Hrithwik Shalu

26 papers C 1Journal 25

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Evolutionary Strategies Enable Systematic and Reliable Uncertainty Quantification: A Proof-of-Concept Pilot Study on Resting-State Functional MRI Language Lateralization. J. Imaging Inform. Medicine Joseph N. Stember, Katharine Dishner, Mehrnaz Jenabi, Luca Pasquini, Kyung K. Peck, Atin Saha, Akash Shah, Bernard O'malley, Ahmet Turan Ilica, Lori Kelly, Julio Arevalo-Perez, Vaios Hatzoglou, Andrei I. Holodny, Hrithwik Shalu
2024	J	`jnl`	Evolutionary Strategies AI Addresses Multiple Technical Challenges in Deep Learning Deployment: Proof-of-Principle Demonstration for Neuroblastoma Brain Metastasis Detection. J. Imaging Inform. Medicine Subhanik Purkayastha, Hrithwik Shalu, David Gutman, Andrei I. Holodny, Shakeel Modak, Ellen Basu, Brian Kushner, Kim Kramer, Sofia Haque, Joseph N. Stember
2024	J	`jnl`	Kinematics Modeling of Peroxy Free Radicals: A Deep Reinforcement Learning Approach. CoRR Subhadarsi Nayak, Hrithwik Shalu, Joseph N. Stember
2024	J	`jnl`	Uncertainty Quantification in Detecting Choroidal Metastases on MRI via Evolutionary Strategies. CoRR Bala McRae-Posani, Andrei I. Holodny, Hrithwik Shalu, Joseph N. Stember
2023	J	`jnl`	Direct Evaluation of Treatment Response in Brain Metastatic Disease with Deep Neuroevolution. J. Digit. Imaging Joseph N. Stember, Robert J. Young, Hrithwik Shalu
2022	J	`jnl`	Deep Reinforcement Learning with Automated Label Extraction from Clinical Reports Accurately Classifies 3D MRI Brain Volumes. J. Digit. Imaging Joseph N. Stember, Hrithwik Shalu
2022	J	`jnl`	Deep neuroevolution for limited, heterogeneous data: proof-of-concept application to Neuroblastoma brain metastasis using a small virtual pooled image collection. CoRR Subhanik Purkayastha, Hrithwik Shalu, David Gutman, Shakeel Modak, Ellen Basu, Brian Kushner, Kim Kramer, Sofia Haque, Joseph N. Stember
2022	J	`jnl`	Deep neuroevolution to predict primary brain tumor grade from functional MRI adjacency matrices. CoRR Joseph N. Stember, Mehrnaz Jenabi, Luca Pasquini, Kyung K. Peck, Andrei I. Holodny, Hrithwik Shalu
2022	J	`jnl`	Deep reinforcement learning for fMRI prediction of Autism Spectrum Disorder. CoRR Joseph N. Stember, Danielle M. Stember, Luca Pasquini, Mehrnaz Jenabi, Andrei I. Holodny, Hrithwik Shalu
2022	J	`jnl`	Direct evaluation of progression or regression of disease burden in brain metastatic disease with Deep Neuroevolution. CoRR Joseph N. Stember, Robert Young, Hrithwik Shalu
2022	J	`jnl`	Reinforcement learning using Deep Q networks and Q learning accurately localizes brain tumors on MRI with very small training sets. BMC Medical Imaging Joseph N. Stember, Hrithwik Shalu
2021	J	`jnl`	Deep Neural Network Based Differential Equation Solver for HIV Enzyme Kinetics. CoRR Joseph N. Stember, Parvathy Jayan, Hrithwik Shalu
2021	J	`jnl`	Deep Neuroevolution Squeezes More out of Small Neural Networks and Small Training Sets: Sample Application to MRI Brain Sequence Classification. CoRR Joseph N. Stember, Hrithwik Shalu
2021	J	`jnl`	Deep reinforcement learning with automated label extraction from clinical reports accurately classifies 3D MRI brain volumes. CoRR Joseph N. Stember, Hrithwik Shalu
2021	J	`jnl`	Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images. CoRR Joseph N. Stember, Hrithwik Shalu
2021	C	`conf`	EMRs with Blockchain: A Distributed Democratised Electronic Medical Record Sharing Platform. ICBC Parthit Patel, Saptarshi Majumder, Sanket Shevkar, Hrithwik Shalu
2021	J	`jnl`	Efficient Feature Representations for Cricket Data Analysis using Deep Learning based Multi-Modal Fusion Model. CoRR Souridas Alaka, Rishikesh Sreekumar, Hrithwik Shalu
2020	J	`jnl`	A Data-Efficient Deep Learning Based Smartphone Application For Detection Of Pulmonary Diseases Using Chest X-rays. CoRR Hrithwik Shalu, Harikrishnan P, Akash Das, Megdut Mandal, Harshavardhan M. Sali, Juned Kadiwala
2020	J	`jnl`	A Novel Sentiment Analysis Engine for Preliminary Depression Status Estimation on Social Media. CoRR Sudhir Kumar Suman, Hrithwik Shalu, Lakshya A. Agrawal, Archit Agrawal, Juned Kadiwala
2020	J	`jnl`	A smartphone based multi input workflow for non-invasive estimation of haemoglobin levels using machine learning techniques. CoRR Sarah, S. Sidhartha Narayan, Irfaan Arif, Hrithwik Shalu, Juned Kadiwala
2020	J	`jnl`	Deep reinforcement learning to detect brain lesions on MRI: a proof-of-concept application of reinforcement learning to medical images. CoRR Joseph N. Stember, Hrithwik Shalu
2020	J	`jnl`	Depression Status Estimation by Deep Learning based Hybrid Multi-Modal Fusion Model. CoRR Hrithwik Shalu, Harikrishnan P, Hari Sankar CN, Akash Das, Saptarshi Majumder, Arnhav Datar, Subin Mathew MS, Anugyan Das, Juned Kadiwala
2020	J	`jnl`	EMRs with Blockchain : A distributed democratised Electronic Medical Record sharing platform. CoRR Sanket Shevkar, Parthit Patel, Saptarshi Majumder, Harshita Singh, Kshitijaa Jaglan, Hrithwik Shalu
2020	J	`jnl`	Multi-Modal Detection of Alzheimer's Disease from Speech and Text. CoRR Amish Mittal, Sourav Sahoo, Arnhav Datar, Juned Kadiwala, Hrithwik Shalu, Jimson Mathew
2020	J	`jnl`	Reinforcement learning using Deep Q Networks and Q learning accurately localizes brain tumors on MRI with very small training sets. CoRR Joseph N. Stember, Hrithwik Shalu
2020	J	`jnl`	Unsupervised deep clustering and reinforcement learning can accurately segment MRI brain tumors with very small training sets. CoRR Joseph N. Stember, Hrithwik Shalu