Publications

Validating polyp and instrument segmentation methods in colonoscopy through medico 2020 and MedAI 2021 challenges

Debesh Jha, Vanshali Sharma, Debapriya Banik, Debayan Bhattacharya, Kaushiki Roy, Steven A. Hicks, Nikhil Kumar Tomar, Vajira Thambawita, Adrian Krenzer, Ge-Peng Ji, Sahadev Poudel, George Batchkala, Saruar Alam, Awadelrahman M. A. Ahmed, Quoc-Huy Trinh, Zeshan Khan, Tien-Phat Nguyen, Shruti Shrestha, Sabari Nathan, Jeonghwan Gwak, Ritika K. Jha, Zheyuan Zhang, Alexander Schlaefer, Debotosh Bhattacharjee, M.K. Bhuyan, Pradip K. Das, Deng-Ping Fan, Sravanthi Parsa, Sharib Ali, Michael A. Riegler, Pål Halvorsen, Thomas De Lange, Ulas Bagci

ViCTr: vital consistency transfer for pathology aware image synthesis

Onkar Susladkar, Gayatri Deshmukh, Yalcin Tur, Gorkem Durak, Ulas Bagci

VideoAds for fast-paced video understanding: where opensource foundation models beat GPT-4o & gemini-1.5 pro

Zheyuan Zhang, Monica Dou, Linkai Peng, Hongyi Pan, Ulas Bagci, Boqing Gong

Smriti Regmi et al

Karaaslan, Enes, et al.

A probabilistic Hadamard U-Net for MRI bias field correction

Zhu, Xin, et al.

V. Cicek, et al.

Adaptive smooth activation for improved disease diagnosis and organ segmentation from radiology scans

Koushik Biswas, Debesh Jha, Nikhil Kumar Tomar, Gorkem Durak, Alpay Medetalibeyoglu, Matthew Antalek, Yury Velichko, Daniela Ladner, Amir Bohrani, Ulas Bagci

Advances for managing pancreatic cystic lesions: integrating imaging and AI innovations

Deniz Seyithanoglu, Gorkem Durak, Elif Keles, Alpay Medetalibeyoglu, Ziliang Hong, Zheyuan Zhang, Yavuz B. Taktak, Timurhan Cebeci, Pallavi Tiwari, Yuri S. Velichko, Cemal Yazici, Temel Tirkes, Frank H. Miller, Rajesh N. Keswani, Concetto Spampinato, Michael B. Wallace and Ulas Bagci

Max Bengtsson, et al

AI-ADC: channel and spatial attention-based contrastive learning to generate ADC maps from T2W MRI for prostate cancer detection

Ozyoruk et al.

Vedat Cicek and Ulas Bagci

AI-powered road network prediction with multi-modal data

Necip Gengec, Engin Tari, Ulas Bagci

Beyond self-attention: deformable large kernel attention for medical image segmentation.

Azad, Reza, et al.

Classification of endoscopy and video capsule images using hybrid model

Aliza Subedi, Smriti Regmi, Nisha Regmi, Bhumi Bhusal, Ulas Bagci, Debesh Jha

ControlPolypNet: towards controlled colon polyp synthesis for improved polyp segmentation

V. Sharma, A. Kumar, D. Jha, M.K. Bhuyan, P. Das, U. Bagci.

COVID-19 detection from respiratory sounds with hierarchical spectrogram transformers

Aytekin, Idil, et al.

CT liver segmentation via PVT-based encoding and refined decoding

Jha, Debesh, et al.

Deep learning based automated pancreas segmentation and volumetry measurement in patients with acute pancreatitis

Elif Keles, Gorkem Durak, Ziliang Hong, Jasson Barrios, Paya Sarraf,Matthew Antalek, Zheuyan Zhang, Brian Boulay, Ashley Vareedayah, Brian Layden,Temel Tirkes, Cemal Yazici, Ulas Bagci

Deep learning-based detection and classification of bone lesions on staging computed tomography in prostate cancer: a development study

Belue, Mason J., et al.