Applications of Deep Learning and Reinforcement Learning to Biological Data

10 November 2017

Amir Hussain

Papers citing "Applications of Deep Learning and Reinforcement Learning to Biological Data"

50 / 72 papers shown

Title
Optimizing Job Allocation using Reinforcement Learning with Graph Neural Networks Lars C.P.M. Quaedvlieg 56 0 0 31 Jan 2025
YOLOv8-ResCBAM: YOLOv8 Based on An Effective Attention Module for Pediatric Wrist Fracture Detection Rui-Yang Ju Chun-Tse Chien Jen-Shiun Chiang 22 2 0 27 Sep 2024
A Survey for Deep Reinforcement Learning Based Network Intrusion Detection Wanrong Yang Alberto Acuto Yihang Zhou Dominik Wojtczak OffRL 31 2 0 25 Sep 2024
Constructing Ancestral Recombination Graphs through Reinforcement Learning Mélanie Raymond Marie-Hélène Descary Cédric Beaulac Fabrice Larribe 20 1 0 17 Jun 2024
Progress and Opportunities of Foundation Models in Bioinformatics Qing Li Zhihang Hu Yixuan Wang Lei Li Yimin Fan Irwin King Le Song Yu-Hu Li AI4CE 35 9 0 06 Feb 2024
SAFE: Saliency-Aware Counterfactual Explanations for DNN-based Automated Driving Systems Amir Samadi A. Shirian K. Koufos Kurt Debattista M. Dianati AAML FAtt LRM 11 8 0 28 Jul 2023
Exploring the Landscape of Ubiquitous In-home Health Monitoring: A Comprehensive Survey Farhad Pourpanah Ali Etemad 16 2 0 22 Jun 2023
Traffic Prediction using Artificial Intelligence: Review of Recent Advances and Emerging Opportunities Maryam Shaygan Collin Meese Wanxin Li Xiaoliang (George) Zhao Mark M. Nejad 22 108 0 31 May 2023
Counterfactual Explainer Framework for Deep Reinforcement Learning Models Using Policy Distillation Amir Samadi K. Koufos Kurt Debattista M. Dianati OffRL 22 3 0 25 May 2023
Machine Learning for Uncovering Biological Insights in Spatial Transcriptomics Data Alex J. Lee R. Cahill R. Abbasi-Asl 13 2 0 29 Mar 2023
Probabilistic Attention based on Gaussian Processes for Deep Multiple Instance Learning Arne Schmidt Pablo Morales-Álvarez Rafael Molina 16 13 0 08 Feb 2023
Improving the Timing Resolution of Positron Emission Tomography Detectors Using Boosted Learning -- A Residual Physics Approach S. Naunheim Y. Kuhl D. Schug V. Schulz F. Mueller OOD 19 10 0 03 Feb 2023
Deep Reinforcement Learning for Online Error Detection in Cyber-Physical Systems Seyyedamirhossein Saeidi Forouzan Fallah Saeed Samieezafarghandi Hamed Farbeh OffRL 16 0 0 03 Feb 2023
Automated Gadget Discovery in Science Lea M. Trenkwalder Andrea López-Incera Hendrik Poulsen Nautrup Fulvio Flamini H. Briegel 11 3 0 24 Dec 2022
Introduction to Machine Learning for Physicians: A Survival Guide for Data Deluge Ricards Marcinkevics Ece Ozkan Julia E. Vogt OOD LM&MA FedML 21 2 0 23 Dec 2022
Actively Learning Costly Reward Functions for Reinforcement Learning André Eberhard Houssam Metni G. Fahland A. Stroh Pascal Friederich OffRL 19 0 0 23 Nov 2022
Machine learning in bioprocess development: From promise to practice L. M. Helleckes J. Hemmerich W. Wiechert E. Lieres A. Grünberger 21 47 0 04 Oct 2022
Offline Reinforcement Learning with Differentiable Function Approximation is Provably Efficient Ming Yin Mengdi Wang Yu-Xiang Wang OffRL 64 11 0 03 Oct 2022
Mean Field Games on Weighted and Directed Graphs via Colored Digraphons Christian Fabian Kai Cui Heinz Koeppl AI4CE 49 3 0 08 Sep 2022
PCA: Semi-supervised Segmentation with Patch Confidence Adversarial Training Zihang Xu Zhenghua Xu Shuo Zhang Thomas Lukasiewicz 21 3 0 24 Jul 2022
Multistep Automated Data Labelling Procedure (MADLaP) for Thyroid Nodules on Ultrasound: An Artificial Intelligence Approach for Automating Image Annotation Jikai Zhang Maciej Mazurowski B. Allen B. Wildman-Tobriner 31 6 0 28 Jun 2022
Predicting the Need for Blood Transfusion in Intensive Care Units with Reinforcement Learning Yuqing Wang Yun Zhao Linda R. Petzold OffRL 19 5 0 26 Jun 2022
BackLink: Supervised Local Training with Backward Links Wenzhe Guo M. Fouda A. Eltawil K. Salama 16 2 0 14 May 2022
Transformers Meet Visual Learning Understanding: A Comprehensive Review Yuting Yang Licheng Jiao Xuantong Liu F. Liu Shuyuan Yang Zhixi Feng Xu Tang ViT MedIm 22 28 0 24 Mar 2022
NFANet: A Novel Method for Weakly Supervised Water Extraction from High-Resolution Remote Sensing Imagery Ming Lu Leyuan Fang Muxing Li Bob Zhang Yi Zhang Pedram Ghamisi 24 30 0 10 Jan 2022
Brain Signals Analysis Based Deep Learning Methods: Recent advances in the study of non-invasive brain signals Almabrok E. Essa H. Kotte 13 7 0 30 Dec 2021
Efficient Training of Spiking Neural Networks with Temporally-Truncated Local Backpropagation through Time Wenzhe Guo M. Fouda A. Eltawil K. Salama 16 12 0 13 Dec 2021
A Benchmark for Low-Switching-Cost Reinforcement Learning Shusheng Xu Yancheng Liang Yunfei Li S. Du Yi Wu OffRL 14 0 0 13 Dec 2021
Two-stage Deep Stacked Autoencoder with Shallow Learning for Network Intrusion Detection System N. Fathima Akshara Pramod Yash Srivastava Anusha Maria Thomas S. Ibrahim Chandran S P 11 0 0 03 Dec 2021
Cooperative Deep $Q$ -learning Framework for Environments Providing Image Feedback Krishnan Raghavan Vignesh Narayanan S. Jagannathan VLM OffRL 26 1 0 28 Oct 2021
Towards Multi-Agent Reinforcement Learning using Quantum Boltzmann Machines Tobias Müller Christoph Roch Kyrill Schmid Philipp Altmann AI4CE 27 6 0 22 Sep 2021
Reinforcement Learning for Intelligent Healthcare Systems: A Comprehensive Survey A. Abdellatif N. Mhaisen Z. Chkirbene Amr M. Mohamed A. Erbad M. Guizani OffRL AI4TS 15 21 0 05 Aug 2021
An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works A. Shoeibi Parisa Moridian Marjane Khodatars Navid Ghassemi M. Jafari ... Juan M Gorriz Javier Ramírez Abbas Khosravi S. Nahavandi U. Acharya 16 49 0 29 May 2021
A Semi-Supervised Classification Method of Apicomplexan Parasites and Host Cell Using Contrastive Learning Strategy Yanni Ren Hangyu Deng Hao Jiang Jinglu Hu 13 2 0 14 Apr 2021
Design and implementation of an environment for Learning to Run a Power Network (L2RPN) Marvin Lerousseau 27 6 0 06 Apr 2021
A Portable, Self-Contained Neuroprosthetic Hand with Deep Learning-Based Finger Control A. Nguyen Markus W. Drealan Diu Khue Luu Ming Jiang Jian Xu Jonathan Cheng Qi Zhao E. Keefer Zhi-Xin Yang 25 26 0 24 Mar 2021
Conceptual Text Region Network: Cognition-Inspired Accurate Scene Text Detection Chenwei Cui L. Lu Zhiyuan Tan Amir Hussain 14 5 0 16 Mar 2021
Parametrized quantum policies for reinforcement learning Sofiene Jerbi Casper Gyurik Simon Marshall H. Briegel Vedran Dunjko 28 101 0 09 Mar 2021
A Dual-Memory Architecture for Reinforcement Learning on Neuromorphic Platforms W. Olin-Ammentorp Yury Sokolov M. Bazhenov OffRL 11 3 0 05 Mar 2021
Ensemble Bootstrapping for Q-Learning Oren Peer Chen Tessler Nadav Merlis Ron Meir 11 42 0 28 Feb 2021
Provable Model-based Nonlinear Bandit and Reinforcement Learning: Shelve Optimism, Embrace Virtual Curvature Kefan Dong Jiaqi Yang Tengyu Ma 19 32 0 08 Feb 2021
Continuous Deep Q-Learning with Simulator for Stabilization of Uncertain Discrete-Time Systems Junya Ikemoto T. Ushio OffRL 14 5 0 13 Jan 2021
A Provably Efficient Algorithm for Linear Markov Decision Process with Low Switching Cost Minbo Gao Tianle Xie S. Du Lin F. Yang 20 45 0 02 Jan 2021
Artificial Intelligence in the Battle against Coronavirus (COVID-19): A Survey and Future Research Directions Thanh Thi Nguyen Quoc Viet Hung Nguyen Dung Tien Nguyen Samuel Yang Peter W. Eklund Thien Huynh-The Thanh Tam Nguyen Quoc-Viet Pham Imran Razzak Edbert B. Hsu 20 191 0 30 Jul 2020
Complex Robotic Manipulation via Graph-Based Hindsight Goal Generation Zhenshan Bing Matthias Brucker F. O. Morin Kai-Qi Huang Alois C. Knoll 13 27 0 27 Jul 2020
A Reinforcement Learning Approach for Transient Control of Liquid Rocket Engines Günther Waxenegger-Wilfing Kai Dresia J. Deeken M. Oschwald 11 17 0 19 Jun 2020
Toward Tag-free Aspect Based Sentiment Analysis: A Multiple Attention Network Approach Yao Qiang X. Li D. Zhu 18 15 0 22 Mar 2020
Deep Learning in Mining Biological Data M. S. M. Mahmud M. S. Kaiser Amir Hussain AI4CE 20 286 0 28 Feb 2020
3D Aggregated Faster R-CNN for General Lesion Detection Ning Zhang Yu Cao Benyuan Liu Yan Luo MedIm 8 8 0 29 Jan 2020
EEG-based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and their Applications Xiaotong Gu Zehong Cao A. Jolfaei Peng Xu Dongrui Wu T. Jung Chin-Teng Lin 15 230 0 28 Jan 2020