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researcher

I. Hacihaliloglu

53 papers hereh-index 274.9k citations162 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author21
  • last author27

Across the 48 of 53 papers where every author was matched, so the position is known.

fields
  • eess.IV27
  • cs.CV16
  • physics.med-ph4
  • cs.LG3
  • cs.AI2
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedDiffusion Models for Medical Image Analysis: A Comprehensive Survey

48 citations · 169 across the 49 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

eess.IV2023★ 2 cited

Multi-Scale Feature Fusion using Parallel-Attention Block for COVID-19 Chest X-ray Diagnosis

Xiao Qi, David J. Foran, John L. Nosher +1

Under the global COVID-19 crisis, accurate diagnosis of COVID-19 from Chest X-ray (CXR) images is critical. To reduce intra- and inter-observer variability, during the radiological…

cs.CV2023★ 7 cited

Ambiguous Medical Image Segmentation using Diffusion Models

Aimon Rahman, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu +1

Collective insights from a group of experts have always proven to outperform an individual's best diagnostic for clinical tasks. For the task of medical image segmentation, existin…

eess.IV2023★ 2 cited

Augmenting endometriosis analysis from ultrasound data with deep learning

Adrian Balica, Jennifer Dai, Kayla Piiwaa +5

Endometriosis is a non-malignant disorder that affects 176 million women globally. Diagnostic delays result in severe dysmenorrhea, dyspareunia, chronic pelvic pain, and infertilit…

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