathology and Kimia Lab
2:51
Image Search for Pan-Cancer Diagnostic Consensus - Dell Technologies Virtual HIMSS20 Webinar
Kimia Lab
Image Search for Pan-Cancer Diagnostic Consensus - Dell Technologies Virtual HIMSS20 Webinar
30:12
AI system more accurately identifies collapsed lungs using chest x-rays | CTV News
Kimia Lab
AI system more accurately identifies collapsed lungs using chest x-rays | CTV News
1:31
Can AI Agents be Ethical? (Ethics of Artificial intelligence in Medical Imaging)
Kimia Lab
Can AI Agents be Ethical? (Ethics of Artificial intelligence in Medical Imaging)
29:28
Introduction to Digital Pathology and AI Algorithms
Kimia Lab
Introduction to Digital Pathology and AI Algorithms
46:05
Machine Intelligence - Lecture 21 (Naive Bayes, Swarm Intelligence, Ant Colonies)
Kimia Lab
Machine Intelligence - Lecture 21 (Naive Bayes, Swarm Intelligence, Ant Colonies)
49:58
Machine Intelligence - Lecture 20 (Bayesian Learning, Bayes Theorem, Naive Bayes)
Kimia Lab
Machine Intelligence - Lecture 20 (Bayesian Learning, Bayes Theorem, Naive Bayes)
1:22:46
Machine Intelligence - Lecture 19 (Opposition-Based Learning, GAs, DE)
Kimia Lab
Machine Intelligence - Lecture 19 (Opposition-Based Learning, GAs, DE)
57:38
Machine Intelligence - Lecture 18 (Evolutionary Algorithms)
Kimia Lab
Machine Intelligence - Lecture 18 (Evolutionary Algorithms)
1:11:47
Machine Intelligence - Lecture 17 (Fuzzy Logic, Fuzzy Inference)
Kimia Lab
Machine Intelligence - Lecture 17 (Fuzzy Logic, Fuzzy Inference)
1:22:16
Machine Intelligence - Lecture 16 (Decision Trees)
Kimia Lab
Machine Intelligence - Lecture 16 (Decision Trees)
1:23:54
Machine Intelligence - Lecture 15 (Reinforcement Learning, Q-Learning)
Kimia Lab
Machine Intelligence - Lecture 15 (Reinforcement Learning, Q-Learning)
1:21:44
Machine Intelligence - Lecture 14 (Overfitting in Deep Learning, Reinforcement Learning)
Kimia Lab
Machine Intelligence - Lecture 14 (Overfitting in Deep Learning, Reinforcement Learning)
1:21:58
Image Search for Medical Imaging - Huron Digital Pathology
Kimia Lab
Image Search for Medical Imaging - Huron Digital Pathology
2:04
Machine Intelligence - Lecture 13 (Convolutional Neural Networks, CNNs)
Kimia Lab
Machine Intelligence - Lecture 13 (Convolutional Neural Networks, CNNs)
1:21:47
Machine Intelligence - Lecture 12 (Problems of Learning, RBMs, Autoencoders)
Kimia Lab
Machine Intelligence - Lecture 12 (Problems of Learning, RBMs, Autoencoders)
1:22:16
Machine Intelligence - Lecture 11 (Backpropagation, Topology, Overfitting, Autoencoders)
Kimia Lab
Machine Intelligence - Lecture 11 (Backpropagation, Topology, Overfitting, Autoencoders)
2:16:33
Machine Intelligence - Lecture 10 (Regression, Neurons, Perceptron, Learning)
Kimia Lab
Machine Intelligence - Lecture 10 (Regression, Neurons, Perceptron, Learning)
1:22:05
Machine Intelligence - Lecture 9 (Cluster Validity, Probability, Fuzzy Sets, FCM)
Kimia Lab
Machine Intelligence - Lecture 9 (Cluster Validity, Probability, Fuzzy Sets, FCM)
1:21:50
Machine Intelligence - Lecture 8 (SOM learning, Support Vector Machines)
Kimia Lab
Machine Intelligence - Lecture 8 (SOM learning, Support Vector Machines)
1:19:42
Machine Intelligence - Lecture 7 (Clustering, k-means, SOM)
Kimia Lab
Machine Intelligence - Lecture 7 (Clustering, k-means, SOM)
1:21:44
Machine Intelligence - Lecture 6 (Validation, Overfitting, Underfitting)
Kimia Lab
Machine Intelligence - Lecture 6 (Validation, Overfitting, Underfitting)
1:17:56
Machine Intelligence - Lecture 5 (Computer Vision, Features, Fisher Vector, VLAD)
Kimia Lab
Machine Intelligence - Lecture 5 (Computer Vision, Features, Fisher Vector, VLAD)
1:22:22
Machine Intelligence - Lecture 4 (LDA, t-SNE)
Kimia Lab
Machine Intelligence - Lecture 4 (LDA, t-SNE)
1:18:22
Machine Intelligence - Lecture 3 (PCA, AI and Data)
Kimia Lab
Machine Intelligence - Lecture 3 (PCA, AI and Data)
1:19:22
Machine Intelligence - Lecture 2 (Turing Test, Chinese Room, Generalization, PCA)
Kimia Lab
Machine Intelligence - Lecture 2 (Turing Test, Chinese Room, Generalization, PCA)
1:20:25
Machine Intelligence - Lecture 1 (methods, history, definitions, Turing Test)
Kimia Lab
Machine Intelligence - Lecture 1 (methods, history, definitions, Turing Test)
1:20:18
Artificial Intelligence - History, Opportunities & Challenges [Waterloo AI Institute Inaugural Talk]
Kimia Lab
Artificial Intelligence - History, Opportunities & Challenges [Waterloo AI Institute Inaugural Talk]
47:39
Ethics of Artificial Intelligence - Part 1 :: Machine Intelligence Course, Lecture 23
Kimia Lab
Ethics of Artificial Intelligence - Part 1 :: Machine Intelligence Course, Lecture 23
1:17:15
Ethics of Artificial Intelligence - Part 2 :: Machine Intelligence Course, Lecture 24
Kimia Lab
Ethics of Artificial Intelligence - Part 2 :: Machine Intelligence Course, Lecture 24
1:14:40
Medical Imaging: Pixels, Consensus and Learning
Kimia Lab
Medical Imaging: Pixels, Consensus and Learning
8:54
BIG Data, Medical Imaging and Machine Intelligence
Kimia Lab
BIG Data, Medical Imaging and Machine Intelligence
53:12
Automated Consensus Contouring - Reconcillio learns to generate consensus
Kimia Lab
Automated Consensus Contouring - Reconcillio learns to generate consensus
1:25
Segasist Cloud for Quality Assurance in Cancer Radiation Therapy
Kimia Lab
Segasist Cloud for Quality Assurance in Cancer Radiation Therapy
3:30
Auto-Contouring of Multiple Regions in Medical Images: Segasist's Fast Multi-Contouring
Kimia Lab
Auto-Contouring of Multiple Regions in Medical Images: Segasist's Fast Multi-Contouring
1:28
Prostate Segmentation: Segasist vs Manual Contouring
Kimia Lab
Prostate Segmentation: Segasist vs Manual Contouring
1:51
Segasist Technologies (Introduction) - Auto-Contouring Tools for Medical Images
Kimia Lab
Segasist Technologies (Introduction) - Auto-Contouring Tools for Medical Images
4:47
Segasist Intra-Patient Learning
Kimia Lab
Segasist Intra-Patient Learning
1:30
Segasist Editor
Kimia Lab
Segasist Editor
1:51
Contouring With Segasist (Part 2)
Kimia Lab
Contouring With Segasist (Part 2)
3:05
Simulation of Interactive Mode
Kimia Lab
Simulation of Interactive Mode
2:17
Contouring With Segasist (Part 1)
Kimia Lab
Contouring With Segasist (Part 1)
1:21
Training Segasist
Kimia Lab
Training Segasist
1:41
Setting Up Segasist
Kimia Lab
Setting Up Segasist
2:07