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Ph.D., M.D. Maciej Bobowicz
Employment
- 2020 - present Assistant Professor at Medical University of Gdansk
- 2015 - 2020 Assistant Professor at Medical University of Gdansk
Publications
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total: 45
Catalog Publications
Year 2024
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Documenting the de-identification process of clinical and imaging data for AI for health imaging projects
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Image Quality Assessment Tool for Conventional and Dynamic Magnetic Resonance Imaging Acquisitions
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Impact of Patient- and Surgeon-Related Factors on Weight Loss after Laparoscopic Sleeve Gastrectomy—A Single-Center Study
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New implementation of data standards for AI research in precision oncology. Experience from EuCanImage
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Segmentation-Based BI-RADS ensemble classification of breast tumours in ultrasound images
PublicationBackground: The development of computer-aided diagnosis systems in breast cancer imaging is exponential. Since 2016, 81 papers have described the automated segmentation of breast lesions in ultrasound images using arti- ficial intelligence. However, only two papers have dealt with complex BI-RADS classifications. Purpose: This study addresses the automatic classification of breast lesions into binary classes (benign vs. ma- lignant)...
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The usefulness of fluorescence in detecting ischemia during bariatric and metabolic surgery
Publication
Year 2023
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Attention-Based Deep Learning System for Classification of Breast Lesions—Multimodal, Weakly Supervised Approach
PublicationBreast cancer is the most frequent female cancer, with a considerable disease burden and high mortality. Early diagnosis with screening mammography might be facilitated by automated systems supported by deep learning artificial intelligence. We propose a model based on a weakly supervised Clustering-constrained Attention Multiple Instance Learning (CLAM) classifier able to train under data scarcity effectively. We used a private...
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Fluorescence use in minimally invasive metabolic and bariatric surgery — a systematic review of the literature
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High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection
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Interpretable deep learning approach for classification of breast cancer - a comparative analysis of multiple instance learning models
PublicationBreast cancer is the most frequent female cancer. Its early diagnosis increases the chances of a complete cure for the patient. Suitably designed deep learning algorithms can be an excellent tool for quick screening analysis and support radiologists and oncologists in diagnosing breast cancer.The design of a deep learning-based system for automated breast cancer diagnosis is not easy due to the lack of annotated data, especially...
Year 2022
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Considerations for artificial intelligence clinical impact in oncologic imaging: an AI4HI position paper
Publication
Year 2020
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Comparison of stump closure techniques during laparoscopic appendectomies for complicated appendicitis – results from Pol-LA (Polish laparoscopic appendectomy) multicenter large cohort study
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Quality of life after laparoscopic sleeve gastrectomy – review of literature
Publication
Year 2019
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Author Correction: Risk factors for serious morbidity, prolonged length of stay and hospital readmission after laparoscopic appendectomy - results from Pol-LA (Polish Laparoscopic Appendectomy) multicenter large cohort study
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Risk factors for intraabdominal abscess formation after laparoscopic appendectomy – results from the Pol-LA (Polish Laparoscopic Appendectomy) multicenter large cohort study
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Risk factors for serious morbidity, prolonged length of stay and hospital readmission after laparoscopic appendectomy - results from Pol-LA (Polish Laparoscopic Appendectomy) multicenter large cohort study
Publication
Year 2018
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Complicated appendicitis: risk factors and outcomes of laparoscopic appendectomy – results from Pol-LA (Polish Laparoscopic Appendectomy) multicenter large cohort study.
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The significant impact of age on the clinical outcomes of laparoscopic appendectomy
Publication
Year 2017
Year 2016
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Antibiotic prophylaxis in open inguinal hernia repair: a literature review and summary of current knowledge
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Keratin 7 expression in lymph node metastases but not in the primary tumour correlates with distant metastases and poor prognosis in colon carcinoma
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Prognostic value of 5-microRNA based signature in T2-T3N0 colon cancer
Publication
Year 2015
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A numerical scale to assess the outcomes of metabolic/bariatric surgery (NOMS)
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Extracorporeal staple technique: an alternative approach to the treatment of critical colostomy stenosis
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Preoperative nutritional support in cancer patients with no clinical signs of malnutrition—prospective randomized controlled trial
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Year 2014
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Comparison of percentage excess weight loss after laparoscopic sleeve gastrectomy and laparoscopic adjustable gastric banding
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Long-term outcomes of stapled hemorrhoidopexy
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The treatment of chronic pleural empyema with laparoscopic omentoplasty. Initial report
Publication
Year 2013
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Chirurgiczne leczenie chorych na raka pęcherzyka żółciowego: doświadczenia własne na podstawie 16 przypadków
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Endoscopic submucosal dissection of gastric ectopic pancreas
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Laparoscopic cholecystectomy in a patient with total situs inversus – case report
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Morbidity, Mortality and Survival after Stomach Resection with or without Splenectomy – The Single Centre Observations
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Single incision laparoscopic surgery – is it time for laboratory skills training?
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Year 2012
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Band misplacement: a rare complication of laparoscopic adjustable gastric banding
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Paraesophageal Hernia Repair Followed by Cardiac Tamponade Caused by ProTacks
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Transumbilical laparoendoscopic single-site total mesorectal excision for rectal carcinoma
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Year 2011
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A 5-Year Experience with Laparoscopic Adjustable Gastric Banding—Focus on Outcomes, Complications, and Their Management
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Bariatric single incision laparoscopic surgery – review of initial experience
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Diagnostic pure transgastric NOTES in an intensive therapy unit patient
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Preliminary Outcomes 1 Year after Laparoscopic Sleeve Gastrectomy Based on Bariatric Analysis and Reporting Outcome System (BAROS)
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Splenic infarction as a complication of laparoscopic sleeve gastrectomy
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The First Report on Hybrid NOTES Adjustable Gastric Banding in Human
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Totally laparoscopic feeding jejunostomy – a technique modification
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Transanal Endoscopic Microsurgery via TriPort Access System With No General Anesthesia and Without Sphincter Damage
Publication
Year 2010
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