All Stories

  1. Trans-omics Gene-Smoking Interactions: A New Framework for Stratifying Smoking-Related Lung Cancer Risk

    Article • American Review of Respiratory Disease, February 2026, Oxford University Press (OUP)

    Ghulam Rasool

  2. Learning the Phenotype of Medical Hallucinations

    Article • October 2025, Springer Science + Business Media

    Ghulam Rasool

  3. SUPER-Net: Trustworthy Image Segmentation via Uncertainty Propagation in Encoder-Decoder Networks

    Article • Pattern Recognition, September 2025, Elsevier

    Ghulam Rasool

  4. Self-Normalizing Multi-Omics Neural Network for Pan-Cancer Prognostication

    Article • International Journal of Molecular Sciences, July 2025, MDPI AG

    Ghulam Rasool

  5. Privacy-preserving Federated Learning and Uncertainty Quantification in Medical Imaging

    Article • Radiology Artificial Intelligence, July 2025, Radiological Society of North America (RSNA)

    Ghulam Rasool

  6. HONeYBEE: Enabling Scalable Multimodal AI in Oncology Through Foundation Model-Driven Embeddings

    Article • April 2025, Cold Spring Harbor Laboratory Press

    Ghulam Rasool

  7. Improving Radiology Report Conciseness and Structure via Local Large Language Models

    Article • Journal of Imaging Informatics in Medicine, April 2025, Springer Science + Business Media

    Ghulam Rasool

  8. IntActEval: A Continuous Framework for Quantitatively Evaluating Faithfulness of Feature Visualization Methods

    Article • IEEE Access, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  9. Experimental Design Optimization for Brain Microstructure Imaging via Automatic Differentiation

    Article • December 2024, Cold Spring Harbor Laboratory Press

    Ghulam Rasool

  10. Multimodal data integration for oncology in the era of deep neural networks: a review

    Article • Frontiers in Artificial Intelligence, July 2024, Frontiers

    Ghulam Rasool

  11. Building Flexible, Scalable, and Machine Learning-Ready Multimodal Oncology Datasets

    Article • Sensors, March 2024, MDPI AG

    Ghulam Rasool

  12. Digital pathology and multimodal learning on oncology data

    Article • BJR|Artificial Intelligence, January 2024, Oxford University Press (OUP)

    Ghulam Rasool

  13. Brain-Inspired Continual Learning: Robust Feature Distillation and Re-Consolidation for Class Incremental Learning

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  14. Efficient Scaling of Bayesian Neural Networks

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  15. Efficient Scopeformer: Toward Scalable and Rich Feature Extraction for Intracranial Hemorrhage Detection

    Article • IEEE Access, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  16. EvalAttAI: A Holistic Approach to Evaluating Attribution Maps in Robust and Non-Robust Models

    Article • IEEE Access, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  17. TRustworthy Uncertainty Propagation for Sequential Time-Series Analysis in RNNs

    Article • IEEE Transactions on Knowledge and Data Engineering, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  18. Vision Transformer and Language Model Based Radiology Report Generation

    Article • IEEE Access, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  19. Exploring robust architectures for deep artificial neural networks

    Article • Communications Engineering, December 2022, Springer Science + Business Media

    Ghulam Rasool

  20. Failure Detection in Deep Neural Networks for Medical Imaging

    Article • Frontiers in Medical Technology, July 2022, Frontiers

    Ghulam Rasool

  21. Robust Explainability: A tutorial on gradient-based attribution methods for deep neural networks

    Article • IEEE Signal Processing Magazine, July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  22. Brain Tumor Segmentation and Surveillance with Deep Artificial Neural Networks

    Article • January 2021, Springer Science + Business Media

    Ghulam Rasool

  23. PremiUm-CNN: Propagating Uncertainty Towards Robust Convolutional Neural Networks

    Article • IEEE Transactions on Signal Processing, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  24. Robust Learning via Ensemble Density Propagation in Deep Neural Networks

    Article • September 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  25. Bayes-SAR Net: Robust SAR Image Classification with Uncertainty Estimation Using Bayesian Convolutional Neural Network

    Article • April 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  26. Extended Variational Inference for Propagating Uncertainty in Convolutional Neural Networks

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  27. Inception Modules Enhance Brain Tumor Segmentation

    Article • Frontiers in Computational Neuroscience, July 2019, Frontiers

    Ghulam Rasool

  28. Constrained Particle Filtering for Movement Identification in Forearm Prosthesis

    Article • Signal Processing, March 2019, Elsevier

    Ghulam Rasool

  29. Hand Movement Discrimination Using Particle Filters

    Article • December 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  30. Shear Waves Reveal Viscoelastic Changes in Skeletal Muscles After Hemispheric Stroke

    Article • IEEE Transactions on Neural Systems and Rehabilitation Engineering, October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  31. Spatial Analysis of Multichannel Surface EMG in Hemiplegic Stroke

    Article • IEEE Transactions on Neural Systems and Rehabilitation Engineering, October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  32. Altered viscoelastic properties of stroke-affected muscles estimated using ultrasound shear waves — Preliminary data

    Article • August 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  33. Using surface electromyography to detect changes in innervation zones pattern after human cervical spinal cord injury

    Article • August 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  34. Real-Time Task Discrimination for Myoelectric Control Employing Task-Specific Muscle Synergies

    Article • IEEE Transactions on Neural Systems and Rehabilitation Engineering, January 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  35. A three-dimensional bin-packing model: exact multicriteria solution and computational complexity

    Article • Annals of Operations Research, November 2015, Springer Science + Business Media

    Ghulam Rasool

  36. Spatial analysis of muscular activations in stroke survivors

    Article • August 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  37. Surface myoelectric signal classification using the AR-GARCH model

    Article • Biomedical Signal Processing and Control, September 2014, Elsevier

    Ghulam Rasool

  38. Neural drive estimation using the hypothesis of muscle synergies and the state-constrained Kalman filter

    Article • November 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  39. Inference of time-varying gene networks using constrained and smoothed Kalman filtering

    Article • December 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  40. Myoelectric activity detection during a Sit-to-Stand movement using threshold methods

    Article • Computers & Mathematics with Applications, September 2012, Elsevier

    Ghulam Rasool

  41. Inference of genetic regulatory networks using regularized likelihood with covariance estimation

    Article • August 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  42. Muscle activity detection from myoelectric signals based on the AR-GARCH model

    Article • August 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  43. Fuzzy biomechanical sit-to-stand movement with physiological feedback latencies

    Article • October 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool

  44. Biomechanical sit-to-stand movement with physiological feedback latencies

    Article • August 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Ghulam Rasool