Search Results - "Shalu, Hrithwik" :: K.UTB vyhledávací portál | TBU Library Retrieval Portal

Deep neuroevolution to predict astrocytoma grade from functional brain networks

Deep neuroevolution to predict astrocytoma grade from functional brain networks

by Stember, Joseph, Jenabi, Mehrnaz, Pasquini, Luca, Peck, Kyung, Holodny, Andrei, Shalu, Hrithwik
Published in 2023 5th International Conference on Intelligent Medicine and Image Processing (IMIP) (01.03.2023)

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Conference Proceeding

Deep Reinforcement Learning with Automated Label Extraction from Clinical Reports Accurately Classifies 3D MRI Brain Volumes

Deep Reinforcement Learning with Automated Label Extraction from Clinical Reports Accurately Classifies 3D MRI Brain Volumes

by Stember, Joseph Nathaniel, Shalu, Hrithwik
Published in Journal of digital imaging (01.10.2022)

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Journal Article

Direct Evaluation of Treatment Response in Brain Metastatic Disease with Deep Neuroevolution

Direct Evaluation of Treatment Response in Brain Metastatic Disease with Deep Neuroevolution

by Stember, Joseph N, Young, Robert J, Shalu, Hrithwik
Published in Journal of digital imaging (01.04.2023)

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Journal Article

Evolutionary Strategies AI Addresses Multiple Technical Challenges in Deep Learning Deployment: Proof-of-Principle Demonstration for Neuroblastoma Brain Metastasis Detection

Evolutionary Strategies AI Addresses Multiple Technical Challenges in Deep Learning Deployment: Proof-of-Principle Demonstration for Neuroblastoma Brain Metastasis Detection

by Purkayastha, Subhanik, Shalu, Hrithwik, Gutman, David, Holodny, Andrei, Modak, Shakeel, Basu, Ellen, Kushner, Brian, Kramer, Kim, Haque, Sofia, Stember, Joseph N
Published in Journal of imaging informatics in medicine (17.06.2024)

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Journal Article

Evolutionary Strategies Enable Systematic and Reliable Uncertainty Quantification: A Proof-of-Concept Pilot Study on Resting-State Functional MRI Language Lateralization

Evolutionary Strategies Enable Systematic and Reliable Uncertainty Quantification: A Proof-of-Concept Pilot Study on Resting-State Functional MRI Language Lateralization

by Stember, Joseph N, Dishner, Katharine, Jenabi, Mehrnaz, Pasquini, Luca, K Peck, Kyung, Saha, Atin, Shah, Akash, O'Malley, Bernard, Ilica, Ahmet Turan, Kelly, Lori, Arevalo-Perez, Julio, Hatzoglou, Vaios, Holodny, Andrei, Shalu, Hrithwik
Published in Journal of imaging informatics in medicine (09.07.2024)

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Journal Article

EMRs with Blockchain: A Distributed Democratised Electronic Medical Record Sharing Platform

EMRs with Blockchain: A Distributed Democratised Electronic Medical Record Sharing Platform

by Patel, Parthit, Majumder, Saptarshi, Shevkar, Sanket, Shalu, Hrithwik
Published in Blockchain - ICBC 2021 (2022)

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Book Chapter

Deep reinforcement learning with automated label extraction from clinical reports accurately classifies 3D MRI brain volumes

Deep reinforcement learning with automated label extraction from clinical reports accurately classifies 3D MRI brain volumes

by Stember, Joseph, Shalu, Hrithwik
Year of Publication 17.06.2021

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Journal Article

Kinematics Modeling of Peroxy Free Radicals: A Deep Reinforcement Learning Approach

Kinematics Modeling of Peroxy Free Radicals: A Deep Reinforcement Learning Approach

by Nayak, Subhadarsi, Shalu, Hrithwik, Stember, Joseph
Year of Publication 12.04.2024

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Journal Article

Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images

Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images

by Stember, Joseph, Shalu, Hrithwik
Year of Publication 04.02.2021

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Journal Article

Unsupervised deep clustering and reinforcement learning can accurately segment MRI brain tumors with very small training sets

Unsupervised deep clustering and reinforcement learning can accurately segment MRI brain tumors with very small training sets

by Stember, Joseph, Shalu, Hrithwik
Year of Publication 24.12.2020

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Journal Article

Deep reinforcement learning to detect brain lesions on MRI: a proof-of-concept application of reinforcement learning to medical images

Deep reinforcement learning to detect brain lesions on MRI: a proof-of-concept application of reinforcement learning to medical images

by Stember, Joseph, Shalu, Hrithwik
Year of Publication 06.08.2020

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Journal Article

Deep Neuroevolution Squeezes More out of Small Neural Networks and Small Training Sets: Sample Application to MRI Brain Sequence Classification

Deep Neuroevolution Squeezes More out of Small Neural Networks and Small Training Sets: Sample Application to MRI Brain Sequence Classification

by Stember, Joseph N, Shalu, Hrithwik
Year of Publication 24.12.2021

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Journal Article

Uncertainty Quantification in Detecting Choroidal Metastases on MRI via Evolutionary Strategies

Uncertainty Quantification in Detecting Choroidal Metastases on MRI via Evolutionary Strategies

by McRae-Posani, Bala, Holodny, Andrei, Shalu, Hrithwik, Stember, Joseph N
Year of Publication 12.04.2024

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Journal Article

APPLICATIONS OF DEEP NEUROEVOLUTION ON MODELS FOR EVALUATING BIOMEDICAL IMAGES AND DATA

APPLICATIONS OF DEEP NEUROEVOLUTION ON MODELS FOR EVALUATING BIOMEDICAL IMAGES AND DATA

by SHALU, Hrithwik, STEMBER, Joseph
Year of Publication 22.06.2023

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Patent

Reinforcement learning using Deep Q Networks and Q learning accurately localizes brain tumors on MRI with very small training sets

Reinforcement learning using Deep Q Networks and Q learning accurately localizes brain tumors on MRI with very small training sets

by Stember, Joseph N, Shalu, Hrithwik
Year of Publication 21.10.2020

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Journal Article

Direct evaluation of progression or regression of disease burden in brain metastatic disease with Deep Neuroevolution

Direct evaluation of progression or regression of disease burden in brain metastatic disease with Deep Neuroevolution

by Stember, Joseph, Young, Robert, Shalu, Hrithwik
Year of Publication 24.03.2022

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Journal Article

REINFORCEMENT LEARNING TO PERFORM LOCALIZATION, SEGMENTATION, AND CLASSIFICATION ON BIOMEDICAL IMAGES

REINFORCEMENT LEARNING TO PERFORM LOCALIZATION, SEGMENTATION, AND CLASSIFICATION ON BIOMEDICAL IMAGES

by STEMBER, Joseph N, SHALU, Hrithwik
Year of Publication 20.06.2024

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Patent

Efficient Feature Representations for Cricket Data Analysis using Deep Learning based Multi-Modal Fusion Model

Efficient Feature Representations for Cricket Data Analysis using Deep Learning based Multi-Modal Fusion Model

by Alaka, Souridas, Sreekumar, Rishikesh, Shalu, Hrithwik
Year of Publication 16.08.2021

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Journal Article

REINFORCEMENT LEARNING TO PERFORM LOCALIZATION, SEGMENTATION, AND CLASSIFICATION ON BIOMEDICAL IMAGES

REINFORCEMENT LEARNING TO PERFORM LOCALIZATION, SEGMENTATION, AND CLASSIFICATION ON BIOMEDICAL IMAGES

by Shalu, Hrithwik, Stember, Joseph N
Year of Publication 23.11.2023

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Patent

REINFORCEMENT LEARNING TO PERFORM LOCALIZATION, SEGMENTATION, AND CLASSIFICATION ON BIOMEDICAL IMAGES

REINFORCEMENT LEARNING TO PERFORM LOCALIZATION, SEGMENTATION, AND CLASSIFICATION ON BIOMEDICAL IMAGES

by STEMBER, Joseph N, SHALU, Hrithwik
Year of Publication 16.08.2023

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Patent