Preview of the new IC2 website. It is not public yet and is hidden from search engines.

Innovative Cognitive Computing
MenuClose

Research

Medical Imaging

Deep learning for reading and interpreting medical images, such as ultrasound, to support diagnosis and clinical decisions.

Publications in this area

233 in total, most recent first.

  1. AI-Based Prediction of Surfactant Need in Preterm Babies Using Clinical Data and Lung UltrasoundA Occhipinti, LMT Doan, Y Karayaneva, O Ayobami, VV Kalva, C Angione, PK Loganathan
  2. Ischemic Stroke Detection, Segmentation, and Volume Estimation using Multi-sequence MRI Data with Missing SequencesZ Lu, S Uddin, SA Uribe, S White, RT Martins, MT Chau, ASM Mosaddek, MS Islam, N Nahar, A Azad, KMN Hossain, HS Choudhury, KMR Hasan, S Aloteibi, N Mosaddek, S Rahman, MM Hossain, KMMH Sizar, C Angione, P Lió, MT Islam, MA Moni
  3. Modality-aware differentially private federated learning for partially observed multimodal healthcare predictionHVC Nguyen, TQ Nguyen, S Kravenkit, P Aimtongkham, P Padungweang, MS Ayub, C So–In
  4. Benchmark validity in graph neural network scoring of metabolic reaction activity on Recon3D: detecting label leakage, memorized noise and input-invariant modelsT Phongwattana, JH Chan
  5. Clinically Generalisable End-to-End Graph Learning for CT Image-Based Multitask Stroke DiagnosisZ Lu, S Uddin, SA Uribe, S White, RT Martins, MT Chau, ASM Mosaddek, MS Islam, N Nahar, A Azad, KMN Hossain, HS Choudhury, KMR Hasan, N Mosaddek, S Rahman, MM Hossain, KMMH Sizar, C Angione, P Lió, MT Islam, MA Moni
  6. Sertraline and Carfilzomib Synergize to Target T-cell Malignancies with Serine/Glycine synthesis activity via Cholesterol Dysregulation, Cellular Stress and Immune ModulationP Verstraete, E Heylen, A Sánchez‐Castillo, J Fontela, L Matthys, S Meykens, Ó Herranz, S Verma, LMT Doan, LV Aerschot, J Verbeeck, J Royaert, M Vandenbosch, R Jacobs, G Dow, C Angione, A Occhipinti, D Dierickx, J Cools, MV Bempt, I Elia, KR Kampen, KD Keersmaecker
  7. Artificial intelligence for brain cancer management: multimodal digital workflows for diagnosis, treatment planning, and longitudinal monitoringG Saibaba, O Giwa, TC Booth, T Kisková-Šimková, A Uka, F Skuka, B Javed, D Ferreira, SS Ferreira, J Sengupta, M Karaman, GF Calvo, X Li, TL Mitrović, A Occhipinti, C Angione, N Missaoui, M Frenkel‐Morgenstern
  8. Towards equitable AI for women’s health: accessible data as a catalyst for innovationBGS Schor, KC Caolo, LMT Doan, M Delfino, A Occhipinti, HY Lu, E Karoune
  9. Multi-Objective Orchestration of Small Language Model Ensembles: Balancing Accuracy, Diversity, and FairnessA Dhar, S Das, K Deb
  10. Lumina: Seasonal Color Analysis System with Explainable Machine LearningNYP Ou, JH Chan
  11. MToP: A MATLAB Benchmarking Platform for Evolutionary MultitaskingY Li, W Gong, T Zhang, F Ming, S Li, Q Gu, YS Ong. Cited by 2
  12. Fusing imaging and metabolic modeling via multimodal deep learning in ovarian cancerN Eftekhari, S Verma, A Saha, G Zampieri, S Sawan, A Occhipinti, C Angione