logo-polimi
Loading...
Degree programme
Programme Structure
Show/Search Programme
Degree Programme
Quantitative data
International context
Customized Schedule
Your customized time schedule has been disabled
Enable
Search
Search a Lecturer
Lecturer's activities
Search a Course
Search a Course (system prior D.M. n. 509)
Search Lessons taught in English
Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the lecturer, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information
LecturerDe Momi Elena
QualificationFull professor full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary GroupIBIO-01/A - Bioengineering
Curriculum VitaeDownload CV (224.91Kb - 07/01/2022)
OrcIDhttps://orcid.org/0000-0002-8819-2734

Contacts
Office hoursOffice hours is not available yet
E-mailelena.demomi@polimi.it
Personal websitehttp://www.nearlab.polimi.it

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2026 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Contributions on scientific books
Mechanical architectures and robotics in neurosurgery: Developments and applications (Show >>)
Conference proceedings
Adapting Foundation Models for Annotation-Efficient Adnexal Mass Segmentation in Cine Images (Show >>)
Assessing Subgroup Fairness in Clinical Missing Data Imputation: A Case Study Using MIMIC-IV (Show >>)
Assessing Utility-Leakage Trade-offs in Coreset Selection for Chest X-Ray Embeddings (Show >>)
Journal Articles
A dual-joint compliant architecture for precision control in robotic neuroendoscopy (Show >>)
Collaborative Control Framework of a Robotic Transesophageal Echocardiography System for Guiding Structural Heart Interventions (Show >>)
Enhancing accuracy and explainability in colorectal lesion classification with attention-supervised Vision Transformers (Show >>)
Features and circumstances of out-of-hospital cardiac arrests caught on camera: an analysis of publicly available online videos (Show >>)
Intelligent Framework for Human-Robot Collaboration: Dynamic Ergonomics and Adaptive Decision-Making (Show >>)
Large Language Model‐Driven Analysis and Report Generation of Endoscopy Videos—A Pilot Study (Show >>)
Learning-Based Adaptive Impedance Control Towards Safe Autonomous Transseptal Puncture (Show >>)
Learning-Based Hybrid Needle Tip Tracking and Visualization Framework for Robotic Ultrasound-Guided Interventions (Show >>)
Optimal Trajectory Planning for Human-like Energy Efficient Motion of Lower Limb Exoskeletons (Show >>)
STF: A Unified Framework for Joint Pixel-Level Segmentation and Tracking of Tissues in Endoscopic Surgery (Show >>)
SurgViVQA: temporally grounded video question answering for surgical scene understanding (Show >>)
Vessel Segmentation and 3D Reconstruction in Ultrasound Image Sequences Using Spatiotemporal Context Constraints and Mask Guidance (Show >>)
Vision Transformers for Preoperative CT-Based Prediction of Histopathologic Chemotherapy Response Score in High-Grade Serous Ovarian Carcinoma (Show >>)


List of publications and reserach products for the year 2025 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
179P Personalized artificial intelligence model for longitudinal prediction of long-term survival in advanced ovarian cancer (Show >>)
A New Compliant RCM Mechanism for Robotic Neuroendoscopy (Show >>)
A preliminary feasibility study on the usage of Vision Transformer for predicting tumor resectability in patients with ovarian cancer from diagnostic CT images (Show >>)
Characterization of Human Impedance in Teleoperated Transseptal Puncture (Show >>)
Development of an Augmented Reality-based Framework for Robot-assisted Medical Contact-Rich Tasks (Show >>)
From prediction to explanation: a counterfactual framework for platinum resistance in epithelial ovarian cancer (Show >>)
Integrating pose recognition and hand tracking for safe activation of a robotic scrub nurse (Show >>)
Towards Robot-assisted Remote Echography: Preliminary Results on Region-specified Trajectory Generation and Compliant Control (Show >>)
Patents
Add-On e metodi per la ricostruzione 3D monoculare assistita elettromagneticamente durante colonscopia (Show >>)
Conference proceedings
A Novel Strain-based Dynamic Left Ventricle Model for Surgical Planning and Training (Show >>)
A Situation-Aware Autonomous Camera Alignment for Enhanced Suturing in Robot-Assisted Minimally Invasive Surgery (Show >>)
Effect of a Lower Limb Soft Exoskeleton on Muscular Fatigue (Show >>)
Federated approach for glioblastoma radiogenomic methylation classification (Show >>)
Glioblastoma Overall Survival Prediction With Vision Transformers (Show >>)
Optimizing Exosuit Design Through Simulation: Impact of Anchor Points Positions on Metabolic Consumption (Show >>)
Physiological Measures of the Mental Workload in Users of a Lower Limb Exosuit: A Comparison of Subjective and Objective Metrics (Show >>)
Quality-Driven Adaptive Control Framework for Robotic Ultrasound Imaging of Vascular Anatomies (Show >>)
Towards autonomous robotic procedure for ultrasound-guided percutaneous cardiac interventions for mitral valve repair (Show >>)
UnReflectAnything: RGB-Only Highlight Removal by Rendering Synthetic Specular Supervision (Show >>)
Journal Articles
A Dataset and Benchmark for Robot-Assisted Radical Prostatectomy With Lymphadenectomy in Surgical Workflow Undertstanding (Show >>)
A Reinforcement Learning Approach to Non-Prehensile Manipulation Through Sliding (Show >>)
A Robotic System With Path Planning and Visual Guidance for Teleoperated Left Atrial Appendage Closure (Show >>)
A combined learning and optimization framework to transfer human whole-body loco-manipulation skills to mobile manipulators (Show >>)
Assisting Gait Stability in Walking Aid Users Exploiting Biomechanical Variables Correlation (Show >>)
Calibration and characterization of electromagnetic position and orientation trackers (Show >>)
Design and Hysteresis Compensation of a Telerobotic System for Transesophageal Echocardiography (Show >>)
Design, development, and validation of a non-backdrivable active ankle-foot orthosis for the TWIN lower-limb exoskeleton (Show >>)
EMG-Based Variable Impedance Control for Enhanced Haptic Feedback in Real-Time Material Recognition (Show >>)
Glioblastoma survival prediction through MRI and clinical data integration with transfer learning (Show >>)
High-intensity focused ultrasound (HIFU) modeling: in vitro validation and integration into patient-specific planning Tool (Show >>)
Human-Inspired Active Compliant and Passive Shared Control Framework for Robotic Contact-Rich Tasks in Medical Applications (Show >>)
Human-Robot Shared Control for Osteotomy Procedure (Show >>)
Imitation Learning for Path Planning in Cardiac Percutaneous Interventions (Show >>)
Impact of a Lower Limb Exosuit Anchor Points on Energetics and Biomechanics (Show >>)
Integrating radiomics and real-world data to predict immune checkpoint inhibitor efficacy in advanced non-small-cell lung cancer (Show >>)
Large language model for interpreting the Paris classification of colorectal polyps (Show >>)
Large language models for detecting colorectal polyps in endoscopic images (Show >>)
Model-Based Position Control of a Tendon-driven Variable-Length Continuum Robot for Minimally Invasive Mitral Valve Repair (Show >>)
PRO-MIND: Proximity and Reactivity Optimization of Robot Motion to Tune Safety Limits, Human Stress, and Productivity in Industrial Settings (Show >>)
Reactive Whole-body Locomotion-integrated Manipulation Based on Combined Learning and Optimization (Show >>)
SAF-IS: A spatial annotation free framework for instance segmentation of surgical tools (Show >>)
Self-Supervised Contrastive Embedding Adaptation for Endoscopic Image Matching (Show >>)
Visuo-Haptic Feedback and Extended Reality in Microinvasive Cardiac Surgery: A Next-Generation Simulator for Mitral Valve Repair (Show >>)


List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Rivista
ENHANCED MONOCULAR DEPTH ESTIMATION FROM MOTION IN COLONOSCOPY (Show >>)
Abstract in Atti di convegno
Advancing Focused Ultrasound surgery through Robotics, Simulation, and Augmented Reality: the FUtuRo project (Show >>)
Augmented reality 3D navigation system for evaluation of dose plan distribution in radiation therapy (Show >>)
Design of a Knob Actuator for Transesophageal Echocardiographic Probe (Show >>)
Enhancing Colonoscopy Interpretation with AI-Based Captioning (Show >>)
Mixed Reality in Cardiac Surgery: Towards a Training Simulator for Mitral Valve Repair Intervention (Show >>)
Conference proceedings
A Multipurpose Interface for Close- and Far-Proximity Control of Mobile Collaborative Robots (Show >>)
A Personalizable Controller for the Walking Assistive omNi-Directional Exo-Robot (WANDER) (Show >>)
An adaptable ankle trajectory generation method for lower-limb exoskeletons by means of safety constraints computation and minimum jerk planning (Show >>)
Augmented Reality Assisted Robotic Endovascular Surgery: A Pilot Study (Show >>)
Augmented Reality in Microinvasive Cardiac Surgery: Towards a Training Simulator for Mitral Valve Repair Intervention (Show >>)
DARES: Depth Anything in Robotic Endoscopic Surgery with Self-supervised Vector-LoRA of the Foundation Model (Show >>)
Deep learning-based tumor resectability prediction model in patients with ovarian cancer: a preliminary evaluation (Show >>)
Design and fabrication of a phantom head for robotic neurosurgery simulation (Show >>)
Exploring the Potential of Mixed Reality for Functional Assessment in Multiple Sclerosis (Show >>)
Implementation and Assessment of an Augmented Training Curriculum for Surgical Robotics (Show >>)
Mixed Reality Application for Treatment Planning in Radiotherapy (Show >>)
Performance-Driven Tasks with Adaptive Difficulty for Enhanced Surgical Robotics Training (Show >>)
Toward a framework integrating augmented reality and virtual fixtures for safer robot-assisted lymphadenectomy (Show >>)
Towards Robotic Transseptal Puncture: A Preliminary Study Investigating the Influence of Puncture Velocity in Minimally Invasive Cardiovascular Surgery (Show >>)
Journal Articles
A Reinforcement Learning Approach for Real-Time Articulated Surgical Instrument 3D Pose Reconstruction (Show >>)
A dual-instrument Kalman-based tracker to enhance robustness of microsurgical tools tracking (Show >>)
A review on machine learning in flexible surgical and interventional robots: Where we are and where we are going (Show >>)
Augmented Reality and Human-Robot Collaboration Framework for Percutaneous Nephrolithotomy: System Design, Implementation, and Performance Metrics (Show >>)
Comparative Analysis of Interactive Modalities for Intuitive Endovascular Interventions (Show >>)
Deformable Model-to-Image Registration Toward Augmented Reality-Guided Endovascular Interventions (Show >>)
Exploring the dynamics of user experience and interaction in XR-enhanced robotic surgery: a systematic review (Show >>)
Hybrid Tracking Module for Real-Time Tool Tracking for an Autonomous Exoscope (Show >>)
Learn from Safe Experience: Safe Reinforcement Learning for Task Automation of Surgical Robot (Show >>)
Learning-based keypoint registration for fetoscopic mosaicking (Show >>)
Optimization-Based Variable Impedance Control of Robotic Manipulator for Medical Contact Tasks (Show >>)
Path Tracking Control of a Steerable Catheter in Transcatheter Cardiology Interventions (Show >>)
Placental vessel segmentation and registration in fetoscopy: Literature review and MICCAI FetReg2021 challenge findings (Show >>)
Robotic systems for upper-limb rehabilitation in multiple sclerosis: a SWOT analysis and the synergies with virtual and augmented environments (Show >>)
Robust Path Planning via Learning from Demonstrations for Robotic Catheters in Deformable Environments (Show >>)
Spatio-temporal layers based intra-operative stereo depth estimation network via hierarchical prediction and progressive training (Show >>)
The effect of gravity on hand spatio-temporal kinematic features during functional movements (Show >>)
Toward human-out-of-the-loop endoscope navigation based on context awareness for enhanced autonomy in robotic surgery (Show >>)
Towards Safer Robot-Assisted Surgery: A Markerless Augmented Reality Framework (Show >>)
Using a Guidance Virtual Fixture on a Soft Robot to Improve Ureteroscopy Procedures in a Phantom (Show >>)


List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
3D Reconstruction and Segmentation in Laparoscopic Robotic Surgery (Show >>)
A Benchmark Study on Deep Learning Methods for Tool Detection in Microsurgery (Show >>)
Augmented Reality and Shared Control Framework for Robot-Assisted Percutaneous Nephrolithotomy (Show >>)
Design and Realisation of a Phantom Head for Robotic Neurosurgery Research (Show >>)
Fast path replanning in a dynamic environment in percutaneous cardiac interventions (Show >>)
Improving Brain Surgery: A Visual-Servoing Robotic Camera Control System for Enhanced Ergonomics (Show >>)
Optimization-Based Variable Impedance Control of Robotic Manipulator for Medical Scanning Task (Show >>)
Toward an Active Omnilateral Walking Support Robotic System (Show >>)
Conference proceedings
Augmented Reality-Assisted Robot Learning Framework for Minimally Invasive Surgery Task (Show >>)
Human-Centered Functional Task Design for Robotic Upper-Limb Rehabilitation (Show >>)
Impact-Friendly Object Catching at Non-Zero Velocity Based on Combined Optimization and Learning (Show >>)
Optimizing Heart Valve Surgery with Model-Free Catheter Control (Show >>)
RARPL6: Development of a clinical dataset for surgical workflow recognition from robot-assisted radical prostatectomy with lymphadenectomy (Show >>)
Reducing Workload during Brain Surgery with Robot-Assisted Autonomous Exoscope (Show >>)
Journal Articles
Autonomous Navigation for Robot-Assisted Intraluminal and Endovascular Procedures: A Systematic Review (Show >>)
Deep learning-based overall survival prediction model in patients with rare cancer: a case study for primary central nervous system lymphoma (Show >>)
FRSR: Framework for real-time scene reconstruction in robot-assisted minimally invasive surgery (Show >>)
FUN-SIS: A Fully UNsupervised approach for Surgical Instrument Segmentation (Show >>)
GRACE: Online Gesture Recognition for Autonomous Camera-Motion Enhancement in Robot-Assisted Surgery (Show >>)
Maximising Coefficiency of Human-Robot Handovers through Reinforcement Learning (Show >>)
Radiomics-Based Machine Learning Model for Predicting Overall and Progression-Free Survival in Rare Cancer: A Case Study for Primary CNS Lymphoma Patients (Show >>)
Recent Advancements in Augmented Reality for Robotic Applications: A Survey (Show >>)
Semi-Supervised Bladder Tissue Classification in Multi-Domain Endoscopic Images (Show >>)
Toward a navigation framework for fetoscopy (Show >>)
Towards Exoscope Automation in Neurosurgery: A Markerless Visual-Servoing Approach (Show >>)
Uncertainty-Aware Self-Supervised Learning for Cross-Domain Technical Skill Assessment in Robot-Assisted Surgery (Show >>)


List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
3D intra-operative scene reconstruction framework in robot-assisted minimally invasive surgery (Show >>)
Actuation and Control of a Steerable Catheter for Mitral Valve Repair (Show >>)
Augmented Reality and Robotic Navigation System for Spinal Surgery (Show >>)
Design of a Mixed Reality Environment for the extrapolation of Reference Trajectories in Upper-Limb Rehabilitation (Show >>)
Envisioning Robotic Exoscope: Concept and Preliminary Results (Show >>)
Inverse Reinforcement Learning algorithm for intra-vascular and intra-cardiac catheter’s navigation in Minimally Invasive Surgery (Show >>)
Multi-level-assistance Robotic Platform for Navigation in the Urinary System: Design and Preliminary Tests (Show >>)
Proof-of-Concept Medical Robotic Platform for Endovascular Catheterization (Show >>)
Recovering 3D information of human soft tissue using stereo endoscopic images (Show >>)
Simulation of Deformable Vasculature for Robot-assisted Endovascular Catheterization (Show >>)
Toward Steerable Needles Autonomous Motion for Mitral Valve Repair (Show >>)
Towards an autonomous robotic platform for percutaneous procedures (Show >>)
Poster
Path Planning and Control of a Steerable Catheter for Mitral Valve Repair in an Augmented Reality framework (Show >>)
Conference proceedings
A Multi-Body Model of an upper-limb prosthesis for grip force estimation and related object interaction application (Show >>)
A Physical Simulator Integrated with Soft Sensors for Mastering Tissue Manipulation in Robotic Surgery (Show >>)
A Unity-based Da Vinci Robot Simulator for Surgical Training (Show >>)
A new robot-based proprioceptive training algorithm to induce sensorimotor enhancement in the human wrist (Show >>)
A virtual suturing task: proof of concept for awareness in autonomous camera motion (Show >>)
An Easy and User Independent Augmented Reality Based Navigation System for Radiation-Free Interventional Procedure (Show >>)
Autonomous Intraluminal Navigation of a Soft Robot using Deep-Learning-based Visual Servoing (Show >>)
Deep-Learning Architectures for Placenta Vessel Segmentation in TTTS Fetoscopic Images (Show >>)
Hri30: An action recognition dataset for industrial human-robot interaction (Show >>)
Improving Surgical Robotics Training with Haptic Virtual Fixtures: An Experimental Study (Show >>)
Mixed Reality and Deep Learning for External Ventricular Drainage Placement: A Fast and Automatic Workflow for Emergency Treatments (Show >>)
Open-VICO: An Open-Source Gazebo Toolkit for Vision-based Skeleton Tracking in Human-Robot Collaboration (Show >>)
Robot Trajectory Adaptation to Optimise the Trade-off between Human Cognitive Ergonomics and Workplace Productivity in Collaborative Tasks (Show >>)
Robotic Actuation and Control of A Catheter for Structural Intervention Cardiology (Show >>)
Sociable and ergonomic human-robot collaboration through action recognition and augmented hierarchical quadratic programming (Show >>)
Journal Articles
A Hybrid Learning and Optimization Framework to Achieve Physically Interactive Tasks With Mobile Manipulators (Show >>)
A Study on the Dexterity of Surgical Robotic Tools in a Highly Immersive Virtual Environment: Assessing Usability and Efficacy (Show >>)
A hybrid inductive learning-based and deductive reasoning-based 3-D path planning method in complex environments (Show >>)
An Incremental Learning Framework for Human-like Redundancy Optimization of Anthropomorphic Manipulators (Show >>)
An Online Framework for Cognitive Load Assessment in Industrial Tasks (Show >>)
An adaptive compliance Hierarchical Quadratic Programming controller for ergonomic human–robot collaboration (Show >>)
Autonomous robotic surgery makes light work of anastomosis (Show >>)
Design, Computational Modelling and Experimental Characterization of Bistable Hybrid Soft Actuators for a Controllable-Compliance Joint of an Exoskeleton Rehabilitation Robot (Show >>)
EMG-driven control in lower limb prostheses: a topic-based systematic review (Show >>)
Inverse Reinforcement Learning Intra-operative Path Planning for Steerable Needle (Show >>)
Learning cooperative dynamic manipulation skills from human demonstration videos (Show >>)
Learning intraoperative organ manipulation with context-based reinforcement learning (Show >>)
Lesion segmentation in lung CT scans using unsupervised adversarial learning (Show >>)
Multimodal data fusion framework enhanced robot-assisted minimally invasive surgery (Show >>)
Pick the Right Co-Worker: Online Assessment of Cognitive Ergonomics in Human-Robot Collaborative Assembly (Show >>)
Position-based dynamics simulator of vessel deformations for path planning in robotic endovascular catheterization (Show >>)
Real-time vessel segmentation and reconstruction for virtual fixtures for an active handheld microneurosurgical instrument (Show >>)
Robot-assisted ex vivo neobladder reconstruction: preliminary results of surgical skill evaluation (Show >>)
Teleoperation Control of an Underactuated Bionic Hand: Comparison between Wearable and Vision-Tracking-Based Methods (Show >>)
Validation of SART 3.5D algorithm for cerebrovascular dynamics and artery versus vein classification in presurgical 3D digital subtraction angiographies (Show >>)
manifesti v. 3.15.1 / 3.15.1
Area Servizi ICT
13/10/2026