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Horkaew P, Chansangrat J, Keeratibharat N, Le DC. Recent advances in computerized imaging and its vital roles in liver disease diagnosis, preoperative planning, and interventional liver surgery: A review. World J Gastrointest Surg 2023; 15:2382-2397. [PMID: 38111769 PMCID: PMC10725533 DOI: 10.4240/wjgs.v15.i11.2382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 08/30/2023] [Accepted: 09/27/2023] [Indexed: 11/26/2023] Open
Abstract
The earliest and most accurate detection of the pathological manifestations of hepatic diseases ensures effective treatments and thus positive prognostic outcomes. In clinical settings, screening and determining the extent of a pathology are prominent factors in preparing remedial agents and administering appropriate therapeutic procedures. Moreover, in a patient undergoing liver resection, a realistic preoperative simulation of the subject-specific anatomy and physiology also plays a vital part in conducting initial assessments, making surgical decisions during the procedure, and anticipating postoperative results. Conventionally, various medical imaging modalities, e.g., computed tomography, magnetic resonance imaging, and positron emission tomography, have been employed to assist in these tasks. In fact, several standardized procedures, such as lesion detection and liver segmentation, are also incorporated into prominent commercial software packages. Thus far, most integrated software as a medical device typically involves tedious interactions from the physician, such as manual delineation and empirical adjustments, as per a given patient. With the rapid progress in digital health approaches, especially medical image analysis, a wide range of computer algorithms have been proposed to facilitate those procedures. They include pattern recognition of a liver, its periphery, and lesion, as well as pre- and postoperative simulations. Prior to clinical adoption, however, software must conform to regulatory requirements set by the governing agency, for instance, valid clinical association and analytical and clinical validation. Therefore, this paper provides a detailed account and discussion of the state-of-the-art methods for liver image analyses, visualization, and simulation in the literature. Emphasis is placed upon their concepts, algorithmic classifications, merits, limitations, clinical considerations, and future research trends.
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Affiliation(s)
- Paramate Horkaew
- School of Computer Engineering, Suranaree University of Technology, Nakhon Ratchasima 30000, Thailand
| | - Jirapa Chansangrat
- School of Radiology, Institute of Medicine, Suranaree University of Technology, Nakhon Ratchasima 30000, Thailand
| | - Nattawut Keeratibharat
- School of Surgery, Institute of Medicine, Suranaree University of Technology, Nakhon Ratchasima 30000, Thailand
| | - Doan Cong Le
- Faculty of Information Technology, An Giang University, Vietnam National University (Ho Chi Minh City), An Giang 90000, Vietnam
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Entezari P, Toskich BB, Kim E, Padia S, Christopher D, Sher A, Thornburg B, Hohlastos ES, Salem R, Collins JD, Lewandowski RJ. Promoting Surgical Resection through Future Liver Remnant Hypertrophy. Radiographics 2022; 42:2166-2183. [PMID: 36206182 DOI: 10.1148/rg.220050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
An inadequate future liver remnant (FLR) can preclude curative-intent surgical resection for patients with primary or secondary hepatic malignancies. For patients with normal baseline liver function and without risk factors, an FLR of 20% is needed to maintain postsurgical hepatic function. However, the FLR requirement is higher for patients who are exposed to systemic chemotherapy (FLR, >30%) or have cirrhosis (FLR, >40%). Interventional radiologic and surgical methods to achieve FLR hypertrophy are evolving, including portal vein ligation, portal vein embolization, radiation lobectomy, hepatic venous deprivation, and associating liver partition and portal vein ligation for staged hepatectomy. Each technique offers particular advantages and disadvantages. Knowledge of these procedures can help clinicians to choose the suitable technique for each patient. The authors review the techniques used to develop FLR hypertrophy, focusing on technical considerations, outcomes, and the advantages and disadvantages of each approach. Online supplemental material is available for this article. ©RSNA, 2022.
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Affiliation(s)
- Pouya Entezari
- From the Department of Radiology, Section of Interventional Radiology (P.E., B.T., E.S.H., R.S., R.J.L.), and Department of Surgery, Division of Transplant Surgery (D.C.), Northwestern University, 676 N Saint Clair St, Chicago, IL 60611-2927; Department of Radiology, Section of Interventional Radiology, Mayo Clinic Florida, Jacksonville, Fla (B.B.T.); Department of Radiology, Section of Interventional Radiology, Mount Sinai University Hospitals, New York, NY (E.K., A.S.); Department of Radiology, Section of Interventional Radiology, University of California-Los Angeles, Los Angeles, Calif (S.P.); and Department of Radiology, Mayo Clinic Rochester, Rochester, Minn (J.D.C.)
| | - Beau B Toskich
- From the Department of Radiology, Section of Interventional Radiology (P.E., B.T., E.S.H., R.S., R.J.L.), and Department of Surgery, Division of Transplant Surgery (D.C.), Northwestern University, 676 N Saint Clair St, Chicago, IL 60611-2927; Department of Radiology, Section of Interventional Radiology, Mayo Clinic Florida, Jacksonville, Fla (B.B.T.); Department of Radiology, Section of Interventional Radiology, Mount Sinai University Hospitals, New York, NY (E.K., A.S.); Department of Radiology, Section of Interventional Radiology, University of California-Los Angeles, Los Angeles, Calif (S.P.); and Department of Radiology, Mayo Clinic Rochester, Rochester, Minn (J.D.C.)
| | - Edward Kim
- From the Department of Radiology, Section of Interventional Radiology (P.E., B.T., E.S.H., R.S., R.J.L.), and Department of Surgery, Division of Transplant Surgery (D.C.), Northwestern University, 676 N Saint Clair St, Chicago, IL 60611-2927; Department of Radiology, Section of Interventional Radiology, Mayo Clinic Florida, Jacksonville, Fla (B.B.T.); Department of Radiology, Section of Interventional Radiology, Mount Sinai University Hospitals, New York, NY (E.K., A.S.); Department of Radiology, Section of Interventional Radiology, University of California-Los Angeles, Los Angeles, Calif (S.P.); and Department of Radiology, Mayo Clinic Rochester, Rochester, Minn (J.D.C.)
| | - Siddharth Padia
- From the Department of Radiology, Section of Interventional Radiology (P.E., B.T., E.S.H., R.S., R.J.L.), and Department of Surgery, Division of Transplant Surgery (D.C.), Northwestern University, 676 N Saint Clair St, Chicago, IL 60611-2927; Department of Radiology, Section of Interventional Radiology, Mayo Clinic Florida, Jacksonville, Fla (B.B.T.); Department of Radiology, Section of Interventional Radiology, Mount Sinai University Hospitals, New York, NY (E.K., A.S.); Department of Radiology, Section of Interventional Radiology, University of California-Los Angeles, Los Angeles, Calif (S.P.); and Department of Radiology, Mayo Clinic Rochester, Rochester, Minn (J.D.C.)
| | - Derrick Christopher
- From the Department of Radiology, Section of Interventional Radiology (P.E., B.T., E.S.H., R.S., R.J.L.), and Department of Surgery, Division of Transplant Surgery (D.C.), Northwestern University, 676 N Saint Clair St, Chicago, IL 60611-2927; Department of Radiology, Section of Interventional Radiology, Mayo Clinic Florida, Jacksonville, Fla (B.B.T.); Department of Radiology, Section of Interventional Radiology, Mount Sinai University Hospitals, New York, NY (E.K., A.S.); Department of Radiology, Section of Interventional Radiology, University of California-Los Angeles, Los Angeles, Calif (S.P.); and Department of Radiology, Mayo Clinic Rochester, Rochester, Minn (J.D.C.)
| | - Alex Sher
- From the Department of Radiology, Section of Interventional Radiology (P.E., B.T., E.S.H., R.S., R.J.L.), and Department of Surgery, Division of Transplant Surgery (D.C.), Northwestern University, 676 N Saint Clair St, Chicago, IL 60611-2927; Department of Radiology, Section of Interventional Radiology, Mayo Clinic Florida, Jacksonville, Fla (B.B.T.); Department of Radiology, Section of Interventional Radiology, Mount Sinai University Hospitals, New York, NY (E.K., A.S.); Department of Radiology, Section of Interventional Radiology, University of California-Los Angeles, Los Angeles, Calif (S.P.); and Department of Radiology, Mayo Clinic Rochester, Rochester, Minn (J.D.C.)
| | - Bartley Thornburg
- From the Department of Radiology, Section of Interventional Radiology (P.E., B.T., E.S.H., R.S., R.J.L.), and Department of Surgery, Division of Transplant Surgery (D.C.), Northwestern University, 676 N Saint Clair St, Chicago, IL 60611-2927; Department of Radiology, Section of Interventional Radiology, Mayo Clinic Florida, Jacksonville, Fla (B.B.T.); Department of Radiology, Section of Interventional Radiology, Mount Sinai University Hospitals, New York, NY (E.K., A.S.); Department of Radiology, Section of Interventional Radiology, University of California-Los Angeles, Los Angeles, Calif (S.P.); and Department of Radiology, Mayo Clinic Rochester, Rochester, Minn (J.D.C.)
| | - Elias S Hohlastos
- From the Department of Radiology, Section of Interventional Radiology (P.E., B.T., E.S.H., R.S., R.J.L.), and Department of Surgery, Division of Transplant Surgery (D.C.), Northwestern University, 676 N Saint Clair St, Chicago, IL 60611-2927; Department of Radiology, Section of Interventional Radiology, Mayo Clinic Florida, Jacksonville, Fla (B.B.T.); Department of Radiology, Section of Interventional Radiology, Mount Sinai University Hospitals, New York, NY (E.K., A.S.); Department of Radiology, Section of Interventional Radiology, University of California-Los Angeles, Los Angeles, Calif (S.P.); and Department of Radiology, Mayo Clinic Rochester, Rochester, Minn (J.D.C.)
| | - Riad Salem
- From the Department of Radiology, Section of Interventional Radiology (P.E., B.T., E.S.H., R.S., R.J.L.), and Department of Surgery, Division of Transplant Surgery (D.C.), Northwestern University, 676 N Saint Clair St, Chicago, IL 60611-2927; Department of Radiology, Section of Interventional Radiology, Mayo Clinic Florida, Jacksonville, Fla (B.B.T.); Department of Radiology, Section of Interventional Radiology, Mount Sinai University Hospitals, New York, NY (E.K., A.S.); Department of Radiology, Section of Interventional Radiology, University of California-Los Angeles, Los Angeles, Calif (S.P.); and Department of Radiology, Mayo Clinic Rochester, Rochester, Minn (J.D.C.)
| | - Jeremy D Collins
- From the Department of Radiology, Section of Interventional Radiology (P.E., B.T., E.S.H., R.S., R.J.L.), and Department of Surgery, Division of Transplant Surgery (D.C.), Northwestern University, 676 N Saint Clair St, Chicago, IL 60611-2927; Department of Radiology, Section of Interventional Radiology, Mayo Clinic Florida, Jacksonville, Fla (B.B.T.); Department of Radiology, Section of Interventional Radiology, Mount Sinai University Hospitals, New York, NY (E.K., A.S.); Department of Radiology, Section of Interventional Radiology, University of California-Los Angeles, Los Angeles, Calif (S.P.); and Department of Radiology, Mayo Clinic Rochester, Rochester, Minn (J.D.C.)
| | - Robert J Lewandowski
- From the Department of Radiology, Section of Interventional Radiology (P.E., B.T., E.S.H., R.S., R.J.L.), and Department of Surgery, Division of Transplant Surgery (D.C.), Northwestern University, 676 N Saint Clair St, Chicago, IL 60611-2927; Department of Radiology, Section of Interventional Radiology, Mayo Clinic Florida, Jacksonville, Fla (B.B.T.); Department of Radiology, Section of Interventional Radiology, Mount Sinai University Hospitals, New York, NY (E.K., A.S.); Department of Radiology, Section of Interventional Radiology, University of California-Los Angeles, Los Angeles, Calif (S.P.); and Department of Radiology, Mayo Clinic Rochester, Rochester, Minn (J.D.C.)
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