Prerak Mody – Medium

Prerak Mody

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Prerak Mody
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Towards Data Science

Deep Learning Models for Organ Segmentation in the Head And Neck Region

Using CT Images from the MICCAI 2015 — Head and Neck Auto Segmentation challenge

Jan 26, 2021

Deep Learning Models for Organ Segmentation in the Head And Neck Region

Jan 26, 2021

Prerak Mody

Great post!

Made a github gist (https://gist.github.com/prerakmody/1b6f349db1634846303fac27060805cc) that visualizes your Inception network using…

Jun 15, 2021

Jun 15, 2021

Prerak Mody
in
Towards Data Science

Custom Training Loops for Medical Image Segmentation in Tensorflow 2.x

Leveraging the tf.function decorator to reduce time and memory requirements in custom tensorflow loops.

Dec 31, 2020

Custom Training Loops for Medical Image Segmentation in Tensorflow 2.x

Dec 31, 2020

Prerak Mody
in
Towards Data Science

Profiling in Tensorflow 2.x

Using Tensorflow’s profiler to evaluate if using the tf.data.Dataset API and tf.function decorator helps to reduce time and memory demands.

Dec 29, 2020

Profiling in Tensorflow 2.x

Dec 29, 2020

Prerak Mody
in
Towards Data Science

Medical Image Dataloaders in TensorFlow 2.x

Efficient extraction of medical image subvolumes for a head and neck segmentation dataset

Dec 26, 2020

Medical Image Dataloaders in TensorFlow 2.x

Dec 26, 2020

Prerak Mody

Loss Functions for Computer Vision Models

Widely used loss functions for deep learning models, with a focus on semantic segmentation

Dec 25, 2020

Loss Functions for Computer Vision Models

Dec 25, 2020

Prerak Mody

MicroDicom — A quick DICOM Viewer

Medical imaging equipment captures data in the DICOM format. MicroDicom is a free application that lets you load and view such images.

Nov 5, 2020

MicroDicom — A quick DICOM Viewer

Nov 5, 2020

Prerak Mody
in
HackerNoon.com

Semantic Segmentation Datasets for Autonomous Driving

An understanding of open data sets for urban semantic segmentation shall help one understand how to proceed while training models for…

Mar 29, 2018

Semantic Segmentation Datasets for Autonomous Driving

Mar 29, 2018

Prerak Mody

Prerak Mody

I'm a PhD Candidate at Leiden University Medical Centre. My research focuses on using deep learning for contour propagation of Organs at Risk in CT images.

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