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rohit-kundu / ensemble-pneumonia-detection Goto Github PK

Based on our paper "Pneumonia Detection from Chest X-ray Images using a Novel Weighted Average Ensemble Model" published in Nature- PlosOne

License: MIT License

Python 100.00%

deep-learning ensemble-learning image-classification pneumonia-detection

ensemble-pneumonia-detection's Introduction

Welcome to my GitHub Space!

💬 I am Rohit Kundu (he/him/his), a Doctor of Philosophy (Ph.D.) student at the Video Computing Group in the University of California, Riverside, USA working under the supervision of Prof. Amit K. Roy-Chowdhury. I work on low-supervision Deep Learning mainly for Vision-Language applications.

💬 In June 2022, I completed my Bachelors of Engineering (B.E.) degree from Jadavpur University, India, majoring in Electrical Engineering.

💬 Check out my Google Scholar profile for a complete list of my publications.

💬 ResearchGate | ORCiD

💬 For more details, visit my personal homepage: https://rohit-kundu.github.io/

⚡ News: ⚡

1 paper accepted at ICASSP 2023: Paper Link
1 paper accepted at WACV 2023: Paper Link
1 paper accepted at CVPR 2022: Paper Link

Reach Me:

rkundu [at] engr [dot] ucr [dot] edu (Preferred)
Twitter
LinkedIn

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jaeha9399 muhanned virender2000

ensemble-pneumonia-detection's Issues

train_labels question

I have some doubts that this code is to store train_labels.csv but use testloader data here

f = open(data_dir+"/train_labels.csv",'w+',newline = '')
writer = csv.writer(f)
for i,data in enumerate(testloader):
  _, labels = data
  sample_fname, _ = testloader.dataset.samples[i]
  sample = sample_fname.split('/')[-1]
  lab = labels.tolist()[0]
  writer.writerow([sample,lab])
f.close()

how you finds heatmaps? no code for it

Hello, Thanks for this code and the paper. I am searching for finding code for the heatmap you create but it's simple code that can only predict and find prob- etc. Any update to add a final version of the code?

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