Ivana Drobnjak O'Brien
Professor of Computational Healthcare
Develops computational and machine learning methods for medicine, including MRI simulation and microstructure imaging.
Ivana Drobnjak O'Brien's lab at UCL works on medical imaging & healthcare AI, physics, climate & scientific computing and physics-based simulation & animation. 17 papers since 2023, 3 at top venues, mostly CHI and ICLR.
At a glance
- papers, 2023–2026
- 4/ year
- at T1 venues
- 18%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 3 papers2026 · T1 0 · collecting
- 7 papers2025 · T1 1
- 5 papers2024 · T1 2
- 2 papers2023 · T1 0
T1 venuesOtherVenues: CHI, ICLR, Medical Image Analysis
Research focuspaper titles that use each topic's words
- Medical imaging & healthcare AI4 papers
- Physics-based simulation & animation1 paper
- Physics, climate & scientific computing0 papers
- microstructure imaging0 papers
- microstructure0 papers
Paper list
From the lab homepage.
20263 papers
- Scientific ReportsAI based prediction of post prostatectomy urinary incontinence and its impact on quality of life: development and validation study
- JMIR AIArtificial Intelligence Remote Patient Monitoring for Predicting Overall Survival for Patients Undergoing Radical Cystectomy for Bladder Cancer: Exploratory Analysis of the Prospective Trial
- UROFAIR ConferenceProspective feasibility study of remote monitoring using wearable devices and patient-reported outcomes after major urological surgery
20257 papers
- ISMRM & ISMRT Annual MeetingAutomated Measurement of Membranous Urethral Length (MUL) on MRI Images Using Deep Learning
- CHI (T1)Co-Creating Reassurance Journey Maps to Foster Engagement in Remote Patient Monitoring for Post-Operative Cancer Care (opens in a new tab)
- MAGNETIC RESONANCE IN MEDICINEConsiderations and recommendations from the ISMRM diffusion study group for preclinical diffusion MRI: Part 1: In vivo small-animal imaging
- MAGNETIC RESONANCE IN MEDICINEConsiderations and recommendations from the ISMRM diffusion study group for preclinical diffusion MRI: Part 2-Ex vivo imaging: Added value and acquisition
- MAGNETIC RESONANCE IN MEDICINEConsiderations and recommendations from the ISMRM Diffusion Study Group for preclinical diffusion MRI: Part 3-Ex vivo imaging: Data processing, comparisons with microscopy, and tractography
- EurIPS Workshop: Multimodal Representation Learning for HealthcareMulti-Modal AI for Remote Patient Monitoring in Cancer Care. (opens in a new tab)
- EurIPS Multimodal Representation Learning for Healthcare (MMRL4H) workshopTowards Multimodal Representation Learning in Paediatric Kidney Disease. (opens in a new tab)
20245 papers
- European UrologyA0183 Digital remote monitoring and Machine Learning (ML) modeling to predict survival following radical cystectomy for bladder cancer – a secondary outcome analysis of the iROC trial
- Medical Image Analysis (T1)Acquisition-invariant brain MRI segmentation with informative uncertainties (opens in a new tab)
- ICLR (T1)Causal Modelling Agents: Causal Graph Discovery through Synergising Metadata- and Data-driven Reasoning (opens in a new tab)
- EAU24 - Annual EAU CongressDigital remote monitoring and Machine Learning (ML) modeling to predict survival following radical cystectomy for bladder cancer – a secondary outcome analysis of the iROC trial (opens in a new tab)
- AUA Annual MeetingREMOTE DIGITAL SURVEILLANCE AND MACHINE LEARNING MODELLING TO PREDICT SURVIVAL FOLLOWING RADICAL CYSTECTOMY FOR BLADDER CANCER—A SECONDARY OUTCOME ANALYSIS OF THE IROC TRIAL (opens in a new tab)
20232 papers
- IFIP TC13 International Conference: Human-Computer Interaction - INTERACTDesigning Remote Patient Monitoring Technologies for Post-operative Home Cancer Recovery: The Role of Reassurance (opens in a new tab)
- NeuroimageTemporal Diffusion Ratio (TDR) for imaging restricted diffusion: Optimisation and pre-clinical demonstration (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to UCLFall 2027
Not announced yet
Computer Science MPhil/PhD
- Round
- Main
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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Data
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- The member list could not be found on the lab site.
- The alumni list could not be found on the lab site.
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- The lab homepage
- Members
- Not collected
- Alumni
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