Deep Learning with PyTorch for Medical Image Analysis (download torrent)

Deep Learning with PyTorch for Medical Image Analysis

Type:: Other > Other
Files:: 92
Size:: 3.64 GiB (3910375078 Bytes)

Uploaded:: 2022-01-02 10:15:22 GMT
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Deep Learning with PyTorch for Medical Image Analysis

Learn how to use Pytorch-Lightning to solve real world medical imaging tasks! 

Udemy Link - https://www.udemy.com/course/deep-learning-with-pytorch-for-medical-image-analysis/

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1. Introduction/1. COURSE OVERVIEW LECTURE - PLEASE DO NOT SKIP!.mp4	34.41 MiB
1. Introduction/1.1 Complete Course Material.html	143 B
1. Introduction/2. Installation and Environment Setup.mp4	99.12 MiB
1. Introduction/2.1 Environment file.html	143 B
1. Introduction/3. Course Curriculum.mp4	7.09 MiB
10. Atrium-Segmentation/1. 01-Introduction.mp4	47.79 MiB
10. Atrium-Segmentation/2. Preprocessing-01-Visualization.mp4	47.15 MiB
10. Atrium-Segmentation/3. Preprocessing-02-Processing.mp4	43.54 MiB
10. Atrium-Segmentation/4. Dataset-01-Dataset-Creation.mp4	40.42 MiB
10. Atrium-Segmentation/5. Dataset-02-Dataset-Validation.mp4	24.49 MiB
10. Atrium-Segmentation/6. UNet.mp4	64.46 MiB
10. Atrium-Segmentation/7. Train-01-Data-Loading-and-Loss.mp4	29.55 MiB
10. Atrium-Segmentation/8. Train-02-Model-Creation.mp4	50.65 MiB
10. Atrium-Segmentation/9. Train-03-Evaluation.mp4	63.43 MiB
10. Atrium-Segmentation/GetFreeCourses.Co.url	116 B
10. Atrium-Segmentation/How you can help GetFreeCourses.Co.txt	182 B
11. Capstone-Project Lung Tumor Segmentation/1. Introduction.mp4	23.18 MiB
11. Capstone-Project Lung Tumor Segmentation/2. Overview.mp4	6.75 MiB
11. Capstone-Project Lung Tumor Segmentation/3. Oversampling.mp4	27.08 MiB
11. Capstone-Project Lung Tumor Segmentation/4. Discussion.mp4	27.08 MiB
12. 3D Liver and Liver Tumor Segmentation/1. Introduction.mp4	27.07 MiB
12. 3D Liver and Liver Tumor Segmentation/2. Data-Visualization.mp4	31.57 MiB
12. 3D Liver and Liver Tumor Segmentation/3. Model.mp4	26.26 MiB
12. 3D Liver and Liver Tumor Segmentation/4. Train-01-TorchIO-Dataset.mp4	59.83 MiB
12. 3D Liver and Liver Tumor Segmentation/5. Train-02-Model-Creation.mp4	35.78 MiB
12. 3D Liver and Liver Tumor Segmentation/6. Train-03-Evaluation.mp4	43.12 MiB
2. Crash Course NumPy/1. Introduction to NumPy.mp4	11.28 MiB
2. Crash Course NumPy/2. NumPy Arrays.mp4	50.81 MiB
2. Crash Course NumPy/3. NumPy Arrays Part Two.mp4	46.56 MiB
2. Crash Course NumPy/4. NumPy Index Selection.mp4	46.26 MiB
2. Crash Course NumPy/5. NumPy Operations.mp4	33.28 MiB
2. Crash Course NumPy/6. NumPy Exercises.mp4	11.54 MiB
2. Crash Course NumPy/7. NumPy Exercise - Solutions.mp4	48.56 MiB
3. Machine Learning Concepts Overview/1. What is Machine Learning.mp4	19.96 MiB
3. Machine Learning Concepts Overview/2. Supervised Learning.mp4	39.91 MiB
3. Machine Learning Concepts Overview/3. Overfitting.mp4	26.17 MiB
3. Machine Learning Concepts Overview/4. Evaluating Performance - Classification Error Metrics.mp4	82.45 MiB
3. Machine Learning Concepts Overview/5. Evaluating Performance - Regression Error Metrics.mp4	23.59 MiB
4. PyTorch Basics/1. PyTorch Basics Introduction.mp4	14.31 MiB
4. PyTorch Basics/2. Tensor Basics.mp4	35.17 MiB
4. PyTorch Basics/3. Tensor Basics-Part Two.mp4	66.82 MiB
4. PyTorch Basics/4. Tensor Operations.mp4	58.63 MiB
4. PyTorch Basics/5. Tensor Operations-Part Two.mp4	28.16 MiB
4. PyTorch Basics/6. PyTorch Basics - Exercise.mp4	15.19 MiB
4. PyTorch Basics/7. PyTorch Basics - Exercise Solutions.mp4	29.83 MiB
4. PyTorch Basics/GetFreeCourses.Co.url	116 B
4. PyTorch Basics/How you can help GetFreeCourses.Co.txt	182 B
5. CNN - Convolutional Neural Networks/1. Introduction to CNNs.mp4	4.64 MiB
5. CNN - Convolutional Neural Networks/10. MNIST Data Revisited.mp4	9.19 MiB
5. CNN - Convolutional Neural Networks/11. MNIST with CNN - Code Along - Part One.mp4	101.93 MiB
5. CNN - Convolutional Neural Networks/12. MNIST with CNN - Code Along - Part Two.mp4	87.52 MiB
5. CNN - Convolutional Neural Networks/13. MNIST with CNN - Code Along - Part Three.mp4	46.95 MiB
5. CNN - Convolutional Neural Networks/14. Why do we need GPUs.mp4	93 MiB
5. CNN - Convolutional Neural Networks/15. Using GPUs for PyTorch.mp4	96.5 MiB
5. CNN - Convolutional Neural Networks/2. Understanding the MNIST data set.mp4	14.38 MiB
5. CNN - Convolutional Neural Networks/3. ANN with MNIST - Part One - Data.mp4	97.88 MiB
5. CNN - Convolutional Neural Networks/4. ANN with MNIST - Part Two - Creating the Network.mp4	52.54 MiB
5. CNN - Convolutional Neural Networks/5. ANN with MNIST - Part Three - Training.mp4	78.16 MiB
5. CNN - Convolutional Neural Networks/6. ANN with MNIST - Part Four - Evaluation.mp4	50.19 MiB
5. CNN - Convolutional Neural Networks/7. Image Filters and Kernels.mp4	72.33 MiB
5. CNN - Convolutional Neural Networks/8. Convolutional Layers.mp4	57.99 MiB
5. CNN - Convolutional Neural Networks/9. Pooling Layers.mp4	27.64 MiB
6. Medical Imaging - A short Introduction/1. Introduction.mp4	23.71 MiB
6. Medical Imaging - A short Introduction/2. X-RAY.mp4	15.59 MiB
6. Medical Imaging - A short Introduction/3. CT.mp4	27.12 MiB
6. Medical Imaging - A short Introduction/4. MRI.mp4	17.98 MiB
6. Medical Imaging - A short Introduction/5. PET.mp4	14.16 MiB
7. Data Formats in Medical Imaging/1. Introduction.mp4	4.59 MiB
7. Data Formats in Medical Imaging/2. DICOM.mp4	20.05 MiB
7. Data Formats in Medical Imaging/3. DICOM-in-Python.mp4	89.01 MiB
7. Data Formats in Medical Imaging/4. NIfTI.mp4	1 MiB
7. Data Formats in Medical Imaging/5. NIfTI-in-Python.mp4	40.59 MiB
7. Data Formats in Medical Imaging/6. Preprocessing.mp4	65.06 MiB
7. Data Formats in Medical Imaging/7. Preprocessing-in-Python-Part-1.mp4	60.21 MiB
7. Data Formats in Medical Imaging/8. Preprocessing-in-Python-Part-2.mp4	60.32 MiB
8. Pneumonia-Classification/1. Introduction.mp4	55.37 MiB
8. Pneumonia-Classification/2. Preprocessing.mp4	86 MiB
8. Pneumonia-Classification/3. Train-01-Data-Loading.mp4	69.81 MiB
8. Pneumonia-Classification/4. Train-02-Model-Creation.mp4	82.82 MiB
8. Pneumonia-Classification/5. Train-03-Trainer.mp4	20.72 MiB
8. Pneumonia-Classification/6. Train-04-Evaluation.mp4	60.36 MiB
8. Pneumonia-Classification/7. Interpretability.mp4	122.13 MiB
9. Cardiac-Detection/1. 01-Introduction.mp4	27.14 MiB
9. Cardiac-Detection/2. 02-Preprocessing.mp4	66.85 MiB
9. Cardiac-Detection/3. 03-Dataset-Part-1.mp4	57.35 MiB
9. Cardiac-Detection/4. 04-Dataset-Part-2.mp4	32.34 MiB
9. Cardiac-Detection/5. Train-01-Data-Loading.mp4	22.54 MiB
9. Cardiac-Detection/6. Train-02-Model-Creation.mp4	95.7 MiB
9. Cardiac-Detection/7. Train-03-Evaluation.mp4	42.57 MiB
Download Paid Udemy Courses For Free.url	116 B
GetFreeCourses.Co.url	116 B
How you can help GetFreeCourses.Co.txt	182 B

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