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@vkola-lab Kolachalama laboratory

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    27 repositories

    • vkola-lab-docs

      Public
      Knowledge base for the Kolachalama lab
      TeX
      •
      MIT License
      •3•1•1•0•Updated Nov 21, 2024Nov 21, 2024

    • ML4H

      Public
      Machine learning for healthcare (ML4H)
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Nov 17, 2024Nov 17, 2024

    • vkola-lab.github.io

      Public
      Kolachalama laboratory
      SCSS
      •75•1•0•0•Updated Nov 4, 2024Nov 4, 2024

    • PodGPT

      Public
      PodGPT: A multilingual audio-augmented large language model for research and education
      Python
      •
      GNU Affero General Public License v3.0
      •1•27•0•0•Updated Oct 30, 2024Oct 30, 2024

    • nmed2024

      Public
      AI-based differential diagnosis of dementia etiologies on multimodal data
      Python
      •
      GNU Affero General Public License v3.0
      •9•59•2•0•Updated Sep 10, 2024Sep 10, 2024

    • kir2024

      Public
      A web-based tool for real-time adequacy assessment of kidney biopsies
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Aug 31, 2024Aug 31, 2024

    • DREAMER

      Public
      DREAMER: Data REAdiness for MachinE learning Research
      Python
      •
      MIT License
      •3•0•1•0•Updated Aug 23, 2024Aug 23, 2024

    • jad2024

      Public
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Jul 17, 2024Jul 17, 2024

    • access2024

      Public
      Adversarial learning for MRI reconstruction and classification of cognitively impaired individuals
      Python
      •
      MIT License
      •0•2•0•0•Updated Jul 8, 2024Jul 8, 2024

    • tmi2022

      Public
      A graph-transformer for whole slide image classification
      Python
      •
      MIT License
      •35•153•2•0•Updated Jun 17, 2024Jun 17, 2024

    • ajpa2024

      Public
      Graph perceiver network for lung tumor and premalignant lesion stratification from histopathology
      Jupyter Notebook
      •1•1•0•0•Updated Jun 5, 2024Jun 5, 2024

    • unaah

      Public
      U-Net-and-a-half
      Python
      •
      MIT License
      •0•2•1•0•Updated Jun 4, 2024Jun 4, 2024

    • hbm2024

      Public
      Disease-driven domain generalization for neuroimaging-based assessment of Alzheimer's disease
      Python
      •
      MIT License
      •1•4•0•0•Updated Jun 4, 2024Jun 4, 2024

    • tmi2024

      Public
      Graph attention-based fusion of pathology images and gene expression for prediction of cancer survival
      Python
      •
      MIT License
      •2•10•3•0•Updated Apr 10, 2024Apr 10, 2024

    • jad2023

      Public
      Fusion of low-level descriptors of digital voice recordings for dementia assessment
      Python
      •
      MIT License
      •0•1•0•0•Updated Mar 16, 2024Mar 16, 2024

    • skra2024

      Public
      Survival analysis on subchondral bone length for total knee replacement
      Jupyter Notebook
      •0•1•0•0•Updated Feb 23, 2024Feb 23, 2024

    • iscience2023

      Public
      Deep learning for risk-based stratification of cognitively impaired individuals
      Python
      •
      Other
      •2•1•0•0•Updated Aug 3, 2023Aug 3, 2023

    • brain2020

      Public
      Development and validation of an interpretable deep learning framework for Alzheimer's disease classification
      Python
      •
      MIT License
      •53•159•3•0•Updated Jul 11, 2023Jul 11, 2023

    • azrt2021

      Public
      Detection of dementia on voice recordings using deep learning: a Framingham Heart Study
      Python
      •
      MIT License
      •4•8•0•4•Updated Jul 6, 2023Jul 6, 2023

    • ncomms2022

      Public
      Multimodal deep learning for Alzheimer's disease dementia assessment
      Python
      •
      MIT License
      •25•95•2•0•Updated May 6, 2023May 6, 2023

    • peds2019

      Public
      Quantifying the nativeness of antibody sequences using long short-term memory networks
      Python
      •
      MIT License
      •7•16•1•0•Updated Dec 17, 2021Dec 17, 2021

    • azrt2020

      Public
      Enhancing magnetic resonance imaging driven Alzheimer’s disease classification performance using generative adversarial learning
      Python
      •
      MIT License
      •11•19•0•0•Updated Dec 16, 2021Dec 16, 2021

    • multi-GPU

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated Dec 14, 2021Dec 14, 2021

    • ajpa2021

      Public
      Deep learning driven quantification of interstitial fibrosis in kidney biopsies
      Python
      •
      MIT License
      •0•3•0•0•Updated Oct 22, 2021Oct 22, 2021

    • ar2021

      Public
      Subchondral bone length in knee osteoarthritis: A deep learning driven imaging measure and its association with radiographic and clinical outcomes
      Python
      •
      MIT License
      •2•1•0•0•Updated May 25, 2021May 25, 2021

    • er2020

      Public
      Assessment of knee pain from MR imaging using a convolutional Siamese network
      Python
      •
      MIT License
      •3•4•0•0•Updated May 20, 2021May 20, 2021

    • python_speech_features_cuda

      Public
      This is a re-implementation of "Python Speech Features" that offers up to hundreds of times performance boost on CUDA enabled GPUs.
      Python
      •
      MIT License
      •0•7•0•0•Updated Apr 28, 2021Apr 28, 2021